ICS

All Publications

to appear

3069Benoit Frénay and Michel Verleysen. Parameter-insensitive kernel in extreme learning for non-linear support vector regression. Neurocomputing, to appear.
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3068Francesco Corona, Amaury Lendasse, and Elia Liitiäinen. A boundary corrected expansion of the moments of nearest neighbor distributions. Random Structures and Algorithms, to appear.
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3067Elena Czeizler, Eugen Czeizler, Bogdan Iancu, and Ion Petre. Quantitative refinement of reaction models. International Journal of Unconventional Computing, to appear. In Press.
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3066Zhanxing Zhu, Timo Similä, and Francesco Corona. Supervised distance preserving projections. Neural Processing Letters, to appear. To appear.
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3065Harri Haanpää, André Schumacher, and Pekka Orponen. Distributed algorithms for lifetime maximization in sensor networks via min-max spanning subgraphs. Wireless Networks, to appear.
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3064S. Tuomela, V. Salo S. K. Tripathi, Z. Chen, K. Laurila, T. Äijö, B. Gupta, L. Oikari, B. Stockinger, H. Lähdesmäki, and R. Lahesmaa. Identification of early gene expression changes during human th17 cell differentiation. Blood, to appear.
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See bloodjournal.hematologylibrary.org ...
3063S. Lehmusvaara, T. Erkkilä, A. Urbanucci, S. Jalava, J. Seppälä, A. Kaipia, P. Kujala, H. Lähdesmäki, T. L. J. Tammela, and T. Visakorpi. Goserelin and bicalutamide treatments alter the expression of micrornas in prostate. The Prostate, to appear.
Info
See onlinelibrary.wiley.com ...
3062S. E. Jalava, A. Urbanucci, L. M. Latonen, K. K. Waltering, B. Sahu, O. A Jänne, J. Seppälä, H. Lähdesmäki, T. L. J. Tammela, and T. Visakorpi. Androgen-regulated mir-32 targets btg2 and is overexpressed in castration-resistant prostate cancer. Oncogene, to appear.
Info
See www.nature.com ...
3061Benoît Frénay, Mark van Heeswijk, Yoan Miche, Michel Verleysen, and Amaury Lendasse. Feature selection for nonlinear models using extreme learning machines. Neurocomputing, to appear. accepted for presentation at International Symposium on Extreme Learning Machines.
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3060He Zhang, Zhirong Yang, and Erkki Oja. Adaptive multiplicative updates for projective nonnegative matrix factorization. In Proceedings of 19th International Conference on Neural Information Processing (ICONIP 2012), Doha, Qatar, to appear. Springer.
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3059Hannes Heikinheimo, Jilles Vreeken, Arno Siebes, and Heikki Mannila. Low-entropy set selection. In SIAM International Conference on Data Mining (SDM09), to appear.
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3058Hannes Heikinheimo, Mikael Fortelius, Jussi Eronen, and Heikki Mannila. Clusterings should not be compared by visual inspection: response to Gagné & Proulx. Journal of Biogeography, to appear.
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3057Mikko A. Uusitalo, Jaakko Peltonen, and Tapani Ryhänen. Machine learning: How it can help nanocomputing. Journal of Computational and Theoretical Nanoscience, to appear.
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3056K. Cho, T. Raiko, and A. Ilin. Enhanced gradient for training restricted Boltzmann machines. Neural Computation, to appear. To appear.
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3055Vassil Dimitrov and Kimmo Järvinen. Another look at inversions over binary fields. In Proceedings of the 21st IEEE International Symposium on Computer Arithmetic, ARITH 21. IEEE Computer Society, to appear.
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3054Reza Azarderakhsh, Kimmo Järvinen, and Vassil Dimitrov. Fast inversion in with normal basis using hybrid-double multipliers. IEEE Transactions on Computers, to appear.
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See dx.doi.org ...
3053Kari Kähkönen, Olli Saarikivi, and Keijo Heljanko. LCT: A parallel distributed testing tool for multithreaded Java programs. In Proceedings of the 11th International Workshop on Parallel and Distributed Methods in verifiCation (PDMC 2012), to appear.
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3052Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Víctor Fresno, Raquel Martínez Unanue, and Timo Honkela. Learning a taxonomy from a set of text documents. Applied Soft Computing, to appear.
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3051Jaakko J. Väyrynen, Tero Tapiovaara, Kimmo Kettunen, and Marcus Dobrinkat. Normalized compression distance as an automatic MT evaluation metric. In Proceedings of MT 25 years on, 21–22 Nov 2009 Cranfield, UK, to appear.
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3050Janne Pylkkönen and Mikko Kurimo. Analysis of extended Baum-Welch and constrained optimization for discriminative training of HMMs. IEEE Transactions on Audio, Speech and Language Processing, to appear. Accepted for publication.
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3049Hannu Pulakka, Ulpu Remes, Santeri Yrttiaho, Kalle Palomäki, Mikko Kurimo, and Paavo Alku. Bandwidth extension of telephone speech to low frequencies using sinusoidal synthesis and a Gaussian mixture model. IEEE Transactions on Audio, Speech and Language Processing, to appear. Accepted for publication.
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3048Mikael Kuusela, Tommi Vatanen, Eric Malmi, Tapani Raiko, Timo Aaltonen, and Yoshikazu Nagai. Semi-supervised anomaly detection - towards model-independent searches of new physics. Journal of Physics: Conference Series, to appear.
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3047Risto M. Hakala, Atle Kivelä, and Kaisa Nyberg. Estimating resistance against multidimensional linear attacks: An application on DEAN. In Information Security and Cryptology, 8th International Conference, Inscrypt 2012, Bejing, China, November 28-30, 2012, Proceedings, to appear.
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3046John Dines, Hui Liang, Lakshmi Saheer, Matthew Gibson, William Byrne, Keiichiro Oura, Keiichi Tokuda, Junichi Yamagishi, Simon King, Mirjam Wester, Teemu Hirsimäki, Reima Karhila, and Mikko Kurimo. Personalising speech-to-speech translation: unsupervised cross-lingual speaker adaptation for hmm-based speech synthesis. Computer, Speech & Language, to appear. Accepted for publication.
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3045M. Almeida, J. Bioucas-Dias, R. Vigário, and E. Oja. A comparison of algorithms for separation of synchronous subspaces. Bulletin of the Polish Academy of Sciences, to appear.
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3044Dorota Głowacka, Tuukka Ruotsalo, Ksenia Konyushkova, Kumaripaba Athukorala, Samuel Kaski, and Giulio Jacucci. Directing exploratory search: Reinforcement learning from user interactions with keywords. In Proceedings of IUI'13, International Conference on Intelligent User Interfaces, to appear.
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3043Siert Wieringa and Keijo Heljanko. Asynchronous multi-core incremental sat solving. In Tools and Algorithms for the Construction and Analysis of Systems (TACAS), to appear.
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3042Krista Lagus, Tommi Vatanen, Oili Kettunen, Antti Heikkilä, Matti Heikkilä, Mika Pantzar, and Timo Honkela. Paths of wellbeing on self-organizing maps. In Proceedings of WSOM 2012, to appear.
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3041Tommi Vatanen, Ilari T. Nieminen, Timo Honkela, Tapani Raiko, and Krista Lagus. Controlling self-organization and handling missing values in SOM and GTM. In Proceedings of WSOM 2012, to appear.
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3040Mari-Sanna Paukkeri, Marja Ollikainen, and Timo Honkela. Assessing user-specific difficulty of documents. Information Processing & Management, to appear.
Info
See www.sciencedirect.com ...
3039Xiang Gan, Jori Dubrovin, and Keijo Heljanko. A symbolic model checking approach to verifying satellite onboard software. In Proceedings of the 11th International Workshop on Automated Verification of Critical Systems (AVOCS 2011), to appear.
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3038Yoan Miche, Meng-Hiot Lim, Rizky Medzseva, and Amaury Lendasse. Meme representations for game agents. World Wide Web - Internet and Web Information System, NA(NA):NA, to appear. Special Issue of ELM2012 Conference, accepted for publication.
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3037Yoan Miche, Anton Akusok, József Hegedüs, Rui Nian, and Amaury Lendasse. A two-stage methodology using k-NN and false positive minimizing ELM for nominal data classification. Cognitive Computation, NA(NA):NA, to appear. Special Issue of ELM2012 Conference, accepted for publication.
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in print

3036Nima Reyhani, Jarkko Ylipaavalniemi, Ricardo Vigario, and Erkki Oja. Consistency and asymptotic normality of fastica and bootstrap fastica. Signal Processing, In print.
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2013

3035Francesco Corona, Michela Mulas, Herni Haimi, Laura Sundell, Mari Heinonen, and Riku Vahala. Monitoring nitrate concentrations in the denitrifying post-filtration unit of a municipal wastewater treatment plant. Journal of Process Control, 23(2):158–170, 2013.
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3034Andrea Röck and Kaisa Nyberg. Generalization of Matsui's Algorithm 1 to linear hull for key-alternating block ciphers. Designs, Codes and Cryptography, 66(1-3):175–193, 2013.
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3033Sami Keronen, Heikki Kallasjoki, Ulpu Remes, Guy J. Brown, Jort F. Gemmeke, and Kalle J. Palomäki. Mask estimation and imputation methods for missing data speech recognition in a multisource reverberant environment. Computer Speech and Language, 27(3):798–819, 2013.
Info
See dx.doi.org ...

2012

3032KyungHyun Cho, Tapani Raiko, Alexander Ilin, and Juha Karhunen. A two-stage pretraining algorithm for deep boltzmann machines. In NIPS 2012 Workshop on Deep Learning and Unsupervised Feature Learning, Lake Tahoe, December 2012.
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3031Sami Virpioja. Learning Constructions of Natural Language: Statistical Models and Evaluations. PhD thesis, Aalto University, December 2012.
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See lib.tkk.fi ...
3030Prem Raj Adhikari and Jaakko Hollmén. Multiresolution mixture modeling using merging of mixture components. In Steven C.H. Hoi and Wray Buntine, editors, Proceedings of Fourth Asian Conference on Machine Learning (ACML 2012), volume 25 of Journal of Machine Learning Research — Proceedings Track, pages 17–32, November 2012.
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3029Jaakko Hollmén, Panagiotis Papapetrou, and Luiz Augisto Pizzatto, editors. Proceedings of The Second International Workshop on Mining Communities and People Recommenders, -, November 2012. -.
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See research.ics.aalto.fi ...
3028Tarja Niini, Ilari Scheinin, Leo Lahti, Suvi Savola, Fredrik Mertens, Jaakko Hollmén, Tom Böhling, Aarne Kivioja, Karolin H. Nord, and Sakari Knuutila. Homozygous deletions of cadherin genes in chondrosarcoma — an array CGH study. Cancer Genetics, 205(11):588–593, November 2012.
Info
See dx.doi.org ...
3027Mats Sjöberg, Markus Koskela, Satoru Ishikawa, and Jorma Laaksonen. Real-time large-scale visual concept detection with linear classifiers. In Proceedings of 21st International Conference on Pattern Recognition, page 0, Tsukuba, Japan, November 2012.
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3026Mats Sjöberg, Satoru Ishikawa, Markus Koskela, Jorma Laaksonen, and Erkki Oja. PicSOM experiments in TRECVID 2012. In Proceedings of the TRECVID 2012 Workshop, page 0, Gaithersburg, MD, USA, November 2012.
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3025Janne Pylkkönen and Mikko Kurimo. Analysis of extended baum-welch and constrained optimization for discriminative training of hmms. IEEE Transcations on Audio, Speech, and Language Processing, 20(9):2409–2419, November 2012.
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3024Prem Raj Adhikari and Jaakko Hollmén. Multiresolution mixture modeling using merging of mixture components. In Steven C.H. Hoi and Wray Buntine, editors, Proceedings of Fourth Asian Conference on Machine Learning (ACML 2012), volume 25 of Journal of Machine Learning Research — Proceedings Track, pages 17–32, November 2012.
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3023Andre Mansikkaniemi and Mikko Kurimo. Adaptation of morpheme-based speech recognition for foreign entity names, HLT 2012. In Proceedings of the Fifth International Conference Human Language Technologies - The Baltic Perspective, pages 129–137. IOS Press, October 2012.
Info
See www.cl.ut.ee ...
3022Prem Raj Adhikari and Jaakko Hollmén. Fast progressive training of mixture models for model selection. In J.-G. Ganascia, P. Lenca, and J.-M. Petit, editors, Proceedings of Fifteenth International Conference on Discovery Science (DS 2012), volume 7569 of Lecture Notes in Artificial Intelligence, pages 194–208, Berlin Heidelberg, October 2012.
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3021Jaakko Hollmén, Frank Klawonn, and Allan Tucker, editors. Advances in Intelligent Data Analysis — Proceedings of the 11th International Symposium (IDA 2012), volume 7619 of Lecture Notes in Computer Science, Berlin Heidelberg, October 2012. Springer-Verlag.
Info
See dx.doi.org ...
3020K. Cho, T. Raiko, and J. Karhunen. Advances in training restricted boltzmann machines (abstract), October 2012.
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3019Andre Mansikkaniemi and Mikko Kurimo. Adaptation of morpheme-based speech recognition for foreign entity names, HLT 2012. In Proceedings of the Fifth International Conference Human Language Technologies - The Baltic Perspective. IOS Press, October 2012.
Info
See www.cl.ut.ee ...
3018Prem Raj Adhikari and Jaakko Hollmén. Fast Progressive Training of Mixture Models for Model Selection. In J.-G. Ganascia, P. Lenca, and J.-M. Petit, editors, Proceedings of Fifteenth International Conference on Discovery Science (DS 2012), volume 7569 of Lecture Notes in Artificial Intelligence, pages 194–208. Springer-Verlag, October 2012.
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3017Hannu Pulakka, Ulpu Remes, Santeri Yrttiaho, Kalle Palomäki, Mikko Kurimo, and Paavo Alku. Bandwidth extension of telephone speech to low frequencies using sinusoidal synthesis and a Gaussian mixture model. IEEE Trans. Audio, Speech, and Language Processing, 20(8):2219–2231, October 2012.
Info
See dx.doi.org ...
3016Guy J. Brown, Amy Beeston, and Kalle J. Palomäki. Perceptual compensation for the effects of reverberation on consonant identification: A comparison of human and machine performance. In Proc. Interspeech, pages 1–4, Portland, Oregon, September 2012.
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3015Miki Sirola and Jaakko Talonen. Self-organizing map based visualization techniques and their assessment. International Journal of Computing, 11(Vol.11,Issue 2):96–103, September 2012.
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3014Janne Pylkkönen and Mikko Kurimo. Optimization-based control for the extended baum-welch algorithm. In Proceedings of the 13th Annual Conference of the International Speech Communication Association, INTERSPEECH 2012. ISCA, September 2012.
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See www.interspeech2012.org ...
3013Janne Pylkkönen and Mikko Kurimo. Improving discriminative training for robust acoustic models in large vocabulary continuous speech recognition. In Proceedings of the 13th Annual Conference of the International Speech Communication Association, INTERSPEECH 2012. ISCA, September 2012.
Info
See www.interspeech2012.org ...
3012Tomi Janhunen and Vesa Luukkala. Meta programming with answer sets for smart spaces. In Markus Krötzsch and Umberto Straccia, editors, Proceedings of the 6th International Conference on Web Reasoning and Rule Systems, volume 7497 of Lecture Notes in Computer Science, pages 106–121, Vienna, Austria, September 2012. Springer.
Info
See dx.doi.org ...
3011Karin Junker, Dusan Sovilj, Ingrid Krönke, and Joachim Dippner. Climate induced changes in benthic macrofauna – A non-linear model approach. Journal of Marine Systems, 96-97(0):90–94, August 2012.
Info
See www.sciencedirect.com ...
3010A. Gusm ao and T. Raiko. Towards generalizing the success of monte-carlo tree search beyond the game of go. In Proceedings of the European Conference on Artificial Intelligence (ECAI 2012), volume 242 of Frontiers in Artificial Intelligence and Applications, pages 384–389. IOS Press, August 2012.
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3009Nima Reyhani, Jarkko Ylipaavalniemi, Ricardo Vigário, and Erkki Oja. Consistency and asymptotic normality of FastICA and bootstrap FastICA. Signal Processing, 92(8):1767–1778, August 2012.
Info
See dx.doi.org ...
3008Subhradeep Kayal. Experiments on the LFW database using curvelet transforms and a random forest-kNN cascade. In Digital Information Processing and Communications (ICDIPC), 2012 Second International Conference on, pages 146–149, Klaipeda, Lithuania, July 2012.
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3007Miki Sirola and Jaakko Talonen. Combining neural methods and knowledge-based methods in accident management. Advances in Artificial Neural Systems, 2012(534683):6, July 2012.
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3006Sami Virpioja, Mari-Sanna Paukkeri, Abhishek Tripathi, Tiina Lindh-Knuutila, and Krista Lagus. Evaluating vector space models with canonical correlation analysis. Natural Language Engineering, 18(03):399–436, July 2012.
Info
See dx.doi.org ...
3005Andre Mansikkaniemi and Mikko Kurimo. Unsupervised vocabulary adaptation for morph-based language models. In Proceedings of the NAACL 2012 Workshop on the Future of Language Modeling for HLT, pages 37–40. ACL, June 2012.
Info
See sites.google.com ...
3004Kaj Sotala and Harri Valpola. Coalescing minds: brain uploading-related group mind scenarios. International Journal of Machine Consciousness, 04(01):293–312, June 2012.
Info
See www.worldscientific.com ...
3003Andre Mansikkaniemi and Mikko Kurimo. Unsupervised vocabulary adaptation for morph-based language models. In Proceedings of the NAACL 2012 Workshop on the Future of Language Modeling for HLT. ACL, June 2012.
Info
See sites.google.com ...
3002Olli Saarikivi, Kari Kähkönen, and Keijo Heljanko. Improving dynamic partial order reductions for concolic testing. In Proceedings of the 12th International Conference on Application of Concurrency to System Design (ACSD 2012), pages 132–141, June 2012.
Info
See doi.ieeecomputersociety.org ...
3001Tomi Janhunen and Ilkka Niemelä. Applying visible strong equivalence in answer-set program transformations. In Esra Erdem, Joohyung Lee, Yuliya Lierler, and David Pearce, editors, Correct Reasoning – Essays on Logic-Based AI in Honour of Vladimir Lifschitz, volume 7265 of Lecture Notes in Computer Science, pages 363–379, Rome, Italy, June 2012. Springer.
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See dx.doi.org ...
3000Matti Karppa, Tommi Jantunen, Ville Viitaniemi, Jorma Laaksonen, Birgitta Burger, and Danny De Weerdt. Comparing computer vision analysis of signed language video with motion capture recordings. In Proceedings of 8th Language Resources and Evaluation Conference (LREC 2012), page 0, Istanbul, Turkey, May 2012. Available online at http://www.lrec-conf.org/proceedings/lrec2012/pdf/321_Paper.pdf.
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2999Jithra Adikari, Vassil Dimitrov, and Kimmo Järvinen. A fast hardware architecture for integer to NAF conversion for Koblitz curves. IEEE Transactions on Computers, 61(5):732–737, May 2012.
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See dx.doi.org ...
2998Philipp Grabher, Johann Grossschädl, Simon Hoerder, Kimmo Järvinen, Dan Page, Stefan Tillich, and Marcin Wójcik. An exploration of mechanisms for dynamic cryptographic instruction set extension. Journal of Cryptographic Engineering, 2(1):1–18, May 2012.
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See dx.doi.org ...
2997Andrej Gisbrecht, Dusan Sovilj, Barbara Hammer, and Amaury Lendasse. Relevance learning for time series inspection. In ESANN 2012, Computational Intelligence and Machine Learning, pages 489–494, April 25-27 2012.
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See research.ics.tkk.fi ...
2996Janne Toivola, Mikko Korpela, and Antti Rasinen. NIP - dynamic Bayesian network library. GitHub, April 2012.
Info
See github.com ...
2995Miguel A. Prada, Janne Toivola, Jyrki Kullaa, and Jaakko Hollmén. Three-way analysis of structural health monitoring data. Neurocomputing, 80(0):119–128, March 2012.
Info
See dx.doi.org ...
2994Miguel A. Prada, Janne Toivola, Jyrki Kullaa, and Jaakko Hollmén. Three-way analysis of structural health monitoring data. Neurocomputing, 80(0):119–128, March 2012.
Info
See dx.doi.org ...
2993Reima Karhila, Rama Sanand Doddipatla, Mikko Kurimo, and Peter Smit. Creating synthetic voices for children by adapting adult average voice using stacked transformations and vtln. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, March 2012.
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2992Reima Karhila, Rama Sanand Doddipatla, Mikko Kurimo, and Peter Smit. Creating synthetic voices for children by adapting adult average voice using stacked transformations and VTLN. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), page 0, Kyoto, March 2012.
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2991Jarkko Ylipaavalniemi, Nima Reyhani, and Ricardo Vigário. Distributional Convergence of Subspace Estimates in FastICA: A Bootstrap Study. In 10th International Conference on Latent Variable Analysis and Source Separation (LVA/ICA 2012), pages 123–130, March 2012.
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See dx.doi.org ...
2990Arto Klami. Variational Bayesian matching. In Steven C.H. Hoi and Wray Buntine, editors, Proceedings of Asian Conference on Machine Learning, volume 25 of JMLR C&WP, pages 205–220. JMLR, 2012. Best paper award.
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2989Seppo Virtanen, Yangqing Jia, Arto Klami, and Trevor Darrell. Factorized multi-modal topic model. In Nando de Freitas and Kevin Murphy, editors, Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, pages 843–851, Corvallis, Oregon, 2012. AUAI Press.
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2988Janne Hakkarainen, Alexander Ilin, Antti Solonen, Marko Laine, Heikki Haario, Johanna Tamminen, Erkki Oja, and Heikki Järvinen. On closure parameter estimation in chaotic systems. Nonlinear Processes in Geophysics, 19(-):127–143, 2012.
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See dx.doi.org ...
2987Billy Bob Brumley. Secure and fast implementations of two involution ciphers. In Tuomas Aura, Kimmo Järvinen, and Kaisa Nyberg, editors, Information Security Technology for Applications - 15th Nordic Conference on Secure IT Systems, NordSec 2010, Espoo, Finland, October 27-29, 2010, Revised Selected Papers, volume 7127 of Lecture Notes in Computer Science, pages 269–282. Springer, 2012.
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2986Billy Bob Brumley, Manuel Barbosa, Dan Page, and Frederik Vercauteren. Practical realisation and elimination of an ECC-related software bug attack. In Orr Dunkelman, editor, Topics in Cryptology - CT-RSA 2012 - The Cryptographers' Track at the RSA Conference 2012, San Francisco, CA, USA, February 27 - March 2, 2012. Proceedings, volume 7178 of Lecture Notes in Computer Science, pages 171–186. Springer, 2012.
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2985Alberto Guillén, Dusan Sovilj, Mark van Heeswijk, Luis Javier Herrera, Amaury Lendasse, Héctor Pomares, and Ignacio Rojas. Evolutive approaches for variable selection using a non-parametric noise estimator. In Francisco Fernández de Vega, José Ignacio Hidalgo Pérez, and Juan Lanchares, editors, Parallel Architectures and Bioinspired Algorithms, volume 415 of Studies in Computational Intelligence, pages 243–266. Springer, Berlin Heidelberg, 2012.
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2984Hannes Heikinheimo, Jussi T. Eronen, Alexander Sennikov, Christopher D. Preston, Emilia Oikarinen, Pertti Uotila, Heikki Mannila, and Mikael Fortelius. Convergence in the distribution patterns of europe’s plants and mammals is due to environmental forcing. Journal of Biogeography, 39(9):1633–1644, 2012.
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See dx.doi.org ...
2983Elena Czeizler, Eugen Czeizler, Bogdan Iancu, and Ion Petre. Quantitative model refinement as a solution to the combinatorial size explosion of biomodels. Electronic Notes in Theoretical Computer Science, 284(0):35–53, 2012.
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2982Eugen Czeizler, Andrzej Mizera, Elena Czeizler, Ralph-Johan Back, John E. Eriksson, and Ion Petre. Quantitative analysis of the self-assembly strategies of intermediate filaments from tetrameric vimentin. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9(3):885–898, 2012.
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2981Eugen Czeizler, Vladimir Rogojin, and Ion Petre. The phosphorylation of the heat shock factor as a modulator for the heat shock response. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9(5):885–898, 2012.
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2980Eugen Czeizler and Alexandru Popa. Synthesizing minimal tile sets for complex patterns in the framework of patterned dna self-assembly. In Darko Stefanovic and Andrew J. Turberfield, editors, DNA Computing and Molecular Programming - 18th International Conference, DNA 18. Proceedings, volume 7433 of Lecture Notes in Computer Science, pages 58–72. Springer, 2012.
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2979Abdulmelik Mohammed, Daniel Pletea, and Eugen Czeizler. Computational modelling of the kinetic tile assembly model using a rule-based approach. In DNA Computing and Molecular Programming - 18th International Conference, DNA 18. Abstracts of Talks and Posters, page 36, 2012. Poster.
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2978Andrzej Mizera, Eugen Czeizler, and Ion Petre. Self-assembly models of variable resolution. LNBI Transactions on Computational Systems Biology, XIV(7625):181–203, 2012.
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2977Michela Mulas, Francesco Corona, Herni Haimi, Laura Sundell, Mari Heinonen, and Riku Vahala. Nitrate estimation in the denitrifying post-filtration unit of a municipal wastewater treatment plant: the viikinmäki case. Water Science & Technology, 65(8):1521–1529, 2012.
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2976Francesco Corona, Michela Mulas, Roberto Baratti, and Jose Romagnoli. Data-derived analysis and inference for an industrial deethanizer. Industrial & Engineering Chemistry Research, 51(42):13732–13742, 2012.
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2975Panu Erästö, Fabian Hoti, and Kari Auranen. Modeling transmission of multitype infectious agents - application to carriage of ıt Streptococcus pneumoniae. Statistics in Medicine, doi: 10.1002/sim.4487, 2012.
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See onlinelibrary.wiley.com ...
2974Elisabeth Georgii and Koji Tsuda. Density-based set enumeration in structured data. In Matthias Dehmer and Subhash C Basak, editors, Statistical and Machine Learning Approaches for Network Analysis, pages 261–301. John Wiley & Sons, Inc., 111 River Street, Hoboken, New Jersey, 2012.
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See dx.doi.org ...
2973Mehmet Gönen. Predicting drug–target interactions from chemical and genomic kernels using Bayesian matrix factorization. Bioinformatics, 28(18):2304–2310, 2012.
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See bioinformatics.oxfordjournals.org ...
2972Mehmet Gönen. A Bayesian multiple kernel learning framework for single and multiple output regression. In Proceedings of the 20th European Conference on Artifical Intelligence, pages 354–359, 2012.
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2971Gülefsan Bozkurt Gönen, Mehmet Gönen, and Fikret Gürgen. Probabilistic and discriminative group-wise feature selection methods for credit risk analysis. Expert Systems with Applications, 39(14):11709–11717, 2012.
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See www.sciencedirect.com ...
2970Mehmet Gönen. Bayesian efficient multiple kernel learning. In Proceedings of the 29th International Conference on Machine Learning, pages 1–8, 2012.
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2969Mehmet Gönen. Bayesian supervised multilabel learning with coupled embedding and classification. In Proceedings of the 12th SIAM International Conference on Data Mining, pages 367–378, 2012.
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2968Guohua Liu, Tomi Janhunen, and Ilkka Niemelä. Answer set programming via mixed integer programming. In Principles of Knowledge Representation and Reasoning, pages 32–42, 2012.
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2967S. Lehmusvaara, T. Erkkilä, A. Urbanucci, K. Waltering, J. Seppälä, V. Tuominen, J. Isola, P. Kujala, H. Lähdesmäki, A. Kaipia, T. L. J. Tammela, and T. Visakorpi. Chemical castration and antiandrogens induce differential gene expression in prostate cancer. The Journal of Pathology, 227(3):336–345, 2012.
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See onlinelibrary.wiley.com ...
2966A. Larjo, I. Shmulevich, and Harri Lähdesmäki. Structure learning for bayesian networks as models of biological networks. In Data Mining for Systems Biology, Methods in Molecular Biology, 2012.
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2965He Zhang, Tele Hao, Zhirong Yang, and Erkki Oja. Pairwise clustering with t-PLSI. In Proceedings of 22nd International Conference on Artificial Neural Networks (ICANN 2012), volume 7553 of Lecture Notes in Computer Science, pages 411–418, Lausanne, Switzerland, 2012. Springer.
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2964Jori Dubrovin, Tommi Junttila, and Keijo Heljanko. Exploiting step semantics for efficient bounded model checking of asynchronous systems. Science of Computer Programming, 77(10–11):1095–1121, 2012.
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See dx.doi.org ...
2963Jaakko Hollmén. Mixture modeling of gait patterns from sensor data. In Proceedings of the 5th International Conference on Pervasive Technologies and Relative to Assistive Environments. ACM, 2012.
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See users.ics.aalto.fi ...
2962Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos, and Vassilis Athitsos. A survey of query-by-humming similarity methods. In Proceedings of the 5th International Conference on Pervasive Technologies and Relative to Assistive Environments. ACM, 2012.
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2961Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos, Vassilis Athitsos, and George Kollios. Hum-a-song: A subsequence matching with gaps-range-tolerances query-by-humming system. Proceedings of the Very Large Databases Endowement (PVLDB), 4(12):1930–1933, 2012.
Info
See vldb.org ...
2960Panagiotis Papapetrou, Tatiana Chistiakova, Jaakko Hollmén, and Vana Kalogeraki Dimitrios Gunopulos. Finding representative objects using link analysis ranking. In Proceedings of the 5th International Conference on Pervasive Technologies and Relative to Assistive Environments. ACM, 2012.
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2959Mari-Sanna Paukkeri, Jaakko Väyrynen, and Antti Arppe. Exploring extensive linguistic feature sets in near-synonym lexical choice. In Proceedings of 13th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing), volume 7182 of Lecture Notes in Computer Science, pages 1–12. Springer, 2012.
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2958Janne Pylkkönen and Mikko Kurimo. Improving discriminative training for robust acoustic models in large vocabulary continuous speech recognition. In Proceedings of the 13th Annual Conference of the International Speech Communication Association (Interspeech 2012), pages 1–4, 2012.
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2957Janne Pylkkönen and Mikko Kurimo. Optimization-based control for the extended baum-welch algorithm. In Proceedings of the 13th Annual Conference of the International Speech Communication Association (Interspeech 2012), pages 1–4, 2012.
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2956Juha Raitio, Tapani Raiko, and Timo Honkela. Hybrid bilinear and trilinear models for exploratory analysis of three-way poisson counts. In Alessandro E. Villa, Włodzisław Duch, Péter Érdi, Francesco Masulli, and Günther Palm, editors, Artificial Neural Networks and Machine Learning – ICANN 2012, volume 7553 of Lecture Notes in Computer Science, pages 475–482. Springer, 2012.
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2955Jaakko Peltonen and Konstantinos Georgatzis. Efficient optimization for data visualization as an information retrieval task. In Ignacio Santamaría, Jerónimo Arenas-García, Gustavo Camps-Valls, Deniz Erdogmus, Fernando Pérez-Cruz, and Jan Larsen, editors, Proceedings of MLSP 2012, the 2012 IEEE International Workshop on Machine Learning for Signal Processing, page electronic proceedings, Piscataway, NJ, 2012. IEEE.
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2954Jussi T. Eronen, M. Fortelius, F.T. Portmann, K. Puolamäki, and Christine M. Janis. Neogene aridification of the Northern Hemisphere. Geology, 40(9):823–826, 2012.
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2953Liping Liu, Kai Puolamäki, Jussi T. Eronen, Majid M. Ataabadi, Elina Hernesniemi, and Mikael Fortelius. Dental functional traits of mammals resolve productivity in terrestrial ecosystems past and present. Proceedings of the Royal Society B, 279(1739):2793–2799, 2012.
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2952K. Cho, A. Ilin, and T. Raiko. Tikhonov-type regularization for restricted Boltzmann machines. In Artificial Neural Networks and Machine Learning - ICANN 2012, volume 7552 of Lecture Notes in Computer Science, pages 81–88. Springer, 2012.
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2951Jens Brandt and Keijo Heljanko. Proceedings of the 12th International Conference on Application of Concurrency to System Design (ACSD 2012). IEEE, Hamburg, Germany, 2012.
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2950Jussi Lahtinen, Janne Valkonen, Kim Björkman, Juho Frits, Ilkka Niemelä, and Keijo Heljanko. Model checking of safety-critical software in the nuclear engineering domain. Reliability Engineering & System Safety (RESS), 105(0):104–113, 2012.
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2949Jussi Lahtinen, Tuomas Launiainen, Keijo Heljanko, and Jonatan Ropponen. Model checking methodology for large systems, faults and asynchronous behaviour - SARANA 2011 work report. VTT Technology 12, VTT Technical Research Centre of Finland, Espoo, 2012.
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2948Xiang Gan, Jori Dubrovin, and Keijo Heljanko. A symbolic model checking approach to verifying satellite onboard software. Electronic Communications of the EASST - Proceedings of the 11th International Workshop on Automated Verification of Critical Systems (AVOCS 2011), 46(0):1–15, 2012.
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2947Keijo Heljanko, Misa Keinänen, Martin Lange, and Ilkka Niemelä. Solving parity games by a reduction to SAT. Journal of Computer and System Sciences, 78(2):430–440, 2012.
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2946Roland Kindermann, Tommi Junttila, and Ilkka Niemelä. Beyond lassos: Complete SMT-based bounded model checking for timed automata. In Holger Giese and Grigore Rosu, editors, Formal Techniques for Distributed Systems, volume 7273 of Lecture Notes in Computer Science, pages 84–100. Springer, 2012.
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2945Roland Kindermann, Tommi Junttila, and Ilkka Niemelä. SMT-based induction methods for timed systems. In Marcin Jurdzinski and Dejan Nickovic, editors, Formal Modeling and Analysis of Timed Systems, volume 7595 of Lecture Notes in Computer Science, pages 171–187. Springer, 2012.
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2944Kimmo Järvinen, Céline Blondeau, Dan Page, and Michael Tunstall. Harnessing biased faults in attacks on ECC-based signature schemes. In Proceedings of the 9th Workshop on Fault Diagnosis and Tolerance in Cryptography, FDTC 2012, pages 72–82. IEEE Computer Society, 2012.
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2943Tuomas Aura, Kimmo Järvinen, and Kaisa Nyberg, editors. Information Security Technology for Applications, 15th Nordic Conference on Secure IT Systems, NordSec 2010, Aalto University, Finland, October 27-29, 2010, Revised Selected Papers, volume 7127 of Lecture Notes in Computer Science, Heidelberg, Berlin, 2012. Springer.
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2942Miia Hermelin and Kaisa Nyberg. Multidimensional linear distinguishing attacks and Boolean functions. Cryptography and Communications, 4(1):47–64, 2012.
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2941Kaisa Nyberg. "Provable" security against differential and linear cryptanalysis. In Anne Canteaut, editor, Fast Software Encryption FSE 2012, volume 7549 of Lecture Notes in Computer Science, pages 1–8. Springer, 2012.
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2940Andrey Bogdanov, Gregor Leander, Kaisa Nyberg, and Meiqin Wang. Integral and multidimensional linear distinguishers with correlation zero. In Xiaoyun Wang and Kazue Sako, editors, Advances in Cryptology – ASIACRYPT 2012, volume 7658 of Lecture Notes in Computer Science, pages 244–261. Springer, 2012.
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2939J.E. Iglesias, M.R. Sabuncu, and K. Van Leemput. A generative model for multi-atlas segmentation across modalities. In Proceedings 9th IEEE International Symposium on Biomedical Imaging – ISBI 2012, pages 888–891, 2012.
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2938J.E. Iglesias, M.R. Sabuncu, and K. Van Leemput. Incorporating parameter uncertainty in bayesian segmentation models: Application to hippocampal subfield volumetry. In Lecture Notes in Computer Science, vol. 7512, pages 50–57, 2012.
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2937J.E. Iglesias, M.R. Sabuncu, and K. Van Leemput. A generative model for probabilistic label fusion of multimodal data. In Lecture Notes in Computer Science, vol. 7509, pages 115–133, 2012.
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2936M.R. Sabuncu and K. Van Leemput. The relevance voxel machine (rvoxm): A self-tuning bayesian model for informative image-based prediction. IEEE Transactions on Medical Imaging, 31(12):2290–2306, 2012.
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2935Kari Kähkönen, Olli Saarikivi, and Keijo Heljanko. Using unfoldings in automated testing of multithreaded programs. In Proceedings of the 27th IEEE/ACM International Conference Automated Software Engineering 2012 (ASE 2012), pages 150–159, 2012.
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2934Lauri Ahlroth and Pekka Orponen. Unordered constraint satisfaction games. In Branislav Rovan, Vladimiro Sassone, and Peter Widmayer, editors, Mathematical Foundations of Computer Science 2012, volume 7464 of Lecture Notes in Computer Science, pages 64–75. Springer, 2012.
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2933Lauri Ahlroth. Online Algorithms in Resource Management and Constraint Satisfaction. Unigrafia, Helsinki, Finland, 2012. Doctoral thesis.
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2932Jefrey Lijffijt and Stefan Th. Gries. Correction to Stefan Th. Gries' ``Dispersions and adjusted frequencies in corpora'', 2012.
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2931Jefrey Lijffijt, Tanja Säily, and Terttu Nevalainen. CEECing the baseline: Lexical stability and significant change in a historical corpus. In Jukka Tyrkkö, Matti Kilpiö, Terttu Nevalainen, and Matti Rissanen, editors, Outposts of Historical Corpus Linguistics: From the Helsinki Corpus to a Proliferation of Resources, volume 10 of Studies in Variation, Contacts and Change in English, page 0. Research Unit for Variation, Contacts and Change in English, Helsinki, 2012.
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2930Jefrey Lijffijt, Panagiotis Papapetrou, and Kai Puolamäki. Size matters: Finding the most informative set of window lengths. In Peter A. Flach, Tijl De Bie, and Nello Cristianini, editors, Machine Learning and Knowledge Discovery in Databases, volume 7524 of Lecture Notes in Computer Science, pages 451–466. Springer Berlin Heidelberg, 2012.
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2929Turo Vartiainen and Jefrey Lijffijt. Premodifying -ing participles in the parsed BNC. In Joybrato Mukherjee and Magnus Huber, editors, Corpus Linguistics and Variation in English: Theory and Description, volume 75 of Language and Computers - Studies in Practical Linguistics, pages 247–258. Rodopi Amsterdam, 2012.
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2928Matti Niemenmaa, Aleksi Kallio, André Schumacher, Petri Klemelä, Eija Korpelainen, and Keijo Heljanko. Hadoop-BAM: Directly manipulating next generation sequencing data in the cloud. Bioinformatics, 28(6):876–877, 2012.
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2927Nicolau Gonçalves and Ricardo Vigário. Clustering through som consistency. In Aurélio Campilho and Mohamed Kamel, editors, Proceedings of Image Analysis and Recognition, volume 7324 of Lecture Notes in Computer Science, pages 61–68, Aveiro, Portugal, 2012. Springer Berlin / Heidelberg.
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2926E. Eirola, A. Lendasse, V. Vandewalle, and C. Biernacki. Mixture of gaussians for distance estimation with missing data. In Machine Learning Reports 03/2012, pages 37–45, 2012. Proceedings of the Workshop - New Challenges in Neural Computation 2012.
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2925Thomas Erlebach, Sotiris Nikoletseas, and Pekka Orponen, editors. Algorithms for Sensor Systems: 7th International Symposium on Algorithms for Sensor Systems, Wireless Ad Hoc Networks and Autonomous Mobile Entities, ALGOSENSORS 2011, Saarbrücken, Germany, September 8–9, 2011, Revised Selected Papers, volume 7111 of Lecture Notes in Computer Science. Springer-Verlag, Berlin Heidelberg, 2012.
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2924Panagiotis Papapetrou, Gary Benson, and George Kollios. Mining poly-regions in DNA. In International Journal of Data Mining and Bioinformatics (IJDMB). INDERSCIENCE, 2012.
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2923W. Delezuch, P. Marttinen, H. Kokki, M. Heikkinen, K. Vanamo, K. Pulkki, and I. Matinlauri. Serum and csf soluble cd26 and cd30 concentrations in healthy pediatric surgical outpatients. Tissue Antigens, 80(4):368–375, 2012.
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2922T. Peltola, P. Marttinen, and A. Vehtari. Finite adaptation and multistep moves in the metropolis-hastings algorithm for variable selection in genome-wide association analysis. PLoS ONE, 7(11):e49445, 2012.
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2921S. Castillo-Ramirez, J. Corander, P. Marttinen, M. Aldeljawi, W.P. Hanage, H. Westh, K. Boye, Z. Gulay, S.D. Bentley, J. Parkhill, M.T. Holden, and E.J. Feil. Phylogeographic variation in recombination rates within a global clone of methicillin-resistant staphylococcus aureus (mrsa). Genome Biology, 13(12):R126, 2012.
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2920Fedor V. Fomin and Petteri Kaski, editors. Algorithm Theory – SWAT 2012, 13th Scandinavian Symposium and Workshops, Helsinki, Finland, July 4–6, 2012. Proceedings, volume 7357 of Lecture Notes in Computer Science, Berlin, 2012. Springer.
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2919Matti Järvisalo, Petteri Kaski, Mikko Koivisto, and Janne H. Korhonen. Finding efficient circuits for ensemble computation. In Alessandro Cimatti and Roberto Sebastiani, editors, Proceedings of the Fifteenth International Conference on Theory and Applications of Satisfiability Testing (Trento, 17–20 June, 2012), volume 7317 of Lecture Notes in Computer Science, pages 369–382. Springer, 2012.
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2918Petteri Kaski, Mikko Koivisto, and Jesper Nederlof. Homomorphic hashing for sparse coefficient extraction. In Dimitrios M. Thilikos and Gerhard J. Woeginger, editors, Proceedings of the Seventh International Symposium on Parameterized and Exact Computation (IPEC 2012, Ljubljana, Slovenia, 12–14 September, 2012), volume 7535 of Lecture Notes in Computer Science, pages 147–158, Berlin, 2012. Springer.
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2917Petteri Kaski, Mikko Koivisto, and Janne H. Korhonen. Fast monotone summation over disjoint sets. In Dimitrios M. Thilikos and Gerhard J. Woeginger, editors, Proceedings of the Seventh International Symposium on Parameterized and Exact Computation (IPEC 2012, Ljubljana, Slovenia, 12–14 September, 2012), volume 7535 of Lecture Notes in Computer Science, pages 159–170, Berlin, 2012. Springer.
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2916Andreas Björklund, Thore Husfeldt, Petteri Kaski, Mikko Koivisto, Jesper Nederlof, and Pekka Parviainen. Fast zeta transforms for lattices with few irreducibles. In Proceedings of the Twenty-Third Annual ACM-SIAM Symposium on Discrete Algorithms (Kyoto, 17–19 January, 2012), pages 1436–1444, Philadelphia, PA, 2012. SIAM.
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2915Petteri Kaski, Mahdad Khatirinejad, and Patric R. J. Östergård. Steiner triple systems satisfying the 4-vertex condition. Designs, Codes and Cryptography, 62(3):323–330, 2012.
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2914Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. The travelling salesman problem in bounded degree graphs. ACM Transactions on Algorithms, 8(2):Article No. 18, 2012.
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2913R. Calandra, T. Raiko, F. Montesino Pouzols, and M. P. Deisenroth. Learning deep belief networks from non-stationary streams. In Artificial Neural Networks and Machine Learning - ICANN 2012, volume 7553 of Lecture Notes in Computer Science, pages 379–386. Springer, 2012.
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2912A. Gusm ao and T. Raiko. Reinforcement learning in real-time strategy games (extended abstract). In Proceedings of the Yhdistetyt tietojenkäsittelyn päivät (YTP 2012), pages 1–4, 2012.
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2911Tapani Raiko, Harri Valpola, and Yann LeCun. Deep learning made easier by linear transformations in perceptrons. In Proc. of the 15th Int. Conf. on Artificial Intelligence and Statistics (AISTATS 2012), JMLR W&CP, volume 22, pages 924–932, 2012.
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2910Qi Yu, Yoan Miche, Emil Eirola, Mark van Heeswijk, Eric Séverin, and Amaury Lendasse. Regularized extreme learning machine for regression with missing data. accepted to Neurocomputing, 2012.
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2909Risto M. Hakala. An upper bound for the linearity of Exponential Welch Costas functions. Finite Fields and Their Applications, 18(4):855–862, 2012.
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2908M. Heinonen, H. Shen, N. Zamboni, and J. Rousu. Metabolite identification and molecular fingerprint prediction through machine learning. Bioinformatics, 28(18):2333–2341, 2012.
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2907Zhirong Yang and Erkki Oja. Quadratic nonnegative matrix factorization. Pattern Recognition, 45(4):1500–1510, 2012.
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2906Zhirong Yang and Erkki Oja. Clustering by low-rank doubly stochastic matrix decomposition. In Proceedings of 29th International Conference on Machine Learning (ICML2012), page 0, Edinbourgh, United Kingdom, 2012.
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2905Zhiyun Lu, Zhirong Yang, and Erkki Oja. Selecting -divergence for nonnegative matrix factorization by score matching. In Proceedings of 22nd International Conference on Artificial Neural Networks (ICANN 2012), volume 7553 of Lecture Notes in Computer Science, pages 419–426, Lausanne, Switzerland, 2012. Springer.
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2904Zhirong Yang, He Zhang, and Erkki Oja. Online projective nonnegative matrix factorization for large datasets. In Proceedings of 19th International Conference on Neural Information Processing (ICONIP 2012), pages 285–290, Doha, Qatar, 2012. Springer.
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2903Zhirong Yang, Tele Hao, Onur Dikmen, Xi Chen, and Erkki Oja. Clustering by nonnegative matrix factorization using graph random walk. In Advances in Neural Information Processing Systems 25 (NIPS2012), pages 1088–1096, Lake Tahoe, USA, 2012.
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2902M. Almeida, R. Vigário, and J. Bioucas-Dias. Estimation of the common oscillation for phase locked matrix factorization. In Proc. of 1st Int. Conf. on Pattern Recognition Applications and Methods (ICPRAM'12), pages 78–85, 2012.
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2901M. Almeida, R. Vigário, and J. Bioucas-Dias. The role of whitening for separation of synchronous sources. In 10th International Conference on Latent Variable Analysis and Source Separation (LVA/ICA 2011), pages 139–146, 2012.
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2900J. Korpela, R. Vigário, and M. Huotilainen. The effects of automatic blink correction on auditory evoked potentials. In Proc. of 34th Annual Int. Conf. of the IEEE Engineering and Medicine in Biology Society (EMBC2012), page xxx, 2012.
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2899José Caldas, Nils Gehlenborg, Eeva Kettunen, Ali Faisal, Mikko Rönty, Andrew G. Nicholson, Sakari Knuutila, Alvis Brazma, and Samuel Kaski. Data-driven information retrieval in heterogeneous collections of transcriptomics data links SIM2s to malignant pleural mesothelioma. Bioinformatics, 28(2):246–253, 2012. Supplementary data and source code are available from http://www.ebi.ac.uk/fg/research/rex.
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2898Jukka Corander, Tero Aittokallio, Samuli Ripatti, and Samuel Kaski. The rocky road to personalized medicine: computational and statistical challenges. Personalized Medicine, 9(2):109–114, 2012.
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2897Ali Faisal, Jussi Gillberg, Jaakko Peltonen, Gayle Leen, and Samuel Kaski. Sparse nonparametric topic model for transfer learning. In Proceedings of 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, pages 269–274, 2012.
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2896Elisabeth Georgii, Jarkko Salojärvi, Mikael Brosché, Jaakko Kangasjärvi, and Samuel Kaski. Targeted retrieval of gene expression measurements using regulatory models. Bioinformatics, 28(18):2349–2356, 2012.
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2895Melih Kandemir, Arto Klami, Akos Vetek, and Samuel Kaski. Unsupervised inference of auditory attention from biosensors. In Peter A. Flach, Tijl De Bie, and Nello Cristianini, editors, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2012), Lecture Notes in Computer Science, pages 403–418, Heidelberg, Germany, 2012. Springer.
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2894Melih Kandemir and Samuel Kaski. Learning relevance from natural eye movements in pervasive interfaces. In Louis-Philippe Morency and Dan Bohus, editors, Proceedings of the International Conference on Multimodal Interaction, ICMI '12, pages 85–82, New York, NY, 2012. ACM.
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2893Suleiman A. Khan, Ali Faisal, John Patrick Mpindi, Juuso A. Parkkinen, Tuomo Kalliokoski, Antti Poso, Olli P. Kallioniemi, Krister Wennerberg, and Samuel Kaski. Comprehensive data-driven analysis of the impact of chemoinformatic structure on the genome-wide biological response profiles of cancer cells to 1159 drugs. BMC Bioinformatics, 13(112), 2012.
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2892Miika Koskinen, Jaakko Viinikanoja, Mikko Kurimo, Arto Klami, Samuel Kaski, and Riitta Hari. Identifying fragments of natural speech from the listener's MEG signals. Human Brain Mapping, -(-):–, 2012.
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2891Gayle Leen, Jaakko Peltonen, and Samuel Kaski. Focused multi-task learning in a Gaussian process framework. Machine Learning, 89(1-2):157–182, 2012.
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2890Jaakko Peltonen, Tapani Raiko, and Samuel Kaski, editors. Neurocomputing, Special Issue on Machine Learning for Signal Processing 2010, 80:1-128, -, 2012. -.
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2889Seppo Virtanen, Arto Klami, Suleiman A. Khan, and Samuel Kaski. Bayesian group factor analysis. In Neil Lawrence and Mark Girolami, editors, Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, volume 22 of JMLR W&CP, pages 1269–1277. JMLR, 2012.
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2888Nathan Bryan, Ehsan Chiniforooshan, David Doty, Lila Kari, and Shinnosuke Seki. The power of nondeterminism in self-assembly. Theory of Computing, 2012.
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2887Ehsan Chiniforooshan, Mark Daley, Oscar H. Ibarra, Lila Kari, and Shinnosuke Seki. One-reversal counter machines and multihead automata: Revisited. Theoretical Computer Science, 454:81–87, 2012.
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2886S. Z. Fazekas, H. Ito, Y. Okuno, S. Seki, and K. Taneishi. On computational complexity of graph inference from counting. Natural Computing, 2012. DOI:10.1007/s11047-012-9349-2.
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2885O. H. Ibarra and S. Seki. Characterizations of bounded semilinear languages by one-way and two-way deterministic machines. International Journal of Foundations of Computer Science, 2012.
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2884L. Kari, S. Kopecki, and S. Seki. Iterated hairpin completions of non-crossing words. In Proceedings of the 38th International Conference on Current Trends in Theory and Pratice of Computer Science (SOFSEM 2012, Spindleruv Mlyn, Czech Republic, January 21-27, 2012), volume 7174 of Lecture Notes in Computer Science, pages 337–348. Springer, 2012.
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2883L. Kari, S. Seki, and P. Sosik. Dna computing: Foundations and implications. In G. Rozenberg, T. Bäck, and J. N. Kok, editors, Handbook of Natural Computing, volume 3, pages 1073–1127. Springer, 2012.
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2882L. Kari, S. Seki, and Z. Xu. Triangular and hexagonal tile assembly systems. In Proceedings of the International Workshop on Theoretical Computer Science (WTCS 2012, Auckland, New Zealand, February 21-24, 2012), volume 7160 of Lecture Notes in Computer Science, pages 357–375. Springer, 2012.
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2881Giovanna J. Lavado, Giovanni Pighizzini, and Shinnosuke Seki. Converting nondeterministic automata and context-free grammars into Parikh equivalent deterministic automata. In Proceedings of the 16th International Conference on Developments in Language Theory (DLT 2012, Taipei, Taiwan, August 14-17, 2012), volume 7410 of Lecture Notes in Computer Science, pages 284–295. Springer, 2012.
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2880S. Seki. Absoluteness of subword inequality is undecidable. Theoretical Computer Science, 418:116–120, 2012.
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2879S. Seki and Y. Okuno. On the behavior of tile assembly system at high temperatures. In Proceedings of the Turing Centenary Conference - How the World Computes (CiE 2012, Cambridge, United Kingdom, June 18-23, 2012), volume 7318 of Lecture Notes in Computer Science, pages 550–560. Springer, 2012.
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2878Sami Virpioja. Evaluation methods for unsupervised natural language learning. In Sasu Tarkoma, Joni-Kristian Kämäräinen, and Tapio Pahikkala, editors, Federated Computer Science Event 2012, number B-2012-1 in Department of Computer Science Series of Publications B, pages 66–67, Helsinki, Finland, 2012. Department of Computer Science, University of Helsinki.
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2877Siert Wieringa. Understanding, improving and parallelizing MUS finding using model rotation. In Principles and Practice of Constraint Programming (CP), Lecture Notes in Computer Science, pages 672–687, 2012.
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2876Jaakko Talonen, Miki Sirola, and Mika Sulkava. Network Visualization of Car Inspection Data using Graph Layout. In DATA ANALYTICS 2012, The First International Conference on Data Analytics, pages 39–42, 2012.
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2875Jaakko Talonen, Mika Sulkava, and Miki Sirola. The Finnish Car Rejection Reasons Shown in an Interactive SOM Visualization Tool. In Pablo A. Estévez, José C. Príncipe, and Pablo Zegers, editors, Advances in Self-Organizing Maps, volume 198 of Advances in Intelligent Systems and Computing, pages 325–334. Springer, 2012.
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2874Yasir Mehmood and Timo Honkela. Comparing talks, realities and concerns over the climate change: Comparing texts with numerical and categorical data. In Proceedings of Conference on Language and Technology 2012, pages 21–27. Society for Natural Language Processing, Lahore, Pakistan, 2012.
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2873Eric Malmi, Juha Raitio, Oskar Kohonen, Krista Lagus, and Timo Honkela. Identifying anomalous social contexts from mobile proximity data using binomial mixture models. In Jaakko Hollmén, Frank Klawonn, and Allan Tucker, editors, Advances in Intelligent Data Analysis XI, pages 195–206, 2012.
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2872Juha Raitio, Tapani Raiko, and Timo Honkela. Hybrid bilinear and trilinear models for exploratory analysis of three-way Poisson counts. In Proceedings of ICANN 2012, 22nd International Conference on Artificial Neural Networks, Volume II, pages 475–482, 2012.
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2871Timo Honkela, Zaur Izzatdust, and Krista Lagus. Text mining for wellbeing: Selecting stories using semantic and pragmatic features. In Proceedings of ICANN 2012, 22nd International Conference on Artificial Neural Networks, Volume II, pages 467–474, 2012.
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2870Timo Honkela, Juha Raitio, Krista Lagus, Ilari T. Nieminen, Nina Honkela, and Mika Pantzar. Subjects on objects in contexts: Using GICA method to quantify epistemological subjectivity. In Proceedings of IJCNN 2012, International Joint Conference on Neural Networks, pages 2875–2883, 2012.
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2869Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Víctor Fresno, Raquel Martínez Unanue, and Timo Honkela. Learning a taxonomy from a set of text documents. Applied Soft Computing, 12(3):1138–1148, 2012.
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2868Tiina Lindh-Knuutila, Jaakko Väyrynen, and Timo Honkela. Semantic analysis in word vector spaces with ICA and feature selection. In Jeremy Jancsary, editor, Proceedings of The 11th Conference on Natural Language Processing (KONVENS), pages 98–107. ÖGAI, 2012. Main track: oral presentations.
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2867Paula Kyröand Tiina Lindh-Knuutila, Oskar Kohonen, Krista Lagus, and Agnieszka Kurczewska. Different learning paths and profiles of entrepreneurship students. In RENT XXVI - Research in entrepreneurship and Small Business -Conference, Lyon, France, 2012.
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2866Paula Kyrö, Tiina Lindh-Knuutila, Oskar Kohonen, Krista Lagus, and Agnieszka Kurczewska. Different personality and intelligence constructs and reflection profiles in entrepreneurial learning. In EURAM 12th Conference, Rotterdam, Netherlands, 2012.
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2865Paula Kyrö, Tiina Lindh-Knuutila, Oskar Kohonen, Krista Lagus, and Agnieszka Kurczewska. Different learning paths and profiles of entrepreneurship students. In RENT XXVI - Research in entrepreneurship and Small Business -Conference, Lyon, France, 2012.
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2864Tero Laitinen, Tommi Junttila, and Ilkka Niemelä. Extending clause learning sat solvers with complete parity reasoning. In ICTAI 2012 - 24th IEEE International Conference on Tools with Artificial Intelligence. IEEE Computer Society Press, 2012.
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2863Tero Laitinen, Tommi Junttila, and Ilkka Niemelä. Classifying and propagating parity constraints. In Michela Milano, editor, Principles and Practice of Constraint Programming - CP 2012, volume 7514 of Lecture Notes in Computer Science, pages 357–372. Springer, 2012.
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2862Tero Laitinen, Tommi Junttila, and Ilkka Niemelä. Conflict-driven XOR-clause learning. In Alessandro Cimatti and Roberto Sebastiani, editors, Theory and Applications of Satisfiability Testing - SAT 2012, volume 7317 of Lecture Notes in Computer Science, pages 383–396. Springer, 2012.
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2861Tommi Vatanen, Mikael Kuusela, Eric Malmi, Tapani Raiko, Timo Aaltonen, and Yoshikazu Nagai. Semi-supervised detection of collective anomalies with an application in high energy particle physics. In IJCNN 2012, International Joint Conference on Neural Networks, 2012. In press.
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2860Tommi Vatanen. Missing value imputation using subspace methods with applications on survey data. Master's thesis, Aalto University, Espoo, Finland, 2012.
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2859Jort F. Gemmeke and Ulpu Remes. Missing-data techniques: Feature reconstruction. In Tuomas Virtanen, Rita Singh, and Bhiksha Raj, editors, Techniques for Noise Robustness in Automatic Speech Recognition, pages 399–432. John Wiley & Sons, Ltd, United Kingdom, 2012.
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2011

2858Janne Toivola and Jaakko Hollmén. Collaborative filtering for coordinated monitoring in sensor networks. In Myra Spiliopoulou, Haixun Wang, Diane Cook, Jian Pei, Wei Wang, Osmar Zaïane, and Xindong Wu, editors, ICDMW 2011 11th IEEE International Conference on Data Mining Workshops, pages 987–994. IEEE, December 2011.
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2857Janne Toivola and Jaakko Hollmén. Collaborative filtering for coordinated monitoring in sensor networks. In Proceedings of the 2011 11th IEEE International Conference on Data Mining Workshops, pages 987–994. IEEE Computer Society, December 2011.
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2856József Hegedüs, Yoan Miche, Alexander Ilin, and Amaury Lendasse. Methodology for behavioral-based malware analysis and detection using random projections and k-nearest neighbors classifiers. In 7th International Conference on Computational Intelligence and Security (CIS2011) TEST, pages 1016 – 1023, Sanya, China, December 2011.
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2855Mats Sjöberg, Satoru Ishikawa, Markus Koskela, Jorma Laaksonen, and Erkki Oja. PicSOM experiments in TRECVID 2011. In Proceedings of the TRECVID 2011 Workshop, Gaithersburg, MD, USA, December 2011. Available online at http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html.
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2854Timo Honkela, Oskar Kohonen, Jorma Laaksonen, Krista Lagus, Klaus Förger, Mats Sjöberg, Tapio Takala, Harri Valpola, and Paul Wagner. Learning semantics of movement. In Neural Information Processing Systems (NIPS 2011) Workshop Book, page 22, Granada, Spain, December 2011. Abstract. Available online at http://media.nips.cc/Conferences/2011/NIPS-Workshops-Book-2011.pdf.
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2853Joni Pajarinen and Jaakko Peltonen. Periodic Finite State Controllers for Efficient POMDP and DEC-POMDP Planning. In Proceedings of NIPS 2011, the 25th Annual Conference on Neural Information Processing Systems, December 2011.
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2852KyungHyun Cho, Tapani Raiko, and Alexander Ilin. Gaussian-bernoulli deep boltzmann machine. In NIPS 2011 Workshop on Deep Learning and Unsupervised Feature Learning, Sierra Nevada, Spain, December 2011.
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2851Tapani Raiko, Harri Valpola, and Yann LeCun. Deep learning made easier by linear transformations in perceptrons. In Proceedings of the NIPS workshop on Deep Learning and Unsupervised Feature Learning, Sierra Nevada, Spain, December 2011.
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2850Qi Yu, Yoan Miche, Emil Eirola, Mark van Heeswijk, Eric Séverin, and Amaury Lendasse. Regularized extreme learning machine for regression with missing data. In International Symposium on Extreme Learning Machines (ELM2011), Hangzhou, China, December 2011.
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2849Mari-Sanna Paukkeri, Ilkka Kivimäki, Santosh Tirunagari, Erkki Oja, and Timo Honkela. Effect of dimensionality reduction on different distance measures in document clustering. In B.-L. Lu, L. Zhang, and J. Kwok, editors, ICONIP 2011, Part III, number 7064 in LNCS, pages 167–176. Springer–Verlag Berlin Heidelberg, Shanghai, China, November 2011.
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2848Prem Raj Adhikari, Bimal Babu Upadhyaya, Chen Meng, and Jaakko Hollmén. Gene selection in time-series gene expression data. In M. Loog, L. Wessels, M.J.T. Reinders, and D. de Ridder, editors, Proceedings of the 6th IAPR Conference on Pattern Recognition in Bioinformatics, volume 7036 of Lecture Notes in Bioinformatics, pages 145–156. Springer-Verlag, November 2011.
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2847Tuomas Launiainen, Keijo Heljanko, and Tommi Junttila. Efficient model checking of PSL safety properties. IET Computers & Digital Techniques, 5(6):479–492, November 2011.
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2846Tapio Elomaa, Jaakko Hollmén, and Heikki Mannila, editors. Discovery Science — Proceedings of the 14th International Conference (DS 2011), volume 6926 of Lecture Notes in Computer Science. Springer-Verlag, October 2011.
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2845Jo ao Gama, Elizabeth Bradley, and Jaakko Hollmén, editors. Advances in Intelligent Data Analysis — Proceedings of the 10th International Symposium (IDA 2011), volume 7014 of Lecture Notes in Computer Science. Springer-Verlag, October 2011.
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2844Denis S. Krotov, Patric R. J. Östergård, and Olli Pottonen. On optimal binary one-error-correcting codes of lengths and . IEEE Transactions on Information Theory, 57(10):6771–6779, oct. 2011.
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2843Serafín Alonso, Manuel Domínguez, Miguel Angel Prada, Mika Sulkava, and Jaakko Hollmén. Comparative analysis of power consumption in university buildings using envSOM. In João Gama, Elizabeth Bradley, and Jaakko Hollmén, editors, Advances in Intelligent Data Analysis X: 10th International Symposium, IDA 2011, Proceedings, volume 7014 of Lecture Notes in Computer Science, pages 10–21, Porto, Portugal, October 2011. Springer-Verlag.
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2842Ulpu Remes, Kalle J. Palomäki, Tapani Raiko, Antti Honkela, and Mikko Kurimo. Missing-feature reconstruction with a bounded nonlinear state-space model. IEEE Signal Processing Letters, 18:563–566, October 2011.
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2841Ville T. Turunen and Mikko Kurimo. Speech retrieval from unsegmented Finnish audio using statistical morpheme-like units for segmentation, recognition, and retrieval. ACM Trans. Speech Lang. Process., 8(1):1:1–1:25, October 2011.
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2840Mark van Heeswijk, Yoan Miche, Erkki Oja, and Amaury Lendasse. GPU-accelerated and parallelized ELM ensembles for large-scale regression. Neurocomputing, 74(16):2430–2437, September 2011.
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2839Heikki Kallasjoki, Sami Keronen, Guy J. Brown, Jort F. Gemmeke, Ulpu Remes, and Kalle Palomäki. Mask estimation and sparse imputation for missing data speech recognition in multisource reverberant environments. In International Workshop on Machine Listening in Multisource Environments, Florence, Italy, September 1 2011.
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2838Orestis Kostakis, Panagiotis Papapetrou, and Jaakko Hollmén. Artemis: Assessing the similarity of event-interval sequences. In Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, and Michalis Vazirgiannis, editors, Proceedings of the Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2011), volume 6912 of Lecture Notes in Computer Science, pages 229–244. Springer-Verlag, September 2011.
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2837József Hegedüs, Yoan Miche, Alexander Ilin, and Amaury Lendasse. Random projection method for scalable malware classification. In 14th International Symposium on Recent Advances in Intrusion Detection, California, USA, September 2011.
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2836Orestis Kostakis, Panagiotis Papapetrou, and Jaakko Hollmén. Artemis: Assessing the similarity of event-interval sequences. In Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, and Michalis Vazirgiannis, editors, Proceedings of the Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2011), volume 6912 of Lecture Notes in Computer Science, pages 229–244. Springer-Verlag, September 2011.
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2835Mark J. Brewer, Mika Sulkava, Harri Mäkinen, Mikko Korpela, Pekka Nöjd, and Jaakko Hollmén. Logistic fitting method for detecting onset and cessation of tree stem radius increase. In Hujun Yin, Wenjia Wang, and Victor Rayward-Smith, editors, Intelligent Data Engineering and Automated Learning – IDEAL 2011: 12th International Conference, Proceedings, volume 6936 of Lecture Notes in Computer Science, pages 204–211, Norwich, UK, September 2011. University of East Anglia, Springer-Verlag.
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2834Mai Nguyen, Tomi Janhunen, and Ilkka Niemelä. Translating answer-set programs into bit-vector logic. In Salvador Abreu, Johannes Oetsch, Jörg Pührer, Dietmar Seipel, Hans Tompits, Masanobu Umeda, and Armin Wolf, editors, Proceedings of the 19th International Conference on Applications of Declarative Programming and Knowledge Management, pages 105–116, Vienna, Austria, September 2011. TU Wien, INFSYS Research Report 1843-11-06.
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2833Ulpu Remes, Yoshihiko Nankaku, and Keiichi Tokuda. GMM-based missing-feature reconstruction on multi-frame windows. In Proc. INTERSPEECH, pages 1665–1668, Florence, Italy, September 2011.
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2832Yoan Miche, Mark van Heeswijk, Patrick Bas, Olli Simula, and Amaury Lendasse. TROP-ELM: a double-regularized ELM using LARS and tikhonov regularization. Neurocomputing, 74(16):2413–2421, September 2011.
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2831Heikki Kallasjoki, Ulpu Remes, Jort F. Gemmeke, Tuomas Virtanen, and Kalle Palomäki. Uncertainty measures for improving exemplar-based source separation. In Proceedings of the 12th Annual Conference of the International Speech Communication Association, INTERSPEECH 2011, pages 469–472, Florence, Italy, August 28-31 2011. ISCA.
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2830Rama Sanand Doddipatla and Mikko Kurimo. A study on combining vtln and sat to improve the performance of automatic speech recognition. In Proceedings of the 12th Annual Conference of the International Speech Communication Association, INTERSPEECH 2011. ISCA, August 2011.
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2829Hannu Pulakka, Ulpu Remes, Mikko Kurimo, Kalle Palomäki, and Paavo Alku. Low-frequency bandwidth extension of telephone speech using sinusoidal synthesis and Gaussian mixture model. In Proceedings of the 12th Annual Conference of the International Speech Communication Association, INTERSPEECH 2011. ISCA, August 2011.
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2828Reima Karhila and Mirjam Wester. Rapid adaptation of foreign-accented HMM-based speech synthesis. In Proceedings of the 12th Annual Conference of the International Speech Communication Association, INTERSPEECH, Florence, August 2011.
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2827Sami Keronen, Jouni Pohjalainen, Paavo Alku, and Mikko Kurimo. Noise robust feature extraction based on extended weighted linear prediction in lvcsr. In Proceedings of INTERSPEECH 2011, Florence, Italy, August 2011.
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2826Rehan Abdul Aziz, Tomi Janhunen, and Vesa Luukkala. Distributed deadlock handling for resource allocation in smart spaces. In Sergey Balandin, Yevgeni Koucheryavy, and Honglin Hu, editors, Proceedings of 4th Conference on Smart Spaces, volume 6869 of Lecture Notes in Computer Science, pages 87–98, St. Petersburg, Russia, August 2011. Springer.
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2825Joni Pajarinen and Jaakko Peltonen. Efficient Planning for Factored Infinite-Horizon DEC-POMDPs. In Proceedings of IJCAI-11, the 22nd International Joint Conference on Artificial Intelligence, pages 325–331. AAAI Press, July 2011.
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2824Qi Yu, Yoan Miche, Eric Séverin, and Amaury Lendasse. Bankruptcy prediction with missing data. In The International Conference on Data Mining, pages 279–285, Las vegas, USA, July 2011.
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2823Cédric Lauradoux, Julien Ponge, and Andrea Röck. Online Entropy Estimation for Non-Binary Sources and Applications on iPhone. Rapport de recherche, Inria, June 2011.
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2822Dusan Sovilj. Multistart strategy using delta test for variable selection. In Timo Honkela, Włodzisław Duch, Mark Girolami, and Samuel Kaski, editors, ICANN 2011, Part II, volume 6792 of Lecture Notes in Computer Science, pages 413–420. Springer, June 14-17 2011.
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2821Konsta Sirvio and Jaakko Hollmén. Forecasting road condition after maintenance works by linear methods and radial basis function networks. In Timo Honkela, Włodzisław Duch, Mark Girolami, and Samuel Kaski, editors, Artificial Neural Networks and Machine Learning – ICANN 2011, volume 6792 of Lecture Notes in Computer Science, pages 405–412. Springer, June 2011.
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2820Jorma Laaksonen and Timo Honkela, editors. Proceedings of 8th International Workshop on Self-Organizing Maps (WSOM 2011), volume LNCS 6731 of Lecture Notes in Computer Science. Springer, June 2011.
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2819KyungHyun Cho, Tapani Raiko, and Alexander Ilin. Enhanced gradient and adaptive learning rate for training restricted boltzmann machines. In Proceedings of the International Conference on Machine Learning (ICML 2011), Bellevue, Washington, USA, June 2011.
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2818KyungHyun Cho, Alexander Ilin, and Tapani Raiko. Improved learning of gaussian-bernoulli restricted boltzmann machines. In Proceedings of the International Conference on Artificial Neural Networks (ICANN 2011), pages 10–17, Espoo, Finland, June 2011.
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2817Roland Kindermann, Tommi Junttila, and Ilkka Niemelä. Modeling for Symbolic Analysis of Safety Instrumented Systems with Clocks. In Proceedings of the 11th International Conference on Application of Concurrency to System Designg, ACSD 2011, pages 185–194. IEEE Computer Society, June 2011.
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2816Jussi Gillberg. Targeted learning by imposing asymmetric sparsity. Master's thesis, Aalto University, Department of Information and Computer Science, June 2011.
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2815Matti Niemenmaa. Interactivity for Big Data: Preprocessing genomic data with MapReduce, jun 2011. Bachelor's thesis.
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2814Serafín Alonso, Mika Sulkava, Miguel Angel Prada, Manuel Domínguez, and Jaakko Hollmén. EnvSOM: a SOM algorithm conditioned on the environment for clustering and visualization. In Jorma Laaksonen and Timo Honkela, editors, Advances in Self-Organizing Maps: 8th International Conference, WSOM 2011, Proceedings, volume 6731 of Lecture Notes in Computer Science, pages 61–70, Espoo, Finland, June 2011. Aalto University, Springer-Verlag.
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2813Sami Virpioja, Minna Lehtonen, Annika Hultén, Riitta Salmelin, and Krista Lagus. Predicting reaction times in word recognition by unsupervised learning of morphology. In Timo Honkela, Wlodzislaw Duch, Mark Girolami, and Samuel Kaski, editors, Artificial Neural Networks and Machine Learning — ICANN 2011, volume 6791 of Lecture Notes in Computer Science, pages 275–282. Springer Berlin / Heidelberg, June 2011.
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2812Ilkka Niemelä. Answer set programming: A declarative approach to solving challenging search problems. In Proceedings of the 41st IEEE International Symposium on the Multiple-Valued Logic (ISMVL 2011), pages 139–141, Tuusula, Finland, May 2011. IEEE.
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2811Alexis Kotsifakos, Vassilis Athitsos, Panagiotis Papapetrou, Jaakko Hollmén, and Dimitrios Gunopulos. Model-based search in large time series databases. In Proceedings of The 4th International Conference on Pervasive Technologies Related to Assistive Environment (PETRA 2011). ACM, May 2011.
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2810Hannu Pulakka, Ulpu Remes, Kalle Palomäki, Mikko Kurimo, and Paavo Alku. Speech bandwidth extension using Gaussian mixture model-based estimation of the highband mel spectrum. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, Czech Republic, May 2011.
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2809Peter Smit and Mikko Kurimo. Using stacked transformations for recognizing foreign accented speech. In Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, May 2011.
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2808Peter Smit. Stacked transformations for foreign accented speech recognition. Master's thesis, Aalto University School of Science, May 2011.
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2807Mirjam Wester and Reima Karhila. Speaker similarity evaluation of foreign-accented speech synthesis using hmm-based speaker adaptation. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Prague, May 2011.
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2806Mika Sulkava, Sebastiaan Luyssaert, Sönke Zaehle, and Dario Papale. Assessing and improving the representativeness of monitoring networks: The European flux tower network example. Journal of Geophysical Research – Biogeosciences, 116:G00J04, May 2011.
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2805Sami Virpioja, Oskar Kohonen, and Krista Lagus. Evaluating the effect of word frequencies in a probabilistic generative model of morphology. In Bolette Sandford Pedersen, Gunta Nešpore, and Inguna Skadina, editors, Proceedings of the 18th Nordic Conference of Computational Linguistics (NODALIDA 2011), volume 11 of NEALT Proceedings Series, pages 230–237. Northern European Association for Language Technology, Riga, Latvia, May 2011.
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2804Tomi Janhunen, Ilkka Niemelä, Johannes Oetsch, Jörg Pührer, and Hans Tompits. Random vs. structure-based testing of answer-set programs: An experimental comparison. In James Delgrande and Wolfgang Faber, editors, Proceedings of the 11th International Conference on Logic Programming and Nonmonotonic Reasoning, volume 6645 of Lecture Notes in Computer Science, pages 242–247, Vancouver, British Columbia, Canada, May 2011. Springer.
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2803Mikko Korpela, Pekka Nöjd, Jaakko Hollmén, Harri Mäkinen, Mika Sulkava, and Pertti Hari. Photosynthesis, temperature and radial growth of Scots pine in northern Finland: identifying the influential time intervals. Trees – Structure and Function, 25(2):323–332, April 2011.
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2802Tapani Raiko, KyungHyun Cho, and Alexander Ilin. Enhanced gradient for learning boltzmann machines (abstract). In The Learning Workshop, Fort Lauderdale, Florida, April 2011.
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2801Tomi Janhunen and Ilkka Niemelä. Compact translations of non-disjunctive answer set programs to propositional clauses. In Marcello Balduccini and Trao Can Son, editors, Proceedings of the Symposium on Constructive Mathematics and Computer Science in Honour of Michael Gelfonds 65th Anniversary, volume 6565 of Lecture Notes in Computer Science, pages 111–130, Lexington, Kentucky, April 2011. Springer.
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2800Jort F. Gemmeke, Bert Cranen, and Ulpu Remes. Sparse imputation for large vocabulary noise robust ASR. Computer Speech and Language, 25:462–479, April 2011.
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2799Sanna Malinen, Siina Pamilo, Pia Tikka, Yevhen Hlushcuk, Markus Koskela, Jorma Laaksonen, and Riitta Hari. FMRI correlates of essential movie-content extraction by an automatic algorithm and an expert viewer. In Abstracts of the Opportunities and Challenges in Social Neuroscience conference, pages 56–57, Utrecht, Germany, March 2011. Utrecht University. Abstract. Available online at http://www.uu.nl/faculty/socialsciences/NL/Actueel/Agenda/Documents/Program%20Conference%20version%20March%202011.pdf.
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2798Kari Kähkönen, Tuomas Launiainen, Olli Saarikivi, Janne Kauttio, Keijo Heljanko, and Ilkka Niemelä. LCT: An open source concolic testing tool for Java programs. In Proceedings of the 6th Workshop on Bytecode Semantics, Verification, Analysis and Transformation (BYTECODE'2011), pages 75–80, Saarbrücken, Germany, Mar 2011.
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2797Vassil S. Dimitrov, Kimmo U. Järvinen, and Jithra Adikari. Area-efficient multipliers based on multiple-radix representations. IEEE Transactions on Computers, 60(2):189–201, February 2011.
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2796Mika Sulkava. Nonidentiteettiongelma: Henkilöön vaikuttaminen ja hyvinvoinnin raja-arvot. Bachelor's thesis, University of Helsinki, Finland, February 2011.
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2795Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Partitioning search spaces of a randomized search. Fundamenta Informaticae, 107(2–3):289–311, 2011.
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2794Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Grid-based SAT solving with iterative partitioning and clause learning. In CP 2011, volume 6876 of Lecture Notes in Computer Science, pages 385–399. Springer, 2011.
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2793Dmitry Khovratovich, María Naya-Plasencia, Andrea Röck, and Martin Schläffer. Cryptanalysis of Luffa v2 components. In Alex Biryukov, Guang Gong, and Douglas Stinson, editors, Selected Areas in Cryptography - SAC 2010, volume 6544 of LNCS, pages 388–409. Springer, Heidelberg, 2011.
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2792María Naya-Plasencia, Andrea Röck, and Willi Meier. Practical analysis of reduced-round Keccak. In Daniel J. Bernstein and Sanjit Chatterjee, editors, Progress in Cryptology - INDOCRYPT 2011, volume 7107 of LNCS. Springer, Heidelberg, 2011.
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2791Billy Bob Brumley and Nicola Tuveri. Cache-timing attacks and shared contexts. In 2nd International Workshop on Constructive Side-Channel Analysis and Secure Design, COSADE 2011, Darmstadt, Germany, 24-25 February 2011. Proceedings, pages 233–242, 2011.
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2790Billy Bob Brumley and Dan Page. Bit-sliced binary normal basis multiplication. In Elisardo Antelo, David Hough, and Paolo Ienne, editors, 20th IEEE Symposium on Computer Arithmetic, ARITH 2011, Tübingen, Germany, 25-27 July 2011, pages 205–212. IEEE Computer Society, 2011.
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2789Billy Bob Brumley and Nicola Tuveri. Remote timing attacks are still practical. In Vijay Atluri and Claudia Díaz, editors, Computer Security - ESORICS 2011 - 16th European Symposium on Research in Computer Security, Leuven, Belgium, September 12-14, 2011. Proceedings, volume 6879 of Lecture Notes in Computer Science, pages 355–371. Springer, 2011.
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2788Billy Bob Brumley. Covert Timing Channels, Caching, and Cryptography. Doctoral dissertation, Aalto University School of Science, 2011.
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2787Celine Blondeau and Benoıt Gérard. Differential Cryptanalysis of PUFFIN and PUFFIN2. In ECRYPT Workshop on Lightweight Cryptography 2011, 2011.
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2786Petri Paju, Eric Malmi, and Timo Honkela. Text mining and qualitative analysis of an it history interview collection. In History of Nordic Computing, IFIP Publications, pages 433–443. Springer, 2011.
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2785Emilia Oikarinen and Stefan Woltran. Characterizing strong equivalence for argumentation frameworks. Artificial Intelligence, 175(14–15):1985–2009, 2011.
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2784Eugen Czeizler, Vladimir Rogojin, and Ion Petre. The phosphorylation of the heat shock factor as a modulator for the heat shock response. In Francois Fages, editor, CMSB'11 9th International Conference on Computational Methods in Systems Biology Paris, France — September 21 - 23, 2011, pages 9–23, New York, 2011. ACM.
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2783Eugen Czeizler, Tuomo Lempiäinen, and Pekka Orponen. A design framework for carbon nanotube circuits affixed on DNA origami tiles. In Proceedings of the 8th Annual Conference on Foundations of Nanoscience: Self-Assembled Architectures and Devices (FNANO11, Snowbird UT, April 2011), pages 186–187, 2011. Poster.
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2782Eugen Czeizler, Tuomo Lempiäinen, and Pekka Orponen. Nano architectures for carbon nanotube circuits: design, analysis, and experimental attempts. In Proceedings of the Workshop on Language Theory in Biocomputing, 2011. Extended Abstract.
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2781Tuomo Lempiäinen, Eugen Czeizler, and Pekka Orponen. Synthesizing small and reliable tile sets for patterned DNA self-assembly. In L. Cardelli and W. Shih, editors, Proceedings of the 17th Conference on DNA Computing and Molecular Programming (DNA17, Pasadena CA, September 2011), volume 6937 of Lecture Notes in Computer Science, pages 145–159, Berlin Heidelberg, 2011. Springer-Verlag.
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2780Federico Montesino Pouzols, Diego R. Lopez, and Angel Barriga Barros. Mining and Control of Network Traffic by Computational Intelligence, volume 342 of Studies in Computational Intelligence. Springer, January 2011. To Appear.
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2779E. Urgard, T. Vooder, U. V osa, K. Välk, M. Liu, C. Luo, Fabian Hoti, R. Roosipuu, T. Annilo, J. Laine, C.M. Frenz, L. Zhang, and A. Metspalu. Metagenes associated with survival in non-small cell lung cancer. Cancer Informatics, 10:1–9, 2011.
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2778Mehmet Gönen, Melih Kandemir, and Samuel Kaski. Multitask learning using regularized multiple kernel learning. In Bao-Liang Lu, Liqing Zhang, and James Kwok, editors, Proceedings of 18th International Conference on Neural Information Processing (ICONIP), volume 7063 of Lecture Notes in Computer Science, pages 500–509, Berlin / Heidelberg, 2011. Springer.
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2777Mehmet Gönen, Aydin Ulas, Peter Schüffler, Umberto Castellani, and Vittorio Murino. Combining data sources nonlinearly for cell nucleus classification of renal cell carcinoma. In Marcello Pelillo and Edwin Hancock, editors, Proceedings of 1st International Workshop on Similarity-Based Pattern Analysis and Recognition (SIMBAD), volume 7005 of Lecture Notes in Computer Science, pages 250–260, Berlin / Heidelberg, 2011. Springer.
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2776Alberto Guillén, Mark van Heeswijk, DuÅan Sovilj, Maribel García Arenas, Luis Javier Herrera, Hector Pomares, and Ignacio Rojas. Variable selection in a GPU cluster using delta test. In IWANN (1), pages 393–400, 2011.
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2775He Zhang, Teemu Ruokolainen, Jorma Laaksonen, Christina Hochleitner, and Rudolf Traunmüller. Gaze- and speech-enhanced content-based image retrieval in image tagging. In Proceedings of 21st International Conference on Artificial Neural Networks (ICANN 2011), Lecture Notes in Computer Science, pages 373–380, Espoo, Finland, 2011. Springer.
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2774He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen, Hannes Gamper, and Henok Alene. Analyzing emotional semantics of abstract art using low-level image features. In Proceedings of 10th International Symposium on Advances in Intelligent Data Analysis (IDA 2011), Lecture Notes in Computer Science, pages 413–423, Porto, Portugal, 2011. Springer.
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2773He Zhang, Mats Sjöberg, Jorma Laaksonen, and Erkki Oja. A multimodal information collector for content-based image retrieval systems. In Proceedings of 18th International Conference on Neural Information Processing (ICONIP 2011), Shanghai, China, 2011. Springer.
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2772Victor W. Marek, Ilkka Niemelä, and Mirosław Truszczyński. Origins of answer-set programming – some background and two personal accounts. In Gerhard Brewka, Victor W. Marek, and Mirosław Truszczyński, editors, Nonmonotonic Reasoning: Essays Celebrating its 30th Anniversary, pages 233–258. College Publications, London, UK, 2011.
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2771Jori Dubrovin. Efficient Symbolic Model Checking of Concurrent Systems. PhD thesis, Aalto University School of Science, 2011.
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2770Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, and Dimitrios Gunopulos. A subsequence matching with gaps-range-tolerances framework: A query-by-humming application. Proceedings of the VLDB Endowment, 4(11):761–771, 2011.
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2769He Zhang, Teemu Ruokolainen, Jorma Laaksonen, Christina Hochleitner, and Rudolf Traunmüller. Gaze- and speech-enhanced content-based image retrieval in image tagging. In Proceedings of 21st International Conference on Artificial Neural Networks (ICANN 2011), Espoo, Finland, 2011.
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2768He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen, Hannes Gamper, and Henok Alene. Analyzing emotional semantics of abstract art using low-level image features. In Proceedings of 10th International Symposium on Intelligent Data Analysis (IDA 2011). Springer, 2011.
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2767He Zhang, Mats Sjöberg, Jorma Laaksonen, and Erkki Oja. A multimodal information collector for content-based image retrieval system. In Proceedings of 18th International Conference on Neural Information Processing (ICONIP 2011). Springer, 2011.
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2766Mats Sjöberg and Jorma Laaksonen. Analysing the structure of semantic concepts in visual databases. In Jorma Laaksonen and Timo Honkela, editors, Advances in Self-Organizing Maps, volume 6731 of Lecture Notes in Computer Science, pages 338–347. Springer, 2011.
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2765Timo Honkela, Jorma Laaksonen, Hannele Törrö, and Juhani Tenhunen. Media map: A multilingual document map with a design interface. In Proceedings of 8th International Workshop on Self-Organizing Maps (WSOM 2011), Espoo, Finland, 2011.
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2764Matti Karppa, Tommi Jantunen, Markus Koskela, Jorma Laaksonen, and Ville Viitaniemi. Method for visualisation and analysis of hand and head movements in sign language video. In C. Kirchhof, Z. Malisz, and P. Wagner, editors, Proceedings of the 2nd Gesture and Speech in Interaction conference (GESPIN 2011), Bielefeld, Germany, 2011. Available online as http://coral2.spectrum.uni-bielefeld.de/gespin2011/final/Jantunen.pdf.
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2763Joni Pajarinen, Jaakko Peltonen, and Mikko A. Uusitalo. Fault tolerant machine learning for nanoscale cognitive radio. Neurocomputing, 74(5):753 – 764, 2011.
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2762Janne Pylkkönen. Mallikompleksisuuden vaikutus puheentunnistimen tarkkuuteen diskriminatiivisten opetusmenetelmien kanssa. In T. Kinnunen S. Werner, editor, XXVI Fonetiikan päivät 2010, pages 6–10, 2011.
Info
See epublications.uef.fi ...
2761Jussi T. Eronen, Kai Puolamäki, Hannes Heikinheimo, Heikki Lokki, Ari Venäläinen, Heikki Mannila, and Mikael Fortelius. The effect of scale, climate and environment on species richness and spatial distribution of Finnish birds. Annales Zoologici Fennici, 48(5):257–274, 2011.
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See www.sekj.org ...
2760Aleksi Kallio, Kai Puolamäki, Mikael Fortelius, and Heikki Mannila. Correlations and co-occurrences of taxa: the role of temporal, geographic and taxonomic restrictions. Palaeontologia Electronica, 14(1):4A, 2011.
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Info
See palaeo-electronica.org ...
2759KyungHyun Cho. Improved Learning Algorithms for Restricted Boltzmann Machines. Master's thesis, Aalto University School of Science, 2011.
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2758Jiri Barnat and Keijo Heljanko. Proceedings of the 10th International Workshop on Parallel and Distributed Methods in verifiCation (PDMC 2011), volume 72 of Electronic Proceedings in Theoretical Computer Science. Electronic Proceedings in Theoretical Computer Science, 2011.
Info
See dx.doi.org ...
2757Philipp Grabher, Johann Grossschädl, Simon Hoerder, Kimmo Järvinen, Dan Page, Stefan Tillich, and Marcin Wójcik. An exploration of mechanisms for dynamic cryptographic instruction set extension. In Proceedings of the Workshop on Cryptographic Hardware and Embedded Systems 2011, CHES 2011, volume 6917 of Lecture Notes in Computer Science, pages 1–16. Springer-Verlag, 2011.
Info
See dx.doi.org ...
2756Kimmo Järvinen. Elliptic curve cryptography on FPGAs: How fast can we go with a single chip? (Invited talk). In Proceedings of the 2011 International Conference on Engineering of Reconfigurable Systems and Algorithms, ERSA 2011, pages 118–127, 2011.
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2755Kimmo Järvinen. Optimized FPGA-based elliptic curve cryptography processor for high-speed applications. Integration, the VLSI Journal, 44(4):270–279, 2011.
Info
See dx.doi.org ...
2754Andrea Röck and Kaisa Nyberg. Exploiting Linear Hull in Matsui's Algorithm 1. In The Seventh International Workshop on Coding and Cryptography, WCC 2011, April 11-15, 2011, Paris, France, 2011.
Info
See eprint.iacr.org ...
2753Kaisa Nyberg. Cryptographic Nonlinearity (invited talk). In Reed-Muller Workshop, Tuusula, Finland, May 25-26, 2011, 2011.
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2752Joo Yeon Cho and Kaisa Nyberg. Improved linear cryptanalysis of SMS4 block cipher. In Symmetric Key Encryption Workshop 2011 (SKEW 2011) Lyngby, Denmark, 16-17 February 2011, 2011.
Info
See skew2011.mat.dtu.dk ...
2751Miia Hermelin and Kaisa Nyberg. Linear cryptanalysis using multiple linear approximations. In Pascal Junod and Anne Canteaut, editors, Advanced Linear Cryptanalysis of Block and Stream Ciphers. IOS Press, 2011. http://eprint.iacr.org/.
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2750B.H. Menze, K. Van Leemput, A. Honkela, E. Konukoglu, M.-A. Weber, N. Ayache, and P. Golland. A generative model for the image-based modeling of tumor growth. In Lecture Notes in Computer Science, pages 735–742, 2011. Proceedings of IPMI 2011, July 3-8, 2011, Irsee, Germany.
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2749M.R. Sabuncu and K. Van Leemput. The relevance voxel machine (RVoxM): A bayesian method for image-based prediction. In Lecture Notes in Computer Science, pages 99–106, 2011. Proceedings of MICCAI 2011, September 18-22, 2009, Toronto, Canada.
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2748B.J. Hanseeuw, K. Van Leemput, M. Kavec, C. Grandin, X. Seron, and A. Ivanoiu. Mild cognitive impairment: differential atrophy in the hippocampal subfields. American Journal of NeuroRadiology, 32(9):1658–1661, 2011.
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2747Orestis Kostakis, Joris Kinable, Hamed Mahmoudi, and Kimmo Mustonen. Improved call graph comparison using simulated annealing.. In Proceedings of 26th ACM Symposium On Applied Computing, pages 1516–1523, 2011.
Info
See dx.doi.org ...
2746Joris Kinable and Orestis Kostakis. Malware Classification based on Call Graph Clustering. Journal in Computer Virology, 7(4):233–245, 2011.
Info
See dx.doi.org ...
2745Orestis Kostakis, Panagiotis Papapetrou, and Jaakko Hollmén. Distance measure for querying arrangements of temporal intervals. In Proceedings of 4th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA), 2011.
Info
2744Kalle J. Palomäki and Guy J. Brown. A computational model of binaural speech recognition: role of across-frequency vs. within-frequency processing and internal noise. Speech Communication, 53(6):924–940, 2011.
Info
See www.sciencedirect.com ...
2743Lauri Ahlroth, Olli Pottonen, and André Schumacher. Approximately uniform online checkpointing. In Proceedings of the 17th International Computing and Combinatorics Conference, volume 6842 of Lecture Notes in Computer Science, pages 297–306, 2011.
Info
See dx.doi.org ...
2742Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki, and Heikki Mannila. Analyzing word frequencies in large text corpora using inter-arrival times and bootstrapping. In Proceedings of the European conference of Machine learning and knowledge discovery in databases - Part II, pages 341–357. Springer-Verlag Berlin, 2011.
Info
See dx.doi.org ...
2741Hong-Li Zeng, Erik Aurell, Mikko Alava, and Hamed Mahmoudi. Network inference using asynchronously updated kinetic ising model. Physical Review E, 83(4):041135, 2011.
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2740Erik Aurell and Hamed Mahmoudi. A message-passing scheme for non-equilibrium stationary states. Journal of Statistical Mechanics: Theory and Experiment, 2011:P04014, 2011.
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2739Erik Aurell and Hamed Mahmoudi. Three lemmas on the dynamic cavity method. Arxiv preprint arXiv:1104.0649, 2011.
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2738Terttu Nevalainen, Helena Raumolin-Brunberg, and Heikki Mannila. The diffusion of language change in real time: Progressive and conservative individuals and the time depth of change. Language Variation and Change, 23(1):1–43, 2011.
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2737Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki, and Heikki Mannila. Analyzing word frequencies in large text corpora using inter-arrival times and bootstrapping. In ECML/PKDD, pages 341–357, 2011.
Info
2736Panagiotis Papapetrou, Aristides Gionis, and Heikki Mannila. A shapley value approach for influence attribution. In ECML/PKDD, pages 549–564, 2011.
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2735Aleksi Kallio, Niko Vuokko, Markus Ojala, Niina Haiminen, and Heikki Mannila. Randomization techniques for assessing the significance of gene periodicity results. BMC Bioinformatics, 12:330, 2011.
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2734Gemma C. Garriga, Esa Junttila, and Heikki Mannila. Banded structure in binary matrices. Knowl. Inf. Syst., 28(1):197–226, 2011.
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2733Miia Hermelin and Kaisa Nyberg. Multidimensional linear distinguishing attacks and boolean functions.. Cryptography and Communications, 2011.
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2732Miki Sirola and Jaakko Talonen. Self-organizing map in process visualization. In 15th Int. Conf. on Knowledge-Based and Intelligent Information & Engineering Systems: KES2011, 2011.
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2731Miki Sirola and Jaakko Talonen. New visualization techniques and their assessment. In Proceedings of the 6th IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011.
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2730Mikael Kuusela, Eric Malmi, Risto Orava, and Tommi Vatanen. Soft classification of diffractive interactions at the LHC. AIP Conference Proceedings, 1350(1):111–114, 2011.
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2729Matti Niemenmaa, André Schumacher, Keijo Heljanko, Aleksi Kallio, Petri Klemelä, Taavi Hupponen, and Eija Korpelainen. Hadoop-BAM: A library for genomic data processing. In Proceedings of the 12th Annual Bioinformatics Open Source Conference (BOSC 2011), page 1, 2011. available online at http://www.oboedit.org/BOSC2011/BOSC2011-program.pdf.
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2728Nima Reyhani and Erkki Oja. Non-gaussian component analysis using density gradient covariance matrix. In The 2011 International Joint Conference on Neural Networks(IJCNN 2011), pages 966–972. Institute of Electrical and Electronics Engineers ( IEEE ), 2011.
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2727Tetsuji Ogawa, Hideitsu Hino, Nima Reyhani, Noboru Murata, and Tetsunori Kobayashi. Speaker recognition using multiple kernel learning based on conditional entropy minimization. In 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), pages 2204–2207. Institute of Electrical and Electronics Engineers ( IEEE ), 2011.
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2726Nima Reyhani, Hideitsu Hino, and Ricardo Vigario. New probabilistic bounds on eigenvalues and eigenvectors of random kernel matrices. In Proceedings of the Proceedings of the Twenty-Seventh Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-11), pages 627–634, Corvallis, Oregon, 2011. AUAI Press.
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2725Niko Vuokko and Petteri Kaski. Significance of patterns in time series collections. In SDM '11: Proceedings of the 11th SIAM International Conference on Data Mining, pages 676–686, 2011.
Info
See siam.omnibooksonline.com ...
2724Aleksi Kallio, Niko Vuokko, Markus Ojala, Niina Haiminen, and Heikki Mannila. Randomization techniques for assessing the significance of gene periodicity results. BMC Bioinformatics, 12(1):330, 2011.
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2723Mika Göös and Pekka Orponen. Synthesizing minimal tile sets for patterned DNA self-assembly. In Y. Sakakibara and Y. Mi, editors, Proceedings of the 16th Conference on DNA Computing and Molecular Programming (DNA16, Hong Kong, China, June 2010), volume 6518 of Lecture Notes in Computer Science, pages 71–82, Berlin Heidelberg, 2011. Springer-Verlag.
Info
See dx.doi.org ...
2722Panagiotis Papapetrou, Aristides Gionis, and Heikki Mannila. A shapley-value approach for influence attribution. In Proceedings of the European Conference of Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML PKDD). ACM, 2011.
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2721Panagiotis Papapetrou, Vassilis Athitsos, Michalis Potamias, George Kollios, and Dimitrios Gunopulos. Embedding-based subsequence matching in time series databases. In ACM Transactions on Database Systems (TODS). ACM, 2011.
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2720Niko Vuokko and Petteri Kaski. Significance of patterns in time series collections. In Proceedings of the Eleventh SIAM International Conference on Data Mining (Mesa, AZ, 28–30 April, 2011), pages 676–686, Philadelphia, PA, 2011. SIAM.
Info
See siam.omnibooksonline.com ...
2719Esa Junttila and Petteri Kaski. Segmented nestedness in binary data. In Proceedings of the Eleventh SIAM International Conference on Data Mining (Mesa, AZ, 28–30 April, 2011), pages 235–246, Philadelphia, PA, 2011. SIAM.
Info
See siam.omnibooksonline.com ...
2718Charles J. Colbourn, Petteri Kaski, Patric R. J. Östergård, David A. Pike, and Olli Pottonen. Nearly Kirkman triple systems of order 19 and Hanani triple systems of order 19. Discrete Mathematics, 311(10–11):827–834, 2011.
Info
See dx.doi.org ...
2717Petteri Kaski, Veli Mäkinen, and Patric R. J. Östergård. The cycle switching graph of the Steiner triple systems of order 19 is connected. Graphs and Combinatorics, 27:539–546, 2011.
Info
See dx.doi.org ...
2716Alexander Hulpke, Petteri Kaski, and Patric R. J. Östergård. The number of Latin squares of order 11. Mathematics of Computation, 80:1197–1219, 2011.
Info
See dx.doi.org ...
2715Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Covering and packing in linear space. Information Processing Letters, 111(21–22):1033–1036, 2011.
Info
See dx.doi.org ...
2714Patrik Floréen, Marja Hassinen, Joel Kaasinen, Petteri Kaski, Topi Musto, and Jukka Suomela. Local approximability of max-min and min-max linear programs. Theory of Computing Systems, 49(4):672–697, 2011.
Info
See dx.doi.org ...
2713Tapani Raiko, KyungHyun Cho, and Alexander Ilin. Derivations of the enhanced gradient for the Boltzmann machine. Technical Report TKK-ICS-R37, Aalto University, TKK Reports in Information and Computer Science, Espoo, Finland, 2011.
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2712Tapani Raiko and Harri Valpola. Chapter 7: Oscillatory neural network for image segmentation with biased competition for attention. In From Brains to Systems: Brain-Inspired Cognitive Systems 2010, volume 718 of Advances in Experimental Medicine and Biology, pages 75–86. Springer New York, 2011.
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2711Paul Wagner. A reinterpretation of the policy oscillation phenomenon in approximate policy iteration. In Advances in Neural Information Processing Systems 24, 2011.
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2710Risto M. Hakala. A lower bound for the nonlinearity of Exponential Welch Costas functions. In Daniel Augot and Anne Canteaut, editors, Coding and Cryptography, 7th International Workshop, WCC 2011, Paris, France, April 11-15, 2011, Proceedings, pages 397–404, 2011. Extended abstract.
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2709Zhirong Yang and Erkki Oja. Projective nonnegative matrix factorization based on alpha-divergence. Journal of Artificial Intelligence and Soft Computing Research, 1(1):7–16, 2011.
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2708Zhirong Yang, He Zhang, Zhijian Yuan, and Erkki Oja. Kullback-leibler divergence for nonnegative for nonnegative matrix factorization. In Proceedings of 21st International Conference on Artificial Neural Networks, pages 14–17, Espoo, Finland, 2011. Springer.
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2707Zhirong Yang and Erkki Oja. Unified development of multiplicative algorithms for linear and quadratic nonnegative matrix factorization. IEEE Transactions on Neural Networks, 22(12):1878–1891, 2011.
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2706M. Almeida, J.-H. Schleimer, J. Bioucas-Dias, and R. Vigário. Source Separation of Phase-Locked Signals. IEEE transactions on Neural Networks, 22:1419–1434, 2011.
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2705M. Almeida, R. Vigário, and J. Bioucas-Dias. Phase locked matrix factorization. In Proc. 19th European Signal Processing Conference (EUSIPCO'2011), Barcelona, Spain, 2011.
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2704Antti Ajanki and Samuel Kaski. Probabilistic proactive timeline browser. In Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, and Samuel Kaski, editors, Proceedings of the 21st International Conference on Artificial Neural Networks (ICANN), Part II, Lecture Notes in Computer Science, pages 357–364, Berlin, 2011. Springer.
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2703Antti Ajanki, Mark Billinghurst, Hannes Gamper, Toni Järvenpää, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, Teemu Ruokolainen, and Timo Tossavainen. An augmented reality interface to contextual information. Virtual Reality, 15(2-3):161–173, 2011.
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2702José Caldas and Samuel Kaski. Hierarchical generative biclustering for microRNA expression analysis. Journal of Computational Biology, 18:251–261, 2011.
Info
See www.liebertonline.com ...
2701Ali Faisal, Riku Louhimo, Leo Lahti, Sampsa Hautaniemi, and Samuel Kaski. Biomarker discovery via dependency analysis of multi-view functional genomics data. In NIPS 2011 workshop "From Statistical Genetics to Predictive Models in Personalized Medicine", 2011. Extended abstract.
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2700Riku Louhimo, Viljami Aittomäki, Ali Faisal, Marko Laakso, Ping Chen, Kristian Ovaska, Erkka Valo, Leo Lahti, Vladimir Rogojin, Samuel Kaski, and Sampsa Hautaniemi. Systematic use of computational methods allows stratifying treatment responders in glioblastoma multiforme. In Proceedings of CAMDA 2011 conference, Critical Assessment of Massive Data Analysis, 2011. Source code available at http://csbi.ltdk.helsinki.fi/camda/.
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2699Mehmet Gönen, Melih Kandemir, and Samuel Kaski. Multitask learning using regularized multiple kernel learning. In Bao-Liang Lu, Liqing Zhang, and James Kwok, editors, Proceedings of 18th International Conference on Neural Information Processing (ICONIP), volume 7063 of Lecture Notes in Computer Science, pages 500–509, Berlin / Heidelberg, 2011. Springer.
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2698Timo Honkela, Wlodzislaw Duch, Mark Girolami, and Samuel Kaski, editors. Artificial Neural Networks and Machine Learning Research - ICANN 2011, Part I, Berlin, 2011. Springer.
Info
See www.springerlink.com ...
2697Timo Honkela, Wlodzislaw Duch, Mark Girolami, and Samuel Kaski, editors. Artificial Neural Networks and Machine Learning Research - ICANN 2011, Part II, Berlin, 2011. Springer.
Info
See www.springerlink.com ...
2696Samuel Kaski and Jaakko Peltonen. Dimensionality reduction for data visualization. IEEE Signal Processing Magazine, 28(2):100–104, 2011.
Info
See dx.doi.org ...
2695Arto Klami, Pavan Ramkumar, Seppo Virtanen, Lauri Parkkonen, Riitta Hari, and Samuel Kaski. ICANN/PASCAL2 challenge: MEG mind reading – overview and results. In Arto Klami, editor, Proceedings of ICANN/PASCAL2 Challenge: MEG Mind Reading, Aalto University Publication series SCIENCE + TECHNOLOGY 29/2011, pages 3–19, Espoo, 2011.
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2694Leo Lahti, Laura L. Elo, Tero Aittokallio, and Samuel Kaski. Probabilistic analysis of probe reliability in differential gene expression studies with short oligonucleotide arrays. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 8:217–225, 2011.
PDF (162 kB)
Info
See www.computer.org ...
2693Gayle Leen, Jaakko Peltonen, and Samuel Kaski. Focused multi-task learning using Gaussian processes. In Dimitrios Gunopulos, Thomas Hofmann, Donato Malerba, and Michalis Vazirgiannis, editors, Machine Learning and Knowledge Discovery in Databases (Proceedings of ECML PKDD 2011), Part II, pages 310–325. Springer Berlin / Heidelberg, 2011. Best Paper Award in Machine Learning.
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2692Jaakko Peltonen and Samuel Kaski. Generative modeling for maximizing precision and recall in information visualization. In Geoffrey Gordon, David Dunson, and Miroslav Dudik, editors, Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, volume 15 of JMLR W&CP, pages 597–587. JMLR, 2011.
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See jmlr.csail.mit.edu ...
2691Tommi Suvitaival, Ilkka Huopaniemi, Matej Orešic, and Samuel Kaski. Cross-species translation of multi-way biomarkers. In Timo Honkela, Wlodzislaw Duch, Mark Girolami, and Samuel Kaski, editors, Proceedings of the 21st International Conference on Artificial Neural Networks (ICANN), Part I, volume 6791 of Lecture Notes in Computer Science, pages 209–216. Springer, 2011.
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2690Tommi Suvitaival, Ilkka Huopaniemi, Matej Orešic, and Samuel Kaski. Detecting similar high-dimensional responses to experimental factors between human and model organism. In NIPS 2011 workshop "From Statistical Genetics to Predictive Models in Personalized Medicine", 2011. Extended abstract.
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2689Marko Sysi-Aho, Andrey Ermolov, Peddinti V. Gopalacharyulu, Abhishek Tripathi, Tuulikki Seppänen-Laakso, Johanna Maukonen, Ismo Mattila, Suvi T. Ruohonen, Laura Vähätalo, Laxman Yetukuri, Taina Härkönen, Erno Lindfors, Janne Nikkilä, Jorma Ilonen, Olli Simell, Maria Saarela, Mikael Knip, Samuel Kaski, Eriika Savontaus, and Matej Orešic. Metabolic regulation in progression to autoimmune diabetes. PLoS Computational Biology, 7:e1002257, 2011.
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2688Seppo Virtanen, Arto Klami, and Samuel Kaski. Bayesian CCA via group sparsity. In Lise Getoor and Tobias Scheffer, editors, Proceedings of the 28th International Conference on Machine Learning (ICML-11), ICML '11, pages 457–464, New York, NY, 2011. ACM. Implementation in R available at http://research.ics.tkk.fi/mi/software/gsCCA/.
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2687S.V.N. Vishwanathan, Samuel Kaski, Jennifer Neville, and Stefan Wrobel, editors. Machine Learning, Special Issue on Learning and Mining with Graphs, 82(2), 2011.
Info
See www.springerlink.com ...
2686Abhishek Tripathi, Arto Klami, Matej Orešic, and Samuel Kaski. Matching samples of multiple views. Data Mining and Knowledge Discovery, 23:300–321, 2011.
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2685Laxman Yetukuri, Ilkka Huopaniemi, Artturi Koivuniemi, Marianna Maranghi, Anne Hiukka, Heli Nygren, Samuel Kaski, Marja-Riitta Taskinen, Ilpo Vattulainen, Matti Jauhiainen, and Matej Orešic. High density lipoprotein structural changes and drug response in lipidomic profiles following the long-term fenofibrate therapy in the FIELD substudy. PLoS ONE, 6(8):e23589, 2011.
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See dx.plos.org ...
2684Sami Virpioja, Ville T. Turunen, Sebastian Spiegler, Oskar Kohonen, and Mikko Kurimo. Empirical comparison of evaluation methods for unsupervised learning of morphology. Traitement Automatique des Langues, 52(2):45–90, 2011.
Info
See www.atala.org ...
2683Marijn J.H. Heule, Oliver Kullmann, Siert Wieringa, and Armin Biere. Cube and conquer: Guiding CDCL SAT solvers by lookaheads. In Haifa Verification Conference (HVC), Lecture Notes in Computer Science, pages 50–56, 2011.
Info
See www.st.ewi.tudelft.nl ...
2682Siert Wieringa. On incremental satisfiability and bounded model checking. In First International Workshop on Design and Implementation of Formal Tools and Systems (DIFTS11), 2011.
Info
See www.nec-labs.com ...
2681Jaakko Talonen and Miki Sirola. Modelling hypothetical wage equation by neural networks. In Timo Honkela, Włodzisław Duch, Mark Girolami, and Samuel Kaski, editors, Artificial Neural Networks and Machine Learning – ICANN 2011, volume 6792 of Lecture Notes in Computer Science, pages 381–388. Springer, 2011.
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2680Jaakko Talonen and Mika Sulkava. Analyzing Parliamentary Elections Based on Voting Advice Application Data. In The Tenth International Symposium on Intelligent Data Analysis (IDA), pages 340–351, 2011.
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2679Yasir Mehmood, Mudassar Abbas, Xi Chen, and Timo Honkela. Self-organizing maps of nutrition, lifestyle and health situation in the world. In Advances in Self-Organizing Maps - Proceedings of WSOM 2011, 8th International Workshop, pages 160–167. Springer, 2011.
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2678Timo Honkela, Jorma Laaksonen, Hannele Törrö, and Juhani Tenhunen. Media map: A multilingual document map with a design interface. In Advances in Self-Organizing Maps - Proceedings of WSOM 2011, 8th International Workshop, pages 247–256, 2011.
Info
2677Jorma Laaksonen and Timo Honkela, editors. Advances in Self-Organizing Maps - Proceedings of WSOM 2011, 8th International Workshop. Springer, 2011.
Info
See www.springer.com ...
2676Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, and Samuel Kaski, editors. Artificial Neural Networks and Machine Learning - Proceedings of ICANN 2011 - 21st International Conference on Artificial Neural Networks, Part I. Springer, 2011.
Info
See www.springer.com ...
2675Timo Honkela, Wlodzislaw Duch, Mark A. Girolami, and Samuel Kaski, editors. Artificial Neural Networks and Machine Learning - Proceedings of ICANN 2011 - 21st International Conference on Artificial Neural Networks, Part II. Springer, 2011.
Info
See www.springer.com ...
2674Timo Honkela. Kunnioitusta erilaisuutta kohtaan. Tieteessä tapahtuu, 29(4-5):38–39, 2011.
Info
See ojs.tsv.fi ...
2673Timo Honkela, Jaakko Väyrynen, and Matti Pöllä. Cognitive systems blog, year 2011. Blogspot blog, 2011. Blog.
Info
See cogsys.blogspot.com ...
2672Tommi Junttila and Petteri Kaski. Conflict propagation and component recursion for canonical labeling. In A. Marchetti-Spaccamela and M. Segal, editors, Theory and Practice of Algorithms in (Computer) Systems, First International ICST Conference, TAPAS 2011, Rome, Italy, April 18–20, 2011, volume 6595 of Lecture Notes in Computer Science, pages 151–162. Springer, 2011.
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See dx.doi.org ...
2671Tero Laitinen, Tommi Junttila, and Ilkka Niemelä. Equivalence class based parity reasoning with DPLL(XOR). In Taghi M. Khoshgoftaar and Xingquan (Hill) Zhu, editors, ICTAI 2011 - 23rd IEEE International Conference on Tools with Artificial Intelligence, pages 649–658. IEEE Computer Society Press, 2011.
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2670Tommi Vatanen, Mikael Kuusela, Eric Malmi, Tapani Raiko, Timo Aaltonen, and Yoshikazu Nagai. Fixed-background EM algorithm for semi-supervised anomaly detection. Technical report, Aalto University School of Science, 2011.
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2669Zhanxing Zhu, Francesco Corona, Amaury Lendasse, Roberto Baratti, and Jose Romagnoli. Local linear regression for soft-sensor design with application to an industrial deethanizer. In Proceedings of the 18th IFAC World Congress, volume 18, pages 2839–2844, Università Cattolica del Sacro Cuore, Milano, Italy, 2011.
Info
See www.nt.ntnu.no ...
2668Kimmo Järvinen. Elliptisten käyrien salausmenetelmät ja niiden laskenta ohjelmoitavalla logiikalla. Tietojenkäsittelytiede, 32:34–47, Heinäkuu 2011.
Info

2010

2667Alfredo A. Kalaitzis, Pei Gao, Antti Honkela, and Neil D. Lawrence. gptk: Gaussian Processes Tool-Kit. CRAN, December 2010. Computer program.
Info
See cran.r-project.org ...
2666Leo Lahti. Probabilistic Analysis of the Human Transcriptome with Side Information. Diss, AALTO-ICS, ESPOO, December 2010.
Info
See lib.tkk.fi ...
2665Markus Ojala. Assessing data mining results on matrices with randomization. In Proceedings of the 10th IEEE International Conference on Data Mining (ICDM '10), pages 959–964, December 2010.
Info
See www.cis.hut.fi ...
2664Reima Karhila and Mikko Kurimo. Unsupervised cross-lingual speaker adaptation for accented speech recognition. In Proceedings of 2010 IEEE Workshop on Spoken Language Technology, Berkeley, CA, December 2010.
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2663Yu Xiao, Rijubrata Bhaumik, Zhirong Yang, Matti Siekkinen, and Antti Ylä-Jääski Petri Savolainen. A system-level model for runtime power estimation on mobile devices. In Proceedings of 2010 IEEE/ACM International Conference on Green Computing and Communications (GreenCom-2010), pages 27–34, Hangzhou, China, December 2010.
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2662Sakari Ellonen. Synthesis of Moore machines from LTL specifications. Master's thesis, Aalto University, School of Science and Technology, Faculty of Information and Natural Sciences, Espoo, Finland, Dec 2010.
Info
2661Antti Honkela, Tapani Raiko, Mikael Kuusela, Matti Tornio, and Juha Karhunen. Approximate Riemannian conjugate gradient learning for fixed-form variational Bayes. Journal of Machine Learning Research, 11:3235–3268, Nov 2010.
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2660Antti Sorjamaa. Methodologies for Time Series Prediction and Missing Value Imputation. PhD thesis, Aalto University School of Science and Technology, November 2010.
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2659Anu Usvasalo, Riikka Räty, Arja Harila-Saari, Pirjo Koistinen, Eeva-Riitta Savolainen, Sakari Knuutila, Erkki Elonen, Ulla M. Saarinen-Pihkala, Sakari Knuutila, and Jaakko Hollmén. Prognostic classification of patients with acute lymphoblastic leukemia by using copy number profiles identified from array-based comparative genomic hybridization data. Leukemia Research, 34(11):1476–1482, November 2010.
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2658Mats Sjöberg, Markus Koskela, Milen Chechev, and Jorma Laaksonen. PicSOM experiments in TRECVID 2010. In Proceedings of the TRECVID 2010 Workshop, Gaithersburg, MD, USA, November 2010. Available online at http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html.
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2657R. Kivisaari, P. Rapeli, K. Van Leemput, S. Kähkönen, V. Puuskari, O. Jokela, and T. Autti. Cerebral measurements and their correlation with the onset age and the duration of opioid abuse. Journal of Opioid Management, 6(6):423–429, November/December 2010.
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2656Matti Pöllä and Timo Honkela. Negative selection of written language using character multiset statistics. Journal of Computer Science and Technology, 25(6):1256–1266, November 2010.
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2655Yoan Miche. Developing Fast Machine Learning Techniques with Applications to Steganalysis Problems. PhD thesis, Aalto University School of Science and Technology (Espoo, Finland) and INPG (Grenoble, France), November 2010.
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2654M.R. Sabuncu, B.T.T. Yeo, K. Van Leemput, B. Fischl, and P. Golland. A generative model for image segmentation based on label fusion. IEEE Transactions on Medical Imaging, 29(10):1714–1729, October 2010.
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2653T. Riklin-Raviv, K. Van Leemput, B.H. Menze, W.M. Wells, and P. Golland. Segmentation of image ensembles via latent atlases. Medical Image Analysis, 14(5):654–665, October 2010.
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2652Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Sini Pessala, and Timo Honkela. Learning taxonomic relations from a set of text documents. In Proceedings of the International Multiconference on Computer Science and Information Technology (IMCSIT 2010), pages 105–112, Wisla, Poland, October 2010. IEEE.
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2651Miika-Petteri Matikainen and Antti Honkela. tigreBrowser: Gene expression model browser for results from tigre R package, September 2010. Computer program.
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2650Francesco Corona, Amaury Lendasse, and Elia Liitiäinen. A boundary corrected expansion of the moments of nearest neighbor distributions. Random Structures and Algorithms, 37(2):223–247, September 2010.
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2649Konsta Sirvio and Jaakko Hollmén. Multi-year network level road maintenance programming by genetic algorithms and variable neighbourhood search. In Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, pages 581–586, September 2010.
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2648Ville Viitaniemi and Jorma Laaksonen. Region matching techniques for spatial bag of visual words based image category recognition. In Proceedings of 20th International Conference on Artificial Neural Networks (ICANN 2010), volume 6352 of Lecture Notes in Computer Science, pages 531–540, Thessaloniki, Greece, September 2010. Springer Verlag.
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2647T. Saukkonen, S. Heikkinen, A. Hakkarainen, A.M. Häkkinen, K. Van Leemput, M. Lipsanen-Nyman, and N. Lundbom. Association of intramyocellular, intraperitoneal and liver fat with glucose tolerance in severely obese adolescents. European Journal of Endocrinology, 163(3):413–419, September 2010.
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2646Tanel Alumäe and Mikko Kurimo. Efficient estimation of maximum entropy language models with n-gram features: an SRILM extension. In Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010. ISCA, September 2010.
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2645C. Peters, G.M. Di Nunzio, Mikko Kurimo, Thomas Mandl, D. Mostefa, A. Penas, and G. Roda (Eds.). Multilingual Information Access Evaluation I - Text Retrieval Experiments, 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers, Part I. Lecture Notes in Computer Science, Information Systems and Applications, incl. Internet/Web, and HCI, Vol. 6241. Springer, Berlin, September 2010.
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2644Mikko Kurimo, Sami Virpioja, Ville T. Turunen, Graeme W. Blackwood, and William Byrne. Overview of Morpho Challenge 2009. In Multilingual Information Access Evaluation Vol. I-II, 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 - October 2, 2009, Revised Selected Papers, Lecture Notes in Computer Science. Springer, September 2010.
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2643Mirjam Wester, John Dines, Matthew Gibson, Hui Liang, Yi-Jian Wu, Lakshmi Saheer, Simon King, Keiichiro Oura, Philip N. Garner, William Byrne, Yong Guan, Teemu Hirsimäki, Reima Karhila, Mikko Kurimo, Matt Shannon, Sayaka Shiota, Jilei Tian, Keiichi Tokuda, and Junichi Yamagishi. Speaker adaptation and the evaluation of speaker similarity in the EMIME speech-to-speech translation project. In Proceedings of the 7th ISCA Speech Synthesis Workshop, SSW7. ISCA, September 2010.
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2642Mikko Kurimo, Sami Virpioja, and Ville T. Turunen. Overview and results of Morpho Challenge 2010. In Proceedings of the Morpho Challenge 2010 Workshop, Espoo, Finland, September 2010.
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2641Oskar Kohonen, Sami Virpioja, Laura Leppanen, and Krista Lagus. Semi-supervised extensions to morfessor baseline. In Proceedings of the Morpho Challenge 2010 Workshop. Aalto University School of Science and Technology Faculty of Information and Natural Sciences Department of Information and Computer Science, Espoo, Finland, September 2010.
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2640Mirjam Wester, John Dines, Matthew Gibson, Hui Liang, Yi-Jian Wu, Lakshmi Saheer, Simon King, Keiichiro Oura, Philip N. Garner, William Byrne, Yong Guan, Teemu Hirsimäki, Reima Karhila, Mikko Kurimo, Matt Shannon, Sayaka Shiota, Jilei Tian, Keiichi Tokuda, and Junichi Yamagishi. Speaker adaptation and the evaluation of speaker similarity in the EMIME speech-to-speech translation project. In Proceedings of the 7th ISCA Speech Synthesis Workshop, SSW7. ISCA, September 2010.
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2639Zhirong Yang, Zhanxing Zhu, and Erkki Oja. Automatic rank determination in projective nonnegative matrix factorization. In Proceedings of the 9th International Conference on Latent Variable Analysis and Signal Separation (LVA2010), volume 6365 of Lecture Notes in Computer Science, pages 514–521, Saint Malo, France, September 2010. Springer.
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2638Sami Virpioja, Oskar Kohonen, and Krista Lagus. Unsupervised morpheme analysis with Allomorfessor. In Multilingual Information Access Evaluation I. Text Retrieval Experiments: 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, September 30 – October 2, 2009, Revised Selected Papers, volume 6241 of Lecture Notes in Computer Science, pages 609–616. Springer Berlin / Heidelberg, September 2010.
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2637Tomi Janhunen and Ilkka Niemelä, editors. Logics in Artificial Intelligence – 12th European Conference, JELIA 2010, Helsinki, Finland, September 13-15, 2010. Proceedings, volume 6341 of Lecture Notes in Computer Science. Springer, September 2010.
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2636Tommi Vatanen, Mikael Kuusela, Eric Malmi, and Risto Orava. Anomaly search with density estimation and EM algorithm. 6th International Summer School on Pattern Recognition, ISSPR 2010, September 2010. Poster.
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2635Jort F. Gemmeke, Ulpu Remes, and Kalle J. Palomäki. Observation uncertainty measures for sparse imputation. In Proc. INTERSPEECH, pages 2262–2265, Makuhari, Japan, September 26–30 2010.
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2634Federico Montesino Pouzols and Angel Barriga Barros. Automatic clustering-based identification of autoregressive fuzzy inference models for time series. Neurocomputing, 73(10):1937–1949, August 2010.
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2633Federico Montesino Pouzols and Amaury Lendasse. Evolving fuzzy optimally pruned extreme learning machine for regression problems. Evolving Systems, 1(1):43–58, August 2010.
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2632Mats Sjöberg, Markus Koskela, Ville Viitaniemi, and Jorma Laaksonen. PicSOM experiments in ImageCLEF RobotVision. In Devrim Ünay, Zehra Cataltepe, and Selim Aksoy, editors, Recognizing Patterns in Signals, Speech, Images and Videos, volume 6388 of Lecture Notes in Computer Science, pages 190–199, Istanbul, Turkey, August 2010. Springer Berlin / Heidelberg.
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2631Mats Sjöberg, Markus Koskela, Ville Viitaniemi, and Jorma Laaksonen. Indoor location recognition using fusion of SVM-based visual classifiers. In Proceedings of 2010 IEEE International Workshop on Machine Learning for Signal Processing, pages 343–348, Kittilä, Finland, August-September 2010.
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2630Jaakko Viinikanoja. Locally linear robust bayesian dependency modeling of co-occurrence data. Master's thesis, Aalto University, School of Science and Technology, Department of Information and Computer Science, August 2010.
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2629Kenneth E. Hild II, Mikko Kurimo, and Vince D. Calhoun. The sixth annual MLSP competition, 2010. In Proceedings of the IEEE Workshop on Machine Learning for Signal Processing (MLSP), Kittilä, Finland, August 2010.
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2628Miguel A. Prada, Jaakko Hollmén, Janne Toivola, and Jyrki Kullaa. Three-way Analysis of Structural Health Monitoring Data. In Samuel Kaski, David J. Miller, Erkki Oja, and Antti Honkela, editors, Proc. of the 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010), pages 256–261. IEEE, August 2010.
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2627Zhirong Yang, Chiwei Wang, and Erkki Oja. Multiplicative updates for t-sne. In Proceedings of the 20th IEEE International Workshop on Machine Learning For Signal Processing (MLSP2010), pages 19–23, Kittilä, August 2010.
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2626Antti Ajanki, Mark Billinghurst, Toni Järvenpää, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, Teemu Ruokolainen, and Timo Tossavainen. Contextual information access with augmented reality. In Proceedings of MLSP 2010, IEEE International Workshop on Machine Learning for Signal Processing, pages 95–100. IEEE, August 2010.
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2625Sami Keronen, Ulpu Remes, Kalle Palomäki, Tuomas Virtanen, and Mikko Kurimo. Comparison of noise robust methods in large vocabulary speech recognition. In Proceedings of the 18th European Signal Processing Conference, EUSIPCO 2010, Aalborg, Denmark, August 2010.
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2624Tomi Janhunen, Ilkka Niemelä, Johannes Oetsch, Jörg Pührer, and Hans Tompits. On testing answer-set programs. In Helder Coelho, Rudi Studer, and Michael Wooldridge, editors, Proceedings of the 19th European Conference on Artificial Intelligence, pages 951–956, Lisbon, Portugal, August 2010. IOS Press.
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2623Alexander Ilin and Tapani Raiko. Practical approaches to principal component analysis in the presence of missing values. Journal of Machine Learning Research (JMLR), 11:1957–2000, July 2010.
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2622Dusan Sovilj, Tapani Raiko, and Erkki Oja. Extending self-organizing maps with uncertainty information of probabilistic pca. In IJCNN 2010, pages 1915–1921, Barcelona, Spain, July 18-23 2010.
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2621Francesco Corona, Elia Liitiäinen, Amaury Lendasse, Roberto Baratti, and Lorenzo Sassu. A continuous regression function for the delaunay calibration method. In Proceedings of IFAC/DYCOPS 2010 9th International Symposium on Dynamics and Control of Process Systems, Leuven (Belgium), pages 180–185, July 5-7 2010.
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2620Federico Montesino Pouzols and Amaury Lendasse. Effect of different detrending approaches on computational intelligence models of time series. In International Joint Conference on Neural Networks (IJCNN), pages 1729–1736, Barcelona, Spain, July 2010.
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2619Federico Montesino Pouzols and Amaury Lendasse. Evolving fuzzy optimally pruned extreme learning machine: A comparative analysis. In IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pages 1339–1346, Barcelona, Spain, July 2010.
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2618KyungHyun Cho, Tapani Raiko, and Alexander Ilin. Parallel tempering is efficient for learning restricted boltzmann machines. In Proceedings of the International Joint Conference on Neural Networks (IJCNN 2010), pages 3246 – 3253, Barcelona, Spain, July 2010.
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2617Mari-Sanna Paukkeri and Timo Honkela. Likey: Unsupervised Language-Independent Keyphrase Extraction. In Proceedings of the 5th International Workshop on Semantic Evaluation (SemEval), pages 162–165, Uppsala, Sweden, July 2010. Association for Computational Linguistics.
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2616Tanel Alumäe and Mikko Kurimo. Domain adaptation of maximum entropy language models. In Proceedings of the ACL 2010. ACL, July 2010.
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2615Mikko Kurimo, Sami Virpioja, Ville Turunen, and Krista Lagus. Morpho Challenge 2005-2010: Evaluations and results. In Proceedings of the 11th Meeting of the ACL Special Interest Group on Computational Morphology and Phonology, pages 87–95. ACL, July 2010.
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2614Mikko Kurimo, William Byrne, John Dines, Philip N. Garner, Matthew Gibson, Yong Guan, Teemu Hirsimäki, Reima Karhila, Simon King, Hui Liang, Keiichiro Oura, Lakshmi Saheer, Matt Shannon, Sayaka Shiota, Jilei Tian, Keiichi Tokuda, Mirjam Wester, Yi-Jian Wu, and Junichi Yamagishi. Personalising speech-to-speech translation in the EMIME project. In Proceedings of the ACL 2010 System Demonstrations, pages 48–53. ACL, July 2010.
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2613Oskar Kohonen, Sami Virpioja, and Krista Lagus. Semi-supervised learning of concatenative morphology. In Proceedings of the 11th Meeting of the ACL Special Interest Group on Computational Morphology and Phonology, pages 78–86, Uppsala, Sweden, July 2010. Association for Computational Linguistics.
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2612Katariina Nyberg, Tapani Raiko, Teemu Tiinanen, and Eero Hyvönen. Document classification utilising ontologies and relations between documents. In Proceedings of the Eighth Workshop on Mining and Learning with Graphs (MLG 2010), Washington DC, USA, July 2010.
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2611Tapani Raiko and Harri Valpola. Oscillatory neural network for image segmentation with biased competition for attention. In Proceedings of the Brain Inspired Cognitive Systems (BICS 2010) symposium, Madrid, Spain, July 2010.
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2610Junichi Yamagishi, Bela Usabaev, Simon King, Oliver Watts, John Dines, Jilei Tian, Rile Hu, Yong Guan, Keiichiro Oura, Keiichi Tokuda, Reima Karhila, and Mikko Kurimo. Thousands of voices for HMM-based speech synthesis-analysis and application of TTS systems built on various ASR corpora. IEEE Transactions on Audio, Speech and Language Processing, 18(5):984–1004, July 2010.
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2609Sami Virpioja, André Mansikkaniemi, Jaakko Väyrynen, and Mikko Kurimo. Applying morphological decompositions to statistical machine translation. In Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, pages 201–206. Association for Computational Linguistics, July 2010.
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2608Tomi Janhunen. Modular construction of ground logic programs using LPCAT. In David Mitchell and Eugenia Ternovska, editors, the 3rd International Workshop on Logic and Search, Edinburgh, Scotland, July 2010.
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2607Tomi Janhunen. Sampler programs: The semantics of abstract constraint programs revisited. In Manuel Hermenegildo and Torsten Schaub, editors, Technical Communications of the 26th International Conference on Logic Programming, volume 7 of Leibniz International Proceedings in Informatics (LIPIcs), pages 94–103, Dagstuhl, Germany, July 2010. Schloss Dagstuhl–Leibniz-Zentrum fuer Informatik.
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2606Souhaib Ben Taieb, Antti Sorjamaa, and Gianluca Bontempi. Multiple-output modelling for multi-step-ahead time series forecasting. Neurocomputing, 73(10-12):1950–1957, June 2010.
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2605Antti Sorjamaa, Amaury Lendasse, and Eric Séverin. Combination of SOMs for fast missing value imputation. In Proceedings of MASHS 2010, Modèles et Apprentissage en Sciences Humaines et Sociale, Lille (France). Models and learnings in Human and social Sciences, June 2010.
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2604Fernando Mateo, Dusan Sovilj, and Rafael Gadea. Approximate k-NN delta test minimization method using genetic algorithms: Application to time series. Neurocomputing, 73(10-12):2017–2029, June 2010.
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2603Dusan Sovilj, Antti Sorjamaa, Qi Yu, Yoan Miche, and Eric Séverin. OP-ELM and OP-KNN in long-term prediction of time series using projected input data. Neurocomputing, 73(10-12):1976–1986, June 2010.
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2602Alberto Guillén, Federico Montesino Pouzols, Angel Barriga Barros, Luis Javier Herrera, Jesus Gonzalez, Hector Pomares, and Ignacio Rojas. Identifying fuzzy inference models by means of possibilistic clustering: Socio-economic applications. In Computational Methods for Modelling and Learning in Social and Human Sciences (MASHS), June 2010.
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2601Janne Valkonen, Kim Björkman, Juho Frits, and Ilkka Niemelä. Model checking methodology for verification of safety logics. In Proceedings of the 6th International Conference on Safety of Industrial Automated Systems, SIAS 2010, Tampere, Finland, June 2010.
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2600Ilari Nieminen. Tag recommendation in folksonomies. Master's thesis, Aalto University School of Science and Technology, Faculty of Information and Natural Sciences, Department of Information and Computer Science, Espoo, Finland, June 2010.
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2599Janne Valkonen, Kim Björkman, Juho Frits, and Ilkka Niemelä. Model checking methodology for verification of safety logics. In Proceedings of the 6th International Conference on Safety of Industrial Automated Systems, SIAS 2010, Tampere, Finland, June 2010.
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2598Jaakko Hollmén, Harri Mäkinen, and Pekka Nöjd. Analyzing subjective expert opinions about standardization of tree-ring series. In WorldDendro 2010 — Abstracts of the 8th International Conference on Dendrochronology, page 110, Rovaniemi, Finland, June 2010.
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2597Ville Viitaniemi, Mats Sjöberg, Markus Koskela, and Jorma Laaksonen. Automatic video search using semantic concepts. In Proceedings of 8th European Conference on Interactive TV and Video (EuroITV 2010), Tampere, Finland, June 2010.
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2596Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex P. Leung, Kitsuchart Pasupa, and John Shawe-Taylor. Pinview: Implicit feedback in content-based image retrieval. In Proceedings of ICML Workshop on Reinforcement Learning and Search in Very Large Spaces, Haifa, Israel, June 2010.
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2595Amaury Lendasse, Timo Honkela, and Olli Simula. European symposium on times series prediction. Neurocomputing, 73(10–12):1919–1922, June 2010.
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2594Alberto Guillén, Luis Herrera, Gines Rubio, Amaury Lendasse, and Hector Pomares. New method for instance or prototype selection using mutual information in time series prediction. Neurocomputing, 73(10–12):2030–2038, June 2010.
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2593Jefrey Lijffijt, Panagiotis Papapetrou, Jaakko Hollmén, and Vassilis Athitsos. Benchmarking dynamic time warping for music retrieval. In Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'2010), number 59 in ACM International Conference Proceedings Series. ACM, June 2010.
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2592Jefrey Lijffijt, Panagiotis Papapetrou, and Jaakko Hollmén. Tracking your steps on the track: Body sensor recordings of a controlled walking experiment. In Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments (PETRA'2010), number 58 in ACM International Conference Proceedings Series. ACM, June 2010.
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2591Markus Ojala and Gemma Garriga. Permutation tests for studying classifier performance. Journal of Machine Learning Research, 11(Jun):1833–1863, June 2010.
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2590Mikko Korpela, Harri Mäkinen, Pekka Nöjd, Jaakko Hollmén, and Mika Sulkava. Automatic detection of onset and cessation of tree stem radius increase using dendrometer data. Neurocomputing, 73(10–12):2039–2046, June 2010.
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2589Mikko Korpela, Pekka Nöjd, Jaakko Hollmén, Harri Mäkinen, Mika Sulkava, and Pertti Hari. Daily temperature and daily photosynthetic production vs. Scots pine growth. In Kari Mielikäinen, Harri Mäkinen, and Mauri Timonen, editors, WorldDendro 2010. Abstracts of The 8th International Conference on Dendrochronology, page 261, Rovaniemi, Finland, June 2010. Finnish Forest Research Institute, Association for Tree-Ring Research, Tree Ring Society, Asian Dendrochronology Association, and IUFRO WP 5.01.07 Tree Ring Analysis, Finnish Forest Research Institute.
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2588Paul Wagner. On the stability of reinforcement learning under partial observability and generalizing representations. Master's thesis, Aalto University School of Science and Technology, Faculty of Information and Natural Sciences, Department of Information and Computer Science, Espoo, Finland, June 2010.
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2587Seppo Virtanen. Bayesian exponential family projections. Master's thesis, Aalto University School of Science and Technology, Department of Information and Computer Science, June 2010.
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2586Tuomas Launiainen, Keijo Heljanko, and Tommi Junttila. Efficient model checking of PSL safety properties. In Proceedings of the 10th International Conference on Application of Concurrency to System Design (ACSD'2010), pages 95–104, Braga, Portugal, June 2010.
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2585Yoan Miche, Patrick Bas, and Amaury Lendasse. Using multiple re-embeddings for quantitative steganalysis and image reliability estimation. Technical Report TKK-ICS-R34, Aalto University School of Science and Technology, Aalto, Finland, June 2010.
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2584Janne Toivola, Miguel A. Prada, and Jaakko Hollmén. Novelty detection in projected spaces for structural health monitoring. In Paul R. Cohen, Niall M. Adams, and Michael R. Berthold, editors, Advances in Intelligent Data Analysis IX, volume 6065 of LNCS, pages 208–219, Berlin / Heidelberg, May 2010. Springer.
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2583Tommi Jantunen, Markus Koskela, Jorma Laaksonen, and Päivi Rainò. Towards automated visualization and analysis of signed language motion: Method and linguistic issues. In Proceedings of 5th International Conference on Speech Prosody, Chicago, Ill. (USA), May 2010. Available online at http://speechprosody2010.illinois.edu/papers/100006.pdf.
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2582Kimmo Järvinen, Vladimir Kolesnikov, Ahmad-Reza Sadeghi, and Thomas Schneider. Garbled circuits for leakage-resilience: Hardware implementation and evaluation of one-time programs. Report 2010/276, Cryptology ePrint Archive, May 2010. Extended version of the paper appearing in CHES'10.
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2581S. Luyssaert, P. Ciais, S. L. Piao, E.-D. Schulze, M. Jung, S. Zaehle, M. J. Schelhaas, M. Reichstein, G. Churkina, D. Papale, G. Abril, C. Beer, J. Grace, D. Loustau, G. Matteucci, F. Magnani, G. J. Nabuurs, H. Verbeeck, Mika Sulkava, G. R. van der Werf, and I. A. Janssens. The european carbon balance. Part 3: forests. Global Change Biology, 16(5):2039–2046, May 2010.
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2580Antti Honkela, Pei Gao, Jonatan Ropponen, Magnus Rattray, and Neil D. Lawrence. tigre: Transcription factor Inference through Gaussian process Reconstruction of Expression. BioConductor 2.6, April 2010. Computer program.
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2579Antti Honkela, Charles Girardot, E Hilary Gustafson, Ya-Hsin Liu, Eileen E M Furlong, Neil D Lawrence, and Magnus Rattray. Model-based method for transcription factor target identification with limited data. Proc Natl Acad Sci U S A, 107(17):7793–7798, Apr 2010.
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2578Mark van Heeswijk, Yoan Miche, Erkki Oja, and Amaury Lendasse. Solving large regression problems using an ensemble of GPU-accelerated ELMs. In Michel Verleysen, editor, ESANN2010: 18th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, pages 309–314, Bruges, Belgium, April 28–30 2010. d-side Publications.
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2577Anu Usvasalo, Shinsuke Ninomiya, Riikka Räty, Jaakko Hollmén, Ulla M. Saarinen-Pihkala, Erkki Elonen, and Sakari Knuutila. Focal 9p instability in hematologic neoplasias revealed by comparative genomic hybridization and single nucleotide polymorphism microarray analyses. Genes, Chromosomes, and Cancer, 49(4):309–318, April 2010.
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2576Laxman Yetukuri, Jarkko Tikka, Jaakko Hollmén, and Matej Orešic. Functional prediction of unidentified lipids using supervised classifiers. Metabolomics, 6(1):18–26, April 2010.
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2575Markus Ojala, Gemma Garriga, Aristides Gionis, and Heikki Mannila. Evaluating query result significance in databases via randomizations. In Proceedings of the 2010 SIAM International Conference on Data Mining (SDM '10), pages 906–917, April 2010.
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2574Yoan Miche, Benjamin Schrauwen, and Amaury Lendasse. Machine learning techniques based on random projections. In Michel Verleysen, editor, ESANN2010: 18th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, pages 295–302, Bruges, Belgium, April 28–30 2010. d-side Publications.
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2573Yoan Miche, Emil Eirola, Patrick Bas, Olli Simula, Christian Jutten, Amaury Lendasse, and Michel Verleysen. Ensemble modeling with a constrained linear system of leave-one-out outputs. In Michel Verleysen, editor, ESANN2010: 18th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, pages 19–24, Bruges, Belgium, April 28–30 2010. d-side Publications.
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2572Paul Merlin, Antti Sorjamaa, Bertrand Maillet, and Amaury Lendasse. X-SOM and l-SOM: A double classification approach for missing value imputation. Neurocomputing, 73(7-9):1103–1108, March 2010.
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2571Miki Sirola, Jaakko Talonen, Jukka Parviainen, and Golan Lampi. Decision support with data-analysis methods in a nuclear power plant. Technical Report TKK-ICS-R29, Aalto University, School of Science and Technology, Department of Information and Computer Science, Espoo, Finland, March 2010.
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2570Matthew Gibson, Teemu Hirsimaki, Reima Karhila, Mikko Kurimo, and William Byrne. Unsupervised cross-lingual speaker adaptation for HMM-based speech synthesis using two-pass decision tree construction. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Dallas, Texas, USA, March 2010.
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2569Federico Montesino Pouzols, Amaury Lendasse, and Angel Barriga Barros. Autoregressive time series prediction by means of fuzzy inference systems using nonparametric residual variance estimation. Fuzzy Sets and Systems, 161(4):471–497, February 2010.
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2568Qi Yu, Yoan Miche, Antti Sorjamaa, Alberto Guillén, Amaury Lendasse, and Eric Séverin. Op-knn: Method and applications. Advances in Artificial Neural Systems, 2010:6 pages, February 2010.
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2567Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Partitioning SAT instances for distributed solving. In Third International Workshop on Logic and Search, pages 1–16, 2010.
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2566Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Partitioning SAT instances for distributed solving. In LPAR 2010, volume 6397 of Lecture Notes in Computer Science, pages 372–386. Springer, 2010.
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2565Antti Honkela, Marta Milo, Matthew Holley, Magnus Rattray, and Neil D. Lawrence. Ranking of gene regulators through differential equations and Gaussian processes. In Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010), pages 154–159, Kittilä, Finland, 2010.
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2564Heikki Järvinen, Petri Räisänen, Marko Laine, Johanna Tamminen, Alexander Ilin, Erkki Oja, Antti Solonen, and Heikki Haario. Estimation of ECHAM5 climate model closure parameters with adaptive MCMC. Atmospheric Chemistry and Physics Discussion, 10:11951–11973, 2010.
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2563María Naya-Plasencia, Andrea Röck, Jean-Philippe Aumasson, Yann Laigle-Chapuy, Gaëtan Leurent, Willi Meier, and Thomas Peyrin. Cryptanalysis of ESSENCE. In Seokhie Hong and Tetsu Iwata, editors, Fast Software Encryption - FSE 2010, volume 6147 of LNCS, pages 134–152. Springer, Heidelberg, 2010.
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2562Antti Sorjamaa, Amaury Lendasse, Yves Cornet, and Eric Deleersnijder. An improved methodology for filling missing values in spatiotemporal climate data set. Computational Geosciences, 14:55–64, January 2010.
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2561Antti Ukkonen. The support vector tree. In Algorithms and Applications, pages 244–259, 2010.
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2560Antti Ukkonen. Approximate top-k retrieval from hidden relations. CoRR, abs/1008.5057, 2010.
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2559Antti Ukkonen and Marta Arias. Example-dependent basis vector selection for kernel-based classifiers. In ECML/PKDD (3), pages 338–353, 2010.
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2558Onur Aciicmez, Billy Bob Brumley, and Philipp Grabher. New results on instruction cache attacks. In Stefan Mangard and Francois-Xavier Standaert, editors, Cryptographic Hardware and Embedded Systems, CHES 2010, 12th International Workshop, Santa Barbara, CA, USA, August 17-20, 2010. Proceedings, volume 6225 of Lecture Notes in Computer Science, pages 110–124. Springer, 2010.
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2557Billy Bob Brumley, Risto M. Hakala, Kaisa Nyberg, and Sampo Sovio. Consecutive S-box lookups: a timing attack on SNOW 3G. In Miguel Soriano, Sihan Qing, and Javier López, editors, Information and Communications Security - 12th International Conference, ICICS 2010, Barcelona, Spain, December 15-17, 2010. Proceedings, volume 6476 of Lecture Notes in Computer Science, pages 171–185. Springer, 2010.
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2556Erik Aurell, Charles Ollion, and Yasser Roudi. Dynamics and performance of susceptibility propagation on synthetic data. European Physics Journal B, 77:587–595, 2010.
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2555Supriya Krishnamurthy, John Ardelius, Erik Aurell, Mads Dam, Rolf Stadler, and Fetahi Wuhib. The accuracy of tree-based counting in dynamic networks. In PODC '10 Proceeding of the 29th ACM SIGACT-SIGOPS symposium on Principles of distributed computing, 2010.
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2554Vishwambhar Rathi, Erik Aurell, Lars Rasmussen, and Mikael Skoglund. Bounds on thresholds related to maximum satisfiability of regular random formulas. In 6th International symposium on turbo codes & iterative information processing, 2010.
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2553Vishwambhar Rathi, Erik Aurell, Lars Rasmussen, and Mikael Skoglund. Bounds on threshold of regular random -sat. In SAT 2010 - Thirteenth International Conference on Theory and Applications of Satisfiability Testing, July 11—July 14, 2010, Edinburgh, Scotland, UK, 2010.
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2552Ali Faisal, Antti Karilainen, Ming Li, Pavan Ramkumar, Pauli Salminen, Marja Turunen, and Olli Pitkänen. Creating a flourishing innovation climate. In Yrjo Neuvo and Sami Ylonen, editors, Bit Bang II - Engergising Innovation, Innovating Energy, pages 8–31. Helsinki University Print, 2010.
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2551Francesco Corona, Michela Mulas, Roberto Baratti, and Jose Romagnoli. On the topological modeling and analysis of industrial process data using the SOM. Computers and Chemical Engineering, 34(12):2022–2032, 2010.
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2550Ilkka Kivimäki, Krista Lagus, Ilari T. Nieminen, Jaakko J. Väyrynen, and Timo Honkela. Using correlation dimension for analysing text data. In Proceedings of the 20th International Conference on Artificial Neural Networks (ICANN 2010), volume 6352 of Lecture Notes in Computer Science, pages 368–373. Springer Academic Publishers, 2010.
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2549Vesa Luukkala and Ilkka Niemelä. Enhancing a smart space with answer set programming. In Proceedings of the 4th International Semantic Web Rule Symposium, RuleML 2010, volume 6403 of Lecture Notes in Computer Science (LNCS), pages 89–103, 2010.
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2548Janne Valkonen and Ilkka Niemelä. Turvallisuuskriittisten järjestelmien verifiointi mallintarkastuksella. ATS Ydintekniikka, 39(1):6–8, 2010.
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2547Jussi Lahtinen, Janne Valkonen, Kim Björkman, Juho Frits, and Ilkka Niemelä. Model checking methodology for supporting safety critical software development and verification. In Ben J.M. Ale, Ioannis A. Papazoglou, and Enrico Zio, editors, Reliability, Risk and Safety—Back to the Future, pages 2056–2063. CRC Press, 2010.
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2546Jussi Lahtinen, Kim Björkman, Janne Valkonen, Juho Frits, and Ilkka Niemelä. Analysis of an emergency diesel generator control system by compositional model checking. VTT Working Papers 156, VTT Technical Research Centre of Finland, Espoo, 2010.
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2545Joo Yeon Cho. Linear cryptanalysis of reduced-round PRESENT. In J. Pieprzyk, editor, Topics in Cryptology - CT-RSA 2010, The Cryptographers' Track at the RSA Conference 2010, San Francisco, CA, USA, March 1-5, 2010, volume 5985 of Lecture Notes in Computer Science, pages 302–317. Springer, 2010.
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2544Joo Yeon Cho and Miia Hermelin. Improved linear cryptanalysis of SOSEMANUK. In The 12th International Conference on Information Security and Cryptology 2009, ICISC '09, Seoul, Korea, volume 5984 of Lecture Notes in Computer Science, pages 101 – 117, 2010.
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2543Jori Dubrovin. Checking bounded reachability in asynchronous systems by symbolic event tracing. In Gilles Barthe and Manuel Hermenegildo, editors, Proceedings of the 11th International Conference on Verification, Model Checking, and Abstract Interpretation (VMCAI 2010), volume 5944 of Lecture Notes in Computer Science, pages 146–162. Springer, 2010.
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2542Jussi Lahtinen, Kim Björkman, Janne Valkonen, Juho Frits, and Ilkka Niemelä. Analysis of an emergency diesel generator control system by compositional model checking. VTT Working Papers 156, VTT Technical Research Centre of Finland, Espoo, 2010.
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2541Jussi Lahtinen, Janne Valkonen, Kim Björkman, Juho Frits, and Ilkka Niemelä. Model checking methodology for supporting safety critical software development and verification. In Ben J.M. Ale, Ioannis A. Papazoglou, and Enrico Zio, editors, Reliability, Risk and Safety—Back to the Future, pages 2056–2063, Rhodes, Greece, 2010. CRC Press.
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2540Tapio Pahikkala, Jaakko Väyrynen, Jukka Kortela, and Antti Airola, editors. Proceedings of the 14th Finnish Artificial Intelligence Conference, STeP 2010, number 25 in Publications of the Finnish Artificial Intelligence Society. Finnish Artificial Intelligence Society, 2010.
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2539Jaakko Luttinen and Alexander Ilin. Transformations in variational Bayesian factor analysis to speed up learning. Neurocomputing, 73:1093–1102, 2010.
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2538Joni Pajarinen, Jaakko Peltonen, Ari Hottinen, and Mikko Uusitalo. Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations. In J. Balcázar, F. Bonchi, A. Gionis, and M. Sebag, editors, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, volume 6323 of Lecture Notes in Computer Science, pages 1–16. Springer Berlin / Heidelberg, 2010.
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2537Christian Jutten, Massoud Babaie-Zadeh, and Juha Karhunen. Chapter 14: Nonlinear mixtures. In Christian Jutten and Pierre Comon, editors, Handbook of Blind Source Separation, Independent Component Analysis and Applications, pages 549–592. Academic Press, 2010.
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2536J. T. Eronen, K. Puolamäki, L. Liu, K. Lintulaakso, J. Damuth, C. Janis, and M. Fortelius. Precipitation and large herbivorous mammals, part I: Estimates from present-day communities. Evolutionary Ecology Research, 12(2):217–233, 2010.
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2535J. T. Eronen, K. Puolamäki, L. Liu, K. Lintulaakso, J. Damuth, C. Janis, and M. Fortelius. Precipitation and large herbivorous mammals, part II: Application to fossil data. Evolutionary Ecology Research, 12(2):235–248, 2010.
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2534Kai Puolamäki, Panagiotis Papapetrou, and Jefrey Lijffijt. Visually controllable data mining methods. In IEEE International Conference on Data Mining Workshops 2010, pages 409–417, 2010.
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2533Tapio Lokki and Kai Puolamäki. Canonical analysis of individual vocabulary profiling data. In 2010 Second International Workshop on Quality of Multimedia Experience (QoMEX), pages 152–157, 2010.
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2532Kai Puolamäki, Alessio Bertone, Roberto Théron, Otto Huisman, Jimmy Johansson, Silvia Miksch, Panagiotis Papapetrou, and Salvo Rinzivillo. Mastering the Information Age Solving Problems with Visual Analytics, chapter Data Mining, pages 39–56. Eurographics Association, 2010.
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2531Kimmo Raivio, Jaakko Peltonen, and Leila Koivisto, editors. Biennial Report of the Adaptive Informatics Research Centre 2008-2009. Department of Information and Computer Science, Aalto University School of Science and Technology. Yliopistopaino, 2010.
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2530Kimmo Raivio. Neuraalilaskenta, pages 115–123. WSOY, 2010.
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2529Kimmo Järvinen, Vladimir Kolesnikov, Ahmad-Reza Sadeghi, and Thomas Schneider. Efficient secure two-party computation with untrusted hardware tokens. In Ahmad-Reza Sadeghi and David Naccache, editors, Towards Hardware-Intrinsic Security, pages 367–386. Springer, 2010.
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2528Kimmo Järvinen. Sharing resources between AES and the SHA-3 second round candidates Fugue and Grøstl. In The Second SHA-3 Candidate Conference, 2010.
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2527Kimmo Järvinen. Elliptic curve cryptography processor for high-speed applications — extended abstract. In Tietojenkäsittelytieteen päivät 2010: Computer Science Days 2010, Publications of the University of Eastern Finland, Reports and Books in Forestry and Natural Sciences, pages 10–11, 2010.
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2526Kimmo Järvinen, Vladimir Kolesnikov, Ahmad-Reza Sadeghi, and Thomas Schneider. Garbled circuits for leakage-resilience: Hardware implementation and evaluation of one-time programs. In Proceedings of the Workshop on Cryptographic Hardware and Embedded Systems 2010, CHES 2010, volume 6225 of Lecture Notes in Computer Science, pages 383–397. Springer-Verlag, 2010.
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2525Kimmo Järvinen, Vladimir Kolesnikov, Ahmad-Reza Sadeghi, and Thomas Schneider. Embedded SFE: Offloading server and network using hardware tokens. In Proceedings of the 14th International Conference on Financial Cryptography and Data Security, FC'10, volume 6052 of Lecture Notes in Computer Science, pages 207–221. Springer-Verlag, 2010.
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2524Billy Bob Brumley and Kimmo U. Järvinen. Conversion algorithms and implementations for Koblitz curve cryptography. IEEE Transactions on Computers, 59(1):81–92, January 2010.
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2523Kaisa Nyberg. ISO MANA certificates in practice. In 2nd International Workshop on Security and Privacy in Spontaneous Interaction and Mobile Phone Use, PERVASIVE 2010, 2010.
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2522Kaisa Nyberg. Linear cryptanalysis using multiple linear approximations. Early Symmetric Crypto (ESC 2010) seminar, Remich, Luxembourg, 11-15 January 2010, 2010. https://cryptolux.org/mediawiki.esc/images/5/52/Esc_nyberg.pdf.
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2521B.H. Menze, K. Van Leemput, D. Lashkari, M.A. Weber, N. Ayache, and P. Golland. A generative model for brain tumor segmentation in multi-modal images. In Lecture Notes in Computer Science, pages 151–159, 2010. Proceedings of MICCAI2010, September 20-24, 2010, Beijing, China.
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2520Kari Kähkönen, Roland Kindermann, Keijo Heljanko, and Ilkka Niemelä. Experimental comparison of concolic and random testing for Java Card applets. In SPIN, volume 6349 of Lecture Notes in Computer Science, pages 22–39, 2010.
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2519Lauri Ahlroth, André Schumacher, and Harri Haanpää. On the power of lookahead in online lot-sizing. Operations Research Letters, 38(6):522 – 526, 2010.
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2518Leo Lahti. opencomp blog. Wordpress blog, 2010. Blog.
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2517Leo Lahti, Juha E. A. Knuuttila, and Samuel Kaski. Global modeling of transcriptional responses in interaction networks. Bioinformatics, 26:2713–2720, 2010. Implementations in R and Matlab available at http://netpro.r-forge.r-project.org/.
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2516Neda Mosakhani, Mohamed Guled, Leo Lahti, Ioana Borze, Minna Forsman, Jorma Ryhänen, and Sakari Knuutila. Unique microRNA profile in Dupuytren's contracture supports deregulation of beta-catenin pathway. Modern Pathology, 23:1544–1522, 2010.
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2515Jarkko Salojarvi, Hamed Mahmoudi, Aymeric Fouquier dHerouel, and Mikael Brosché. Evaluating the Goodness of Pairwise Probability Models in Reconstructing Gene Regulatory Networks. In ISMB 2010 poster, 2010. Poster.
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2514Panu Luosto, Jyrki Kivinen, and Heikki Mannila. Gaussian clusters and noise: An approach based on the minimum description length principle. In Discovery Science 2010, pages 251–265, 2010.
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2513Theodoros Lappas, Evimaria Terzi, Dimitrios Gunopulos, and Heikki Mannila. Finding effectors in social networks. In KDD 2010, pages 1059–1068, 2010.
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2512Juha Saarinen, Emilia Oikarinen, Mikael Fortelius, and Heikki Mannila. The living and the fossilized: how well do unevenly distributed points capture the faunal information in a grid. Evolutionary Ecology Research, 12:363–376, 2010.
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2511T. Vesala, S. Launiainen, P. Kolari, J. Pumpanen, S. Sevanto, P. Hari, E. Nikinmaa, P. Kaski, Heikki Mannila, E. Ukkonen, S. Piao, and P. Ciais. Autumn temperature and carbon balance of a boreal scots pine forest in southern finland. Biogeosciences, 7:163–176, 2010.
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2510M. Ojala, G. Garriga, A. Gionis, and Heikki Mannila. Evaluating query result significance in databases via randomizations. In SDM'10: Proceedings of the 2010 SIAM International Conference on Data Mining, pages 906–917, 2010.
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2509Niina Haiminen and Heikki Mannila. Evaluation of bic and cross validation for model selection on sequence segmentations. International Jounal of Data Mining and Bioinformatics, 4(6):675–698, 2010.
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2508Marcus Dobrinkat and Jaakko J. Väyrynen. Experiments with domain adaptation methods for statistical mt: From european parliament proceedings to finnish newspaper text. In Tapio Pahikkala, Jaakko Väyrynen, Jukka Kortela, and Antti Airola, editors, Proceedings of the 14th Finnish Artificial Intelligence Conference STeP 2010, number 25 in Publications of the Finnish Artificial Intelligence Society, pages 31–38. Finnish Artificial Intelligence Society, 2010.
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2507Miia Hermelin. Multidimensional Linear Cryptanalysis. PhD thesis, Aalto University School of Science and Technology, 2010.
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2506Miia Hermelin and Kaisa Nyberg. Dependent linear approximations - the algorithm of Biryukov and others revisited. In J. Pieprzyk, editor, CT-RSA'10, volume 5985 of Lecture Notes in Computer Science, pages 318–333. Springer, 2010.
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2505Mikael Kuusela, Eric Malmi, Tommi Vatanen, Risto Orava, Timo Aaltonen, and Yoshikazu Nagai. Detection of new physics using density estimation based anomaly search. CDF/DOC/EXOTIC/CDFR/10227 (Internal note), 2010.
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2504Mikael Kuusela, Jerry W. Lämsä, Eric Malmi, Petteri Mehtälä, and Risto Orava. Multivariate techniques for identifying diffractive interactions at the LHC. International Journal of Modern Physics A, 25(8):1615–1647, 2010.
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2503Niko Vuokko. Consecutive ones property and spectral ordering. In SDM '10: Proceedings of the 10th SIAM International Conference on Data Mining, pages 350–360, 2010.
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2502Niko Vuokko and Evimaria Terzi. Reconstructing randomized graphs. In SDM '10: Proceedings of the 10th SIAM International Conference on Data Mining, pages 49–59, 2010.
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2501Niko Vuokko and Petteri Kaski. Testing the significance of patterns in data with cluster structure. In ICDM '10: Proceedings of the 10th IEEE International Conference on Data Mining, pages 1097–1102, 2010.
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2500E. Oja, A. Ilin, J. Luttinen, and Z. Yang. Linear expansions with nonlinear cost functions: modeling, representation, and partitioning. In WCCI 2010, Barcelona: Plenary and Invited Lectures, pages 115 – 134. IEEE Press, 2010.
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2499Heikki Järvinen, Petri Räisänen, Marko Laine, Johanna Tamminen, Alexander Ilin, Erkki Oja, Antti Solonen, and Heikki Haario. Estimation of ECHAM5 climate model closure parameters with adaptive MCMC. Atmospheric Chemistry and Physics Discussion, 10:11951–11973, 2010.
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2498Tapio Elomaa, Heikki Mannila, and Pekka Orponen, editors. Algorithms and Applications: Essays Dedicated to Esko Ukkonen on the Occasion of His 60th Birthday, volume 6060 of Lecture Notes in Computer Science. Springer-Verlag, Berlin Heidelberg, 2010.
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2497Prem Raj Adhikari and Jaakko Hollmén. Patterns from multiresolution 0-1 data. In UP '10: Proceedings of the ACM SIGKDD Workshop on Useful Patterns, pages 8–16, New York, NY, USA, 2010. ACM.
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2496Prem Raj Adhikari and Jaakko Hollmén. Preservation of statistically significant patterns in multiresolution 0-1 data. In Tjeerd Dijkstra, Evgeni Tsivtsivadze, Elena Marchiori, and Tom Heskes, editors, Pattern Recognition in Bioinformatics, Lecture Notes in Computer Science. Springer Berlin / Heidelberg, 2010.
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2495Prem Raj Adhikari and Jaakko Hollmén. Mixture modelling of binary data. In Statistical Mechanics of Learning and Inference, 2010. Poster.
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2494Prem Raj Adhikari. Mixture modelling of multiresolution 0-1 data. Master's thesis, Aalto University School of Science and Technology, PO Box 15400, FI-00076 Aalto, Espoo, Finland, 2010.
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2493Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Covering and packing in linear space. In Samson Ambramsky, Cyril Gavoille, Claude Kirchner, Friedhelm Meyer auf der Heide, and Paul G. Spirakis, editors, Automata, Languages and Programming, 37th International Colloquium, ICALP 2010, Bordeaux, France, July 6–10, 2010, Proceedings, Part I, number 6198 in Lecture Notes in Computer Science, pages 727–737, Berlin, 2010. Springer.
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2492Patrik Floréen, Marja Hassinen, Joel Kaasinen, Petteri Kaski, Topi Musto, and Jukka Suomela. Local approximability of max-min and min-max linear programs. Theory of Computing Systems, 2010.
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2491Charles J. Colbourn, Anthony D. Forbes, Mike J. Grannell, Terry S. Griggs, Petteri Kaski, Patric R. J. Östergård, David A. Pike, and Olli Pottonen. Properties of the Steiner triple systems of order 19. Electronic Journal of Combinatorics, 17(1):#R98, 30pp, 2010.
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2490Timo Vesala, Samuli Launiainen, Pasi Kolari, Jukka Pumpanen, Sanna Sevanto, Pertti Hari, Eero Nikinmaa, Petteri Kaski, Heikki Mannila, Esko Ukkonen, Shilong Piao, and Philippe Ciais. Autumn warming and carbon balance of a boreal Scots pine forest in Southern Finland. Biogeosciences, 7:163–176, 2010.
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2489Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Evaluation of permanents in rings and semirings. Information Processing Letters, 110:867–870, 2010.
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2488Patrik Floréen, Petteri Kaski, Valentin Polishchuk, and Jukka Suomela. Almost stable matchings by truncating the Gale–Shapley algorithm. Algorithmica, 58(1):102–118, 2010.
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2487Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Trimmed Moebius inversion and graphs of bounded degree. Theory of Computing Systems, 47:637–654, 2010.
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2486Risto M. Hakala and Kaisa Nyberg. On the nonlinearity of discrete logarithm in . In Claude Carlet and Alexander Pott, editors, Sequences and Their Applications – SETA 2010, 6th International Conference, Paris, France, September 13-17, 2010, Proceedings, volume 6338 of Lecture Notes in Computer Science, pages 333–345. Springer, 2010.
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2485Zahra Ahmadian, Javad Mohajeri, Mahmoud Salmasizadeh, Risto M. Hakala, and Kaisa Nyberg. A practical distinguisher for the Shannon cipher. Journal of Systems and Software, 83(4):543–547, 2010.
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2484Reima Karhila. Cross-lingual acoustic model adaptation for speaker-independent speech recognition. Master's thesis, Aalto University, 2010.
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2483Erkki Oja and Zhirong Yang. Orthogonal nonnegative learning for sparse feature extraction and approximate combinatorial optimization. Frontiers of Electrical and Electronic Engineering in China, 5(3):261–273, 2010.
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2482Zhirong Yang and Erkki Oja. Linear and nonlinear projective nonnegative matrix factorization. IEEE Transactions on Neural Networks, 21(5):734–749, 2010.
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2481Y. Deville, C. Jutten, and R. Vigário. Handbook of blind source separation: Independent component analysis and applications. In Overview of source separation applications, pages 639–681. Academic Press, 2010.
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2480C. M. Krause, A. Alafuzoff, M. Laine, and R. Vigário. The critical nature of between- and within-subject variation in event-related brain oscillatory EEG responses. Journal of Psychophysiology, 77:305–305, 2010.
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2479M. Almeida, J. Bioucas-Dias, and R. Vigário. Independent phase analysis: separating phase-locked subspaces. In Proc. 9th Int. Conf. on Latent Variable Analysis and Source Separation (LVA/ICA'2010), pages 427–434, St. Malo, France, 2010.
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2478J. Rajasekharan, U. Scharfenberger, and R. Vigário. Image approach towards document mining in neuroscientific publications. In Proc. 9th Int. Symposium in Advances in Intelligent Data Analysis (IDA'2010), pages 147–158, Tucson, Arizona, 2010.
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2477Antti Ajanki, Mark Billinghurst, Melih Kandemir, Samuel Kaski, Markus Koskela, Mikko Kurimo, Jorma Laaksonen, Kai Puolamäki, and Timo Tossavainen. Ubiquitous contextual information access with proactive retrieval and augmentation. In The Fourth International Workshop on Ubiquitous Virtual Reality (IWUVR2010), 2010.
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2476Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex P. Leung, Kitsuchart Pasupa, and John Shawe-Taylor. Pinview: Implicit feedback in content-based image retrieval. In Tom Diethe, Nello Cristianini, and John Shawe-Taylor, editors, Proceedings of Workshop on Applications of Pattern Analysis, volume 11 of JMLR Workshop and Conference Proceedings, pages 51–57, 2010.
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2475José Caldas and Samuel Kaski. Hierarchical generative biclustering for microRNA expression analysis. In Bonnie Berger, editor, Research in Computational Molecular Biology, Proceedings of 14th Annual International Conference RECOMB 2010, Lisbon, Portugal, April 25-28, pages 65–79, Berlin, 2010. Springer.
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2474Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Orešic, and Samuel Kaski. Multivariate multi-way analysis of multi-source data. Bioinformatics, 26:i391–i398, 2010. (ISMB 2010).
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2473Ilkka Huopaniemi, Tommi Suvitaival, Matej Orešic, and Samuel Kaski. Graphical multi-way models. In José Balcázar, Francesco Bonchi, Aristides Gionis, and Michèle Sebag, editors, Machine Learning and Knowledge Discovery in Databases. Proceedings of European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, volume I, pages 538–553, Berlin, 2010. Springer.
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2472Melih Kandemir, Veli-Matti Saarinen, and Samuel Kaski. Inferring object relevance from gaze in dynamic scenes. In Proceedings of ETRA 2010, ACM Symposium on Eye Tracking Research & Applications, Austin, TX, USA, March 22-24, pages 105–108, New York, NY, 2010. ACM.
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2471Samuel Kaski. Self-organizing maps. In Claude Sammut and Geoffrey I. Webb, editors, Encyclopedia of Machine Learning, pages 886–888. Springer, Berlin, 2010.
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2470Samuel Kaski. Three paths to relevance. In Akitoshi Hanazawa, Tsutom Miki, and Keiichi Horio, editors, Brain-Inspired Information Technology, pages 11–13. Springer, Berlin Heidelberg, 2010.
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2469Samuel Kaski, David J. Miller, Erkki Oja, and Antti Honkela, editors. Proceedings of the 2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010). IEEE, Piscataway, NJ, 2010.
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2468Arto Klami. Inferring task-relevant image regions from gaze data. In Samuel Kaski, David J. Miller, Erkki Oja, and Antti Honkela, editors, Proceedings of IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pages 101–106. IEEE, 2010.
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2467Arto Klami, Seppo Virtanen, and Samuel Kaski. Bayesian exponential family projections for coupled data sources. In Peter Grunwald and Peter Spirtes, editors, Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (2010), pages 286–293, Corvallis, Oregon, 2010. AUAI Press.
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2466Leo Lahti, Juha E. A. Knuuttila, and Samuel Kaski. Global modeling of transcriptional responses in interaction networks. Bioinformatics, 26:2713–2720, 2010. Implementations in R and Matlab available at http://netpro.r-forge.r-project.org/.
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2465Juuso Parkkinen and Samuel Kaski. Searching for functional gene modules with interaction component models. BMC Systems Biology, 4:4, 2010.
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2464Juuso Parkkinen, Kristian Nybo, Jaakko Peltonen, and Samuel Kaski. Graph visualization with latent variable models. In Proceedings of MLG-2010, the Eighth Workshop on Mining and Learning with Graphs, pages 94–101, New York, NY, USA, 2010. ACM. DOI: http://doi.acm.org/10.1145/1830252.1830265.
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2463Jaakko Peltonen, Yusuf Yaslan, and Samuel Kaski. Relevant subtask learning by constrained mixture models. Intelligent Data Analysis, 14:641–662, 2010.
Info
See dx.doi.org ...
2462Jaakko Peltonen, Helena Aidos, Nils Gehlenborg, Alvis Brazma, and Samuel Kaski. An information retrieval perspective on visualization of gene expression data with ontological annotation. In Proceedings of ICASSP 2010, IEEE International Conference on Acoustics, Speech and Signal Processing, pages 2178–2181, Piscataway, NJ, 2010. IEEE.
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2461Simon Rogers, Arto Klami, Janne Sinkkonen, Mark Girolami, and Samuel Kaski. Infinite factorization of multiple non-parametric views. Machine Learning, 79(1-2):201–226, 2010.
Info
See dx.doi.org ...
2460Abhishek Tripathi, Arto Klami, and Sami Virpioja. Bilingual sentence matching using kernel CCA. In Samuel Kaski, David J. Miller, Erkki Oja, and Antti Honkela, editors, Proceedings of IEEE International Workshop on Machine Learning for Signal Processing (MLSP), pages 130–135. IEEE, 2010.
Info
2459Jarkko Venna, Jaakko Peltonen, Kristian Nybo, Helena Aidos, and Samuel Kaski. Information retrieval perspective to nonlinear dimensionality reduction for data visualization. Journal of Machine Learning Research, 11:451–490, 2010.
Info
See jmlr.csail.mit.edu ...
2458Jaakko Viinikanoja, Arto Klami, and Samuel Kaski. Variational Bayesian mixture of robust CCA models. In Aristides Gionis José Luis Balcázar, Francesco Bonchi and Michèle Sebag, editors, Machine Learning and Knowledge Discovery in Databases. Proceedings of European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, volume III, pages 370–385, Berlin, 2010. Springer. Implementation in Matlab available at http://research.ics.tkk.fi/mi/software/vbcca/.
Info
See www.springerlink.com ...
2457Harri Haanpää, André Schumacher, and Pekka Orponen. Distributed algorithms for lifetime maximization in sensor networks via min-max spanning subgraphs. Wireless Networks, 16:875–887, 2010.
PDF (249 kB)
Info
See www.springerlink.com ...
2456André Schumacher. Distributed Optimization Algorithms for Multihop Wireless Networks. PhD thesis, Aalto University School of Science and Technology, 2010.
Info
See lib.tkk.fi ...
2455Jaakko Talonen, Miki Sirola, and Eimontas Augilius. Modelling power output at nuclear power plant by neural networks. In Konstantinos Diamantaras, Wlodek Duch, and Lazaros S. Iliadis, editors, Artificial Neural Networks – ICANN 2010, volume 6352 of Lecture Notes in Computer Science, pages 46–49. Springer, 2010.
Info
2454Timo Honkela. Tietokone tallentajasta tulkitsijaksi: Representaatio tietojenkäsittelytieteessä, pages 305–330. Gaudeamus Helsinki University Press, Helsinki, 2010.
Info
2453Timo Honkela, Aapo Hyvärinen, and Jaakko Väyrynen. WordICA - Emergence of linguistic representations for words by independent component analysis. Natural Language Engineering, 16(3):277–308, 2010.
Info
2452Timo Honkela. Directions for e-science and science 2.0 in human and social sciences. In Proceedings of MASHS 2010, Computational Methods for Modeling and Learning in Social and Human Sciences, pages 119–134. Multiprint, 2010.
Info
2451Timo Honkela, Tiina Lindh-Knuutila, and Krista Lagus. Measuring Adjective Spaces. Proceedings of ICANN 2010, Artificial Neural Networks, pages 351–355, 2010.
Info
2450Jorge Letosa and Timo Honkela. Elementary Logical Reasoning in the SOM Output Space. In Proceedings of ICANN 2010, Artificial Neural Networks, pages 432–437. Springer, 2010.
Info
2449Tommi Junttila and Petteri Kaski. Exact cover via satisfiability: an empirical study. In David Cohen, editor, Proceedings of 16th International Conference on Principles and Practice of Constraint Programming (CP 2010, St. Andrews, Scotland, September 6-10), number 6308 in Lecture Notes in Computer Science, pages 297–304. Springer, 2010.
Info
2448Tero Laitinen, Tommi A. Junttila, and Ilkka Niemelä. Extending clause learning DPLL with parity reasoning. In Helder Coelho, Rudi Studer, and Michael Wooldridge, editors, ECAI 2010 - 19th European Conference on Artificial Intelligence, Lisbon, Portugal, August 16-20, 2010, Proceedings, volume 215 of Frontiers in Artificial Intelligence and Applications, pages 21–26. IOS Press, 2010.
Info
See www.booksonline.iospress.nl ...
2447Maija Nevala. Discovering functional gene-microRNA modules with probabilistic methods. Master's thesis, Aalto University School of Science and Technology, Department of Information and Computer Science, 2010.
Info
2446Mikael Kuusela, Eric Malmi, Risto Orava, and Tommi Vatanen. Soft classification of diffractive interactions at the LHC. In Proceedings of Diffraction 2010. American Institute of Physics, 2010.
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2445Tommi Vatanen, Jaakko J. Väyrynen, and Sami Virpioja. Language identification of short text segments with n-gram models. In Proceedings of the Seventh conference on International Language Resources and Evaluation (LREC'10), pages 3423–3430. European Language Resources Association (ELRA), 2010.
PDF (163 kB)
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2444Veli Peltola and Antti Honkela. Variational inference and learning for non-linear state-space models with state-dependent observation noise. In Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2010), pages 190–195, Kittilä, Finland, 2010.
Info
See dx.doi.org ...
2443Yoan Miche, Antti Sorjamaa, Patrick Bas, Olli Simula, Christian Jutten, and Amaury Lendasse. OP-ELM: Optimally-pruned extreme learning machine. IEEE Transactions on Neural Networks, 21(1):158–162, January 2010.
Info

2009

2442Francesco Corona, Elia Liitiäinen, Amaury Lendasse, Lorenzo Sassu, Stefano Melis, and Roberto Baratti. A SOM-based approach to estimating product properties from spectroscopic measurements. Neurocomputing, 73(1–3):71–79, December 2009.
Info
2441Luis Gabriel De Alba Rivera. Modeling and profiling people's way of living: A data mining approach to a health survey. Master's thesis, Helsinki University of Technology, December 2009.
Info
2440Jaakko Luttinen. Gaussian-process factor analysis for modeling spatio-temporal data. Master's thesis, Helsinki University of Technology, December 2009.
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2439Kimmo Järvinen, Vladimir Kolesnikov, Ahmad-Reza Sadeghi, and Thomas Schneider. Embedded SFE: Offloading server and network using hardware tokens. Report 2009/591, Cryptology ePrint Archive, December 2009. Extended version of the paper appearing in FC'10.
Info
See eprint.iacr.org ...
2438Kari Kähkönen. Automated test generation for software components. Technical Report TKK-ICS-R26, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, December 2009.
Info
2437Markus Ojala and Gemma Garriga. Permutation tests for studying classifier performance. In Proceedings of the 9th IEEE International Conference on Data Mining (ICDM '09), pages 908–913, December 2009.
Info
See www.cis.hut.fi ...
2436Oskar Kohonen, Sami Virpioja, and Krista Lagus. A constructionist approach to grammar inference. In NIPS Workshop on Grammar Induction, Representation of Language and Language Learning, Whistler, Canada, December 2009. Extended abstract.
PDF (101 kB)
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2435Oskar Kohonen, Sami Virpioja, and Krista Lagus. A constructionist approach to grammar inference. In NIPS Workshop on Grammar Induction, Representation of Language and Language Learning, Whistler, Canada, December 2009. Extended abstract.
Info
See www.cs.ucl.ac.uk ...
2434Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Partitioning search spaces of a randomized search. Technical Report TKK-ICS-R22, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, November 2009.
Info
2433Antti Sorjamaa, Paul Merlin, Bertrand Maillet, and Amaury Lendasse. A non-linear approach for completing missing values in temporal databases. European Journal of Economic and Social Systems, 22(1):99–117, November 2009.
Info
2432Mats Sjöberg, Ville Viitaniemi, Markus Koskela, and Jorma Laaksonen. PicSOM experiments in TRECVID 2009. In Proceedings of the TRECVID 2009 Workshop, Gaithersburg, MD, USA, November 2009. Available online at http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html.
Info
2431Markus Ojala, Niko Vuokko, Aleksi Kallio, Niina Haiminen, and Heikki Mannila. Randomization methods for assessing data analysis results on real-valued matrices. Statistical Analysis and Data Mining, 2(4):209–230, November 2009.
Info
See dx.doi.org ...
2430Emil Eirola. Variable selection with the delta test in theory and practice. Master's thesis, Helsinki University of Technology, November 2009.
Info
2429Mika Göös and Pekka Orponen. Synthesizing minimal tile sets for patterned DNA self-assembly. Technical Report cs.DS/0911.2924, arXiv.org, November 2009.
Info
See arxiv.org ...
2428Sami Hanhijärvi, Kai Puolamäki, and Gemma C. Garriga. Multiple hypothesis testing in pattern discovery. Technical Report TKK-ICS-R21, Helsinki University of Technology, Department of Information and Computer Science, November 2009.
Info
2427Elia Liitiäinen, Michel Verleysen, Francesco Corona, and Amaury Lendasse. Residual variance estimation in machine learning. Neurocomputing, 72(16–18):3692–3703, October 2009.
Info
2426Tanja Kotro and Mari-Sanna Paukkeri. Micro democracy - enhancing openness in innovation in an organizational context. In Proceedings of OPEN 2009, Helsinki, Finland, October 2009.
Info
2425Pekka Nöjd, Mikko Korpela, Jaakko Hollmén, H. Mäkinen, Mika Sulkava, and P. Hari. Effects of daily temperature and photosynthetic production on growth variation of Scots pine in northern Finland. In Eurodendro 2009 – European Workshop in Dendrochronology: Developments, Advances, Challenges, page 85, Cala Millor, Spain, October 2009. Swansea University, Manchester Metropolitan University.
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2424Tapani Raiko and Matti Tornio. Variational bayesian learning of nonlinear hidden state-space models for model predictive control. Neurocomputing, 72:3704–3712, October 2009.
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2423Tommi Suvitaival. Bayesian two-way analysis of high-dimensional collinear metabolomics data. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, October 2009.
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2422Jarkko Ylipaavalniemi, Eerika Savia, Sanna Malinen, Riitta Hari, Ricardo Vigário, and Samuel Kaski. Dependencies between stimuli and spatially independent fMRI sources: Towards brain correlates of natural stimuli. NeuroImage, 48(1):176–185, October 2009.
Info
See dx.doi.org ...
2421Laszlo Kozma, Alexander Ilin, and Tapani Raiko. Binary principal component analysis in the Netflix collaborative filtering task. In Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, Grenoble, France, September 2009.
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2420Alberto Guillén, Antti Sorjamaa, Gines Rubio, Amaury Lendasse, and Ignacio Rojas. Mutual information based initialization of forward-backward search for feature selection in regression problems. In C. Alippi, M.M. Polycarpou, C. Panayiotou, and G. Ellinas, editors, LNCS - Artificial Neural Networks - ICANN 2009 Part I, volume 5768 of Lecture Notes in Computer Science, pages 1–9. ICANN, Springer Berlin / Heidelberg, September 2009.
Info
See www.springerlink.com ...
2419Elia Liitiäinen, Amaury Lendasse, and Francesco Corona. On the statistical estimation of rényi entropies. In Proceedings of IEEE/MLSP 2009 International Workshop on Machine Learning for Signal Processing, Grenoble (France), September 2-4 2009.
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2418Eric Malmi, Juha Raitio, and Timo Honkela. Modeling practice diffusion with an agent-based social simulation framework. In Proceedings of the 6th European Social Simulation Association Conference, ESSA 2009, page 53, Guildford, U.K., September 2009. Extended abstract.
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2417Jouni Pohjalainen, Heikki Kallasjoki, Paavo Alku, Kalle Palomäki, and Mikko Kurimo. Weighted linear prediction for speech analysis in noisy conditions. In Proceedings of the 10th Annual Conference of the International Speech Communication Association, INTERSPEECH 2009, pages 1315–1318, Brighton, UK, September 6-10 2009. ISCA.
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2416Ilari T. Nieminen. Combining tag recommendations based on user history. In Folke Eisterlehner, Andreas Hotho, and Robert Jäschke, editors, ECML PKDD Discovery Challenge 2009 (DC09), volume 497 of CEUR-WS.org, pages 229–234, September 2009.
Info
See ceur-ws.org ...
2415Juuso Parkkinen. Generative probabilistic models of biological and social network data. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, September 2009.
Info
See www.cis.hut.fi ...
2414Joni Pajarinen, Jaakko Peltonen, Mikko A. Uusitalo, and Ari Hottinen. Latent state models of primary user behavior for opportunistic spectrum access. In Proceedings of IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Tokyo, Japan, September 2009.
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See dx.doi.org ...
2413M.K. Mannerkoski, H.J. Heiskala, K. Van Leemput, L.E. Åberg, R. Raininko, J. Hämäläinen, and T.H. Autti. Children and adolescents with learning and intellectual disabilities and familial need for full-time special-education show regional brain alterations: A voxel-based morphometry study. Pediatric Research, 66(3):306–311, September 2009.
Info
See www.ncbi.nlm.nih.gov ...
2412Mari-Sanna Paukkeri and Tanja Kotro. Framework for analyzing and clustering short message database of ideas. In Proceedings of the 9th International Conference on Knowledge Management and Knowledge Technologies (I-KNOW'09), pages 239–247, Graz, Austria, September 2009.
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2411C. Peters, G.M. Di Nunzio, Mikko Kurimo, Thomas Mandl, D. Mostefa, A. Penas, and G. Roda (Eds.). Evaluating Systems for Multilingual and Multimodal Information Access 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers. Lecture Notes in Computer Science, Information Systems and Applications, incl. Internet/Web, and HCI, Vol. 5706. Springer, Berlin, September 2009.
Info
See www.springer.com ...
2410Kalle J. Palomäki, Ulpu Remes, and Mikko Kurimo (Eds.). Studies on noise robust automatic speech recognition. Technical Report TKK-ICS-R19, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, September 2009.
Info
2409Junichi Yamagishi, Bela Usabaev, Simon King, Oliver Watts, John Dines, Jilei Tian, Rile Hu, Yong Guan, Keiichiro Oura, Keiichi Tokuda, Reima Karhila, and Mikko Kurimo. Thousands of voices for HMM-based speech synthesis. In Proceedings of the 10th Annual Conference of the International Speech Communication Association, INTERSPEECH 2009. ISCA, September 2009.
Info
See www.interspeech2009.org ...
2408Junichi Yamagishi, Bela Usabaev, Simon King, Oliver Watts, John Dines, Jilei Tian, Rile Hu, Yong Guan, Keiichiro Oura, Keiichi Tokuda, Reima Karhila, and Mikko Kurimo. Thousands of voices for hmm-based speech synthesis. In Proceedings of the 10th Annual Conference of the International Speech Communication Association, INTERSPEECH. ISCA, September 2009.
Info
2407Sami Virpioja and Oskar Kohonen. Unsupervised morpheme analysis with Allomorfessor. In Working Notes for the CLEF 2009 Workshop, Corfu, Greece, September 2009.
Info
See www.clef-campaign.org ...
2406Tomi Janhunen, Ilkka Niemelä, and Mark Sevalnev. Computing stable models via reductions to difference logic. In Esra Erdem, Fangzhen Lin, and Torsten Schaub, editors, Proceedings of the 10th International Conference on Logic Programming and Nonmonotonic Reasoning, volume 5753 of Lecture Notes in Computer Science, pages 142–154, Potsdam, Germany, September 2009. Springer-Verlag.
Info
See dx.doi.org ...
2405Francesco Corona, Michela Mulas, Roberto Baratti, and Jose Romagnoli. On the topological analysis of industrial process data using the SOM. In Claudio Oller do Nascimento Rita de Brito Alves and Evaristo Biscaia, editors, Computer Aided Chemical Engineering: Proceedings of PSE 2009 International Symposium on Process Systems Engineering, Salvador Bahia (Brazil), volume 27 of Computer Aided Chemical Engineering, pages 1173–1178. Elsevier, August 16-20 2009.
Info
See dx.doi.org ...
2404Francesco Corona, Elia Liitiäinen, Amaury Lendasse, Roberto Baratti, and Lorenzo Sassu. Delaunay tessellation and topological regression: An application to estimating product properties. In Evaristo Biscaia Rita de Brito Alves, Claudio Oller do Nascimento, editor, Computer Aided Chemical Engineering: Proceedings of PSE 2009 International Symposium on Process Systems Engineering, Salvador Bahia (Brazil), volume 27 of Computer Aided Chemical Engineering, pages 1179–1184. Elsevier, August 16-20 2009.
Info
See dx.doi.org ...
2403Janne Toivola and Jaakko Hollmén. Feature extraction and selection from vibration measurements for structural health monitoring. In Niall M. Adams, Céline Robardet, Arno Siebes, and Jean-François Boulicaut, editors, Advances in Intelligent Data Analysis VIII, volume 5772 of LNCS, pages 213–224, Berlin / Heidelberg, August 2009. Springer.
Info
See dx.doi.org ...
2402B. Fischl, A.A. Stevens, N. Rajendran, B.T.T. Yeo, D.N. Greve, K. Van Leemput, J. Polimeni, S. Kakunoori, R.L. Buckner, J.L. Pacheco, D.H. Salat, J. Melcher, M.P. Frosch, B.T. Hyman, B.R. Rosen P.E. Grant, A.J.W. van der Kouwe, G.C. Wiggins, L.L.Wald, and J.C. Augustinack. Predicting the location of entorhinal cortex from mri. NeuroImage, 47(1):8–17, August 2009.
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2401Krista Lagus, Mathias Creutz, Sami Virpioja, and Oskar Kohonen. Morpheme segmentation by optimizing two-part MDL codes. In 2009 Workshop on Information Theoretic Methods in Science and Engineering (WITMSE), Tampere, Finland, August 2009. Extended abstract.
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2400Krista Lagus, Mathias Creutz, Sami Virpioja, and Oskar Kohonen. Morpheme segmentation by optimizing two-part MDL codes. In 2009 Workshop on Information Theoretic Methods in Science and Engineering (WITMSE), Tampere, Finland, August 2009. Extended abstract.
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2399Tomi Janhunen, Emilia Oikarinen, Hans Tompits, and Stefan Woltran. Modularity aspects of disjunctive stable models. Journal of Artificial Intelligence Research, 35:813–857, August 2009.
Info
See dx.doi.org ...
2398Ulpu Remes, Kalle J. Palomäki, and Mikko Kurimo. Robust automatic speech recognition using acoustic model adaptation prior to missing feature reconstruction. In Proc. EUSIPCO, Glasgow, Scotland, UK, August 24–28 2009.
Info
2397Francesco Corona, Michela Mulas, Roberto Baratti, and Jose Romagnoli. Data derived analysis and inference for an industrial deethanizer. In Proceedings of IFAC/ADCHEM 2009 International Symposium on Advanced Control of Chemical Processes, Istanbul (Turkey), pages 717–723, July 12-15 2009.
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2396Ville Viitaniemi and Jorma Laaksonen. Spatial extensions to bag of visual words. In Proceedings of ACM International Conference on Image and Video Retrieval (CIVR 2009), Fira, Greece, July 2009.
Info
2395Juuso Parkkinen, Janne Sinkkonen, Adam Gyenge, and Samuel Kaski. A block model suitable for sparse graphs. In Proceedings of the 7th International Workshop on Mining and Learning with Graphs (MLG 2009), Leuven, Belgium, July 2-4 2009. Extended Abstract.
PDF (215 kB)
Info
See www.cs.kuleuven.be ...
2394Jaakko Talonen and Miki Sirola. Abnormal Process State Detection by Cluster Center Point Monitoringin BWR Nuclear Power Plant. In Proceedings of the 2009 International Conference on Data Mining (DMIN), volume I, II, July 2009.
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2393Alexander Ilin and Alexey Kaplan. Bayesian PCA for reconstruction of historical sea surface temperatures. In Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2009), pages 1322–1327, Atlanta, USA, June 2009.
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2392Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, Eric Séverin, and Amaury Lendasse. Sparse linear combination of SOMs for data imputation: Application to financial database. In Risto Principe, J.C.; Miikkulainen, editor, Lecture Notes in Computer Science: Advances in Self-Organizing Maps - Proceedings of WSOM 2009 International Workshop on Self-Organizing Maps, Saint Augustine (Florida), volume 5629/2009 of Lecture Notes in Computer Science, pages 290–297. Springer Berlin / Heidelberg, June 8-10 2009.
Info
See dx.doi.org ...
2391Alberto Guillén, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, and Ignacio Rojas. Efficient parallel feature selection for steganography problems. In J. Cabestany, F. Sandoval A. Prieto, and J.M. Corchado, editors, LNCS - Bio-Inspired Systems: Computational and Ambient Intelligence IWANN 2009, Part I, volume 5517/2009 of Lecture Notes in Computer Science, page 1224 1231. IWANN, Springer Berlin / Heidelberg, June 2009.
Info
See www.springerlink.com ...
2390Souhaib Ben Taieb, Gianluca Bontempi, Antti Sorjamaa, and Amaury Lendasse. Long-term prediction of time series by combining direct and MIMO strategies. In International Joint Conference on Neural Networks, Atlanta, Georgia, USA, June 2009.
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2389Antti Sorjamaa, Francesco Corona, Yoan Miche, Paul Merlin, Bertrand Maillet, and Amaury Lendasse. Linear combination of SOMs for data imputation: Application to financial problems. In Proceedings of MASHS 2009, Modèles et Apprentissage en Sciences Humaines et Sociale, Lille (France). MASHS, June 8-9 2009.
Info
2388Fernando Mateo, Dusan Sovilj, Rafael Gadea, and Amaury Lendasse. RCGA-S/RCGA-SP methods to minimize the delta test for regression tasks. In IWANN 2009, volume 5517 of Lecture Notes in Computer Science, pages 359–366, Salamanca, Spain, June 10-12 2009. Springer.
Info
See research.ics.tkk.fi ...
2387Heikki Kallasjoki, Kalle Palomäki, Carlo Magi, Paavo Alku, and Mikko Kurimo. Noise robust lvcsr feature extraction based on stabilized weighted linear prediction. In Proceedings of the 13th International Conference Speech and Computer, SPECOM 2009, pages 221–225, St. Petersburg, Russia, June 21-25 2009.
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2386K. Van Leemput. Encoding probabilistic brain atlases using Bayesian inference. IEEE Transactions on Medical Imaging, 28(6):822–837, June 2009.
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2385Mikko Kurimo, Teemu Hirsimäki, Ville Turunen, Sami Virpioja, and Niklas Raatikainen. Unsupervised decomposition of words for speech recognition and retrieval. In Proceedings of the 13th International Conference Speech and Computer, SPECOM 2009, pages 23–28, St. Petersburg, Russia, June 21-25 2009.
Info
See www.specom.nw.ru ...
2384Mikael Kuusela, Tapani Raiko, Antti Honkela, and Juha Karhunen. A gradient-based algorithm competitive with variational Bayesian EM for mixture of Gaussians. In Proceedings of the International Joint Conference on Neural Networks, IJCNN 2009, pages 1688–1695, Atlanta, Georgia, June 2009.
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2383Qi Yu, Amaury Lendasse, and Eric Séverin. Ensemble KNNs for bankruptcy prediction. In CEF 09, 15th International Conference: Computing in Economics and Finance, Sydney (Australia), June 15-17 2009.
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2382Mika Sulkava. Environmental informatics and data mining in analysis of data. In Novel Data Mining Strategies for Exploring Biogeochemical Cycles and Biosphere-Atmosphere Interactions – Workshop, pages 19–20, Jena, Germany, June 2009. Max Planck Institute for Biogeochemistry.
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2381Adrià de Gispert, Sami Virpioja, Mikko Kurimo, and William Byrne. Minimum bayes risk combination of translation hypotheses from alternative morphological decompositions. In Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers, pages 73–76, Boulder, USA, June 2009. Association for Computational Linguistics.
Info
See www.aclweb.org ...
2380Francesco Corona, Michela Mulas, Roberto Baratti, and Jose Romagnoli. Data analysis and inference for an industrial deethanizer. In Sandro Pierucci, editor, Chemical Engineering Transactions: Proceedings of ICHEAP9 International Conference on Chemical and Process Engineering, Rome (Italy), volume 17 of Chemical Engineering Transactions, pages 1197–1202. AIDIC, May 10-13 2009.
Info
See dx.doi.org ...
2379Klaus Venesmaa. Influence of standards IEEE-754 and IEEE-854 and floating point's precision to data mining and machine learning methods. Master's thesis, Helsinki University of Technology, May 2009.
Info
2378Krista Lagus, Oskar Kohonen, and Sami Virpioja. Towards unsupervised learning of constructions from text. In Magnus Sahlgren and Ola Knutsson, editors, Proceedings of the Workshop on Extracting and Using Constructions in NLP of 17th Nordic Conference on Computational Linguistics, NODALIDA, May 2009. SICS Technical Report T2009:10.
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See www.sics.se ...
2377Mikko Kurimo, Sami Virpioja, Ville Turunen, and Teemu Hirsimäki. Morpho Challenge - evaluation of algorithms for unsupervised learning of morphology in various tasks and languages. In Proceedings of the 2009 Annual Conference of the North american Chapter of the association for Computational Linguistics, NAACL 2009, Boulder, CO, May 31 - June 5 2009.
Info
See www.aclweb.org ...
2376Teemu Hirsimäki and Mikko Kurimo. Analysing recognition errors in unlimited-vocabulary speech recognition. In Proceedings of the 2009 Annual Conference of the North american Chapter of the association for Computational Linguistics, NAACL 2009, Boulder, CO, May 31 - June 5 2009.
Info
See www.aclweb.org ...
2375Teemu Hirsimäki, Janne Pylkkönen, and Mikko Kurimo. Importance of high-order n-gram models in morph-based speech recognition. IEEE Transactions on Audio, Speech and Language Processing, 17(4):724–732, May 2009.
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2374Tanja Kotro, Tiina Lindh-Knuutila, and Elina Hiltunen. How to analyze various consumer data in the future?. In Marileena Koskela and Markus Vinnari, editors, Future of the consumer society: Proceedings of the conference "Future of the Consumer Sciety, number 7 in FFRC eBook, pages 135–143. Finland Future Research Centre, May 2009.
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2373Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, and Olli Simula. A feature selection methodology for steganalysis. Traitement du Signal, 26(1):13–30, May 2009. http://apps.isiknowledge.com/full_record.do?product=WOS&search_mode=GeneralSearch&qid=1&SID=Q2CCC8GdiNg2eaCEBEH&page=1&doc=2.
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2372Paul Merlin, Antti Sorjamaa, Bertrand Maillet, and Amaury Lendasse. X-SOM and l-SOM: a nested approach for missing value imputation. In Michel Verleysen, editor, ESANN2009 proceedings, European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning, ESANN Proceedings, pages 83–88, Brugge, Belgium, April 2009. ESANN, d-side publications.
Info
See www.dice.ucl.ac.be ...
2371Federico Montesino Pouzols. Mining and Control of Network Traffic by Computational Intelligence. Doctoral dissertation, University of Seville, Seville, Spain, April 2009.
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2370Kim Björkman, Juho Frits, Janne Valkonen, Jussi Lahtinen, Keijo Heljanko, Ilkka Niemelä, and Jari J. Hämäläinen. Verification of safety logic designs by model checking. In Proceedings of the Sixth American Nuclear Society International Topical Meeting on Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies NPIC&HMIT 2009, Knoxville, Tennessee, April 2009.
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2369Jori Dubrovin. Checking bounded reachability in asynchronous systems by symbolic event tracing. Technical Report TKK-ICS-R14, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, April 2009.
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2368Kim Björkman, Juho Frits, Janne Valkonen, , Keijo Heljanko, Ilkka Niemelä, and Jari J. Hämäläinen. Verification of safety logic designs by model checking. In Proceedings of the Sixth American Nuclear Society International Topical Meeting on Nuclear Plant Instrumentation, Control, and Human-Machine Interface Technologies NPIC&HMIT 2009, Knoxville, Tennessee, April 2009.
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2367Jaakko Luttinen, Alexander Ilin, and Tapani Raiko. Transformations for variational factor analysis to speed up learning. In Proceedings of the 14th European Symposium on Artificial Neural Networks (ESANN 2009), pages 77–82, Bruges, Belgium, April 2009.
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2366M. Sirola, J. Talonen, and G. Lampi. SOM based methods in early fault detection of nuclear industry. In Proceedings of the 17th European Symposium On Artificial Neural Networks ESANN'09, April 2009.
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2365Matti Pöllä. A generative model for self/non-self discrimination in strings. In Proceedings of ICANNGA'09: International Conference on Adaptive and Natural Computing Algorithms, Lecture Notes in Computer Science. Springer-Verlag, April 2009. to appear.
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2364E. Canfora, D. Papale, S. Luyssaert, and Mika Sulkava. Does the European eddy flux tower network represent the climatic and ecophysiological diversity of europe?. In Arne Richter, editor, European Geosciences Union General Assembly 2009, volume 11 of Geophysical Research Abstracts, Vienna, Austria, April 2009. European Geosciences Union, Copernicus Publications. EGU2009-9154-3.
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2363Tiina Lindh-Knuutila, Juha Raitio, and Timo Honkela. Combining self-organized and Bayesian models of concept formation. In Julien Mayor, Nicolas Ruh, and Kim Plunkett, editors, Connectionist Models of Behaviour and Cognition II Proceedings of the Eleventh Neural Computation and Psychology Workshop, number 18 in Progress in Neural Processing, pages 193–204. World Scientific, April 2009.
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2362Yoan Miche and Amaury Lendasse. A faster model selection criterion for OP-ELM and OP-KNN: Hannan-quinn criterion. In Michel Verleysen, editor, ESANN'09: European Symposium on Artificial Neural Networks, pages 177–182. d-side publications, April 22-24 2009.
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2361Michaela Wrage, Salla Ruosaari, Paul P. Eijk, Jussuf T. Kaifi, Jaakko Hollmén, Emre F. Yekebas, Jacob R. Izbicki, Ruud H. Brakenhoff, Thomas Streichert, Sabine Riethdorf, Bauke Ylstra, Klaus Pantel, and Harriet Wikman. Genomic profiles associated with early micrometastatis in lung cancer: Relevance of 4q deletion. Clinical Cancer Research, 15(5):1566–1574, March 2009.
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2360Jaakko Luttinen, Alexander Ilin, and Juha Karhunen. Bayesian robust PCA for incomplete data. In Proceedings of the 8th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2009), pages 66–73, Paraty, Brazil, March 2009.
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2359Mathias Creutz, Sami Virpioja, and Anna Kovaleva. Web augmentation of language models for continuous speech recognition of SMS text messages. In Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009), pages 157–165, Athens, Greece, March 2009. Association for Computational Linguistics.
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2358Jarkko Ylipaavalniemi and Jyri Soppela. Arabica: Robust ICA in a Pipeline. In 8th International Conference on Independent Component Analysis and Signal Separation (ICA 2009), pages 379–386, Paraty, Brazil, March 2009.
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2357Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, and Olli Simula. Reliable steganalysis using a minimum set of samples and features. EURASIP Journal on Information Security, 2009(1):1–13 (Article ID 901381), March 2009. http://www.hindawi.com/journals/is/2009/901381.html.
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2356Rolf Drechsler, Tommi Junttila, and Ilkka Niemelä. Non-clausal SAT and ATPG. In Armin Biere, Marijn J. H. Heule, Hans van Maaren, and Toby Walsh, editors, Handbook of Satisfiability, volume 185 of Frontiers in Artificial Intelligence and Applications, chapter 21, pages 655–693. IOS Press, February 2009.
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2355Tapani Raiko. Sudoku ihmisen ja koneen ratkaisemana. Arpakannus, magazine of the Finnish Artificial Intelligence Society, 1, February 2009.
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2354Rolf Drechsler, Tommi Junttila, and Ilkka Niemelä. Non-clausal SAT and ATPG. In Armin Biere, Marijn Heule, Hans van Maaren, and Toby Walsh, editors, Handbook of Satisfiability, volume 185 of Frontiers in Artificial Intelligence and Applications, chapter 21, pages 655–693. IOS Press, February 2009.
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2353Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Incorporating clause learning in grid-based randomized SAT solving. Journal on Satisfiability, Boolean Modeling and Computation, 6:223–244, 2009.
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2352Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Partitioning search spaces of a randomized search. In AI*IA 2009, volume 5883 of Lecture Notes in Artificial Intelligence, pages 243–252. Springer, 2009.
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2351Antti Honkela, Neil D. Lawrence, and Magnus Rattray. Identifying targets of transcriptionally regulated transcription factors using dynamical models. In 17th Annual International Conference on Intelligent Systems for Molecular Biology (ISMB) & 8th European Conference on Computational Biology (ECCB), Stockholm, Sweden, 2009.
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2350Antti Honkela. Identifying targets of transcriptionally regulated transcription factors using dynamical models. In Mathematical and Statistical Aspects of Molecular Biology: 19th Annual MASAMB Workshop, Imperial College London, UK, 2009.
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2349Andrea Röck and Cédric Lauradoux. Parallel generation of l-sequences (extended abstract). In Helena Handschuh, Stefan Lucks, Bart Preneel, and Phillip Rogaway, editors, Symmetric Cryptography, number 09031 in Dagstuhl Seminar Proceedings, Dagstuhl, Germany, 2009. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany.
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2348Antti Ukkonen, Kai Puolamäki, Aristides Gionis, and Heikki Mannila. A randomized approximation algorithm for computing bucket orders. Information Processing Letters, 109(7):356–359, 2009.
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2347Antti Ukkonen. Encyclopedia of Database Systems, chapter Frequent Partial Orders. Springer, 2009.
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2346Antti Ukkonen. Mining local correlation patterns in sets of sequences. In Discovery Science, 12th International Conference, DS 2009, pages 347–361, 2009.
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2345Billy Bob Brumley and Kaisa Nyberg. On modular decomposition of integers. In Bart Preneel, editor, Progress in Cryptology - AFRICACRYPT 2009, Second International Conference on Cryptology in Africa, Gammarth, Tunisia, June 21-25, 2009. Proceedings, volume 5580 of Lecture Notes in Computer Science, pages 386–402. Springer, 2009.
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2344Billy Bob Brumley and Risto M. Hakala. Cache-timing template attacks. In Mitsuru Matsui, editor, Advances in Cryptology - ASIACRYPT 2009, 15th International Conference on the Theory and Application of Cryptology and Information Security, Tokyo, Japan, December 6-10, 2009. Proceedings, volume 5912 of Lecture Notes in Computer Science, pages 667–684. Springer, 2009.
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2343Tommi Syrjänen. Logic Programs and Cardinality Constraints: Theory and Practice. Doctoral dissertation, TKK Dissertations in Information and Computer Science TKK-ICS-D12, Helsinki University of Technology, Faculty of Information and Natural Sciences, Department of Information and Computer Science, Espoo, Finland, 2009.
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2342Antti E.J. Hyvärinen. Approaches to Grid-Based SAT Solving. Licentiate's thesis, Helsinki University of Technology, Department of Information and Computer Science, 2009.
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2341Maria Werner and Erik Aurell. A computational study of the lambda-lac mutants. Phys. Biol., 6, 2009.
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2340Yasser Roudi, Erik Aurell, and John Hertz. Statistical physics of pairwise probability models. Front. Comput. Neurosci., 3, 2009.
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2339Erik Aurell and René Pfitzner. Gaussian belief with dynamic data and in dynamic network. Euro. Phys. Lett., 87, 2009.
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2338Elina Karp, Lauri Parkkonen, and Ricardo Vigário. Denoising single trial event related magnetoencephalographic recordings. In T. Adali et al., editor, Proceedings of 8th International Conference on Independent Component Analysis and Signal Separation (ICA 2009), volume LNCS 5441, pages 427–434, Paraty, Brazil, 2009. Springer-Verlag.
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2337Emilia Oikarinen and Tomi Janhunen. A translation-based approach to the verification of modular equivalence. Journal of Logic and Computation, 19(4):591–613, 2009.
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2336Matti Järvisalo, Emilia Oikarinen, Tomi Janhunen, and Ilkka Niemelä. A module-based framework for multi-language constraint modeling. In Workshop on Answer Set Programming and Other Computing Paradigms (ASPOCP 2009), 2009.
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2335Emilia Oikarinen and Matti Järvisalo. Max-ASP: Maximum satisfiability of answer set programs. In Esra Erdem, Fangzhen Lin, and Torsten Schaub, editors, Proceedings of the 10th International Conference on Logic Programming and Nonmonotonic Reasoning (LPNMR 2009), volume 5753 of Lecture Notes in Artificial Intelligence, pages 236–249. Springer, 2009.
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2334Matti Järvisalo, Emilia Oikarinen, Tomi Janhunen, and Ilkka Niemelä. A module-based framework for multi-language constraint modeling. In Esra Erdem, Fangzhen Lin, and Torsten Schaub, editors, Proceedings of the 10th International Conference on Logic Programming and Nonmonotonic Reasoning (LPNMR 2009), volume 5753 of Lecture Notes in Artificial Intelligence, pages 155–169. Springer, 2009.
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2333Elena Czeizler, Eugen Czeizler, Lila Kari, and Shinnosuke Seki. An extension of lyndon-schutzenberger's result to pseudoperiodic words. Technical Report TR-722, University of Western Ontario, London, Canada, 2009.
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2332Andrzej Mizera, Elena Czeizler, Eugen Czeizler, Ion Petre, John E. Eriksson, and Ralph-Johan Back. Quantitative kinetic strategies for the in vitro assembly of intermediate filaments from tetrameric vimentin. Technical Report TUCS 963, Åbo Akademi, Dept. of Inf. Tech., Turku, Finland, 2009.
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2331Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter A.J. Hilbers, Timo Honkela, Erkki Oja, and Amaury Lendasse. Adaptive ensemble models of extreme learning machines for time series prediction. In Cesare Alippi, Marios M. Polycarpou, Christos G. Panayiotou, and Georgios Ellinas, editors, ICANN 2009, Part II, volume 5769 of LNCS, pages 305–314, Heidelberg, 2009. Springer.
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2330Kim Björkmann, Juho Frits, Janne Valkonen, Keijo Heljanko, and Ilkka Niemelä. Model-based analysis of a stepwise shutdown logic. VTT Working Papers 115, VTT Technical Research Centre of Finland, Espoo, 2009.
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2329Janne Valkonen, Matti Koskimies, Kim Björkman, Keijo Heljanko, Ilkka Niemelä, and Jari J. Hämäläinen. Formal verification of safety automation logic designs. In Automaatio XVIII 2009 Seminaari, 2009.
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2328Ilkka Niemelä. Integrating answer set programming and satisfiability modulo theories. In Proceedings of the 10th International Conference on Logic Programming and Nonmonotonic Reasoning, LPNMR 2009, volume 5753 of Lecture Notes in Computer Science, page 3, 2009.
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2327Teuvo Kohonen, Ilari T. Nieminen, and Timo Honkela. On the quantization error in SOM vs. VQ: A critical and systematic study. In José Carlos Príncipe and Risto Miikkulainen, editors, Proceedings of WSOM'09, volume 5629 of Lecture Notes in Computer Science, pages 133–144. Springer, 2009.
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2326Jani Suomalainen, Jukka Valkonen, and N. Asokan. Standards for security associations in personal networks: a comparative analysis. International Journal of Security and Networks (IJSN), 4(1/2):87–100, 2009.
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2325Alessandro Cimatti, Jori Dubrovin, Tommi Junttila, and Marco Roveri. Structure-aware computation of predicate abstraction. In Armin Biere and Carl Pixley, editors, Proceedings of the 9th International Conference on Formal Methods in Computer Aided Design (FMCAD 2009), pages 9–16. IEEE, 2009.
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2324Kim Björkman, Juho Frits, Janne Valkonen, Keijo Heljanko, and Ilkka Niemelä. Model-based analysis of a stepwise shutdown logic. VTT Working Papers 115, VTT Technical Research Centre of Finland, Espoo, 2009.
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2323Jaakko J. Väyrynen, Tero Tapiovaara, Kimmo Kettunen, and Marcus Dobrinkat. Normalized compression distance as an automatic MT evaluation metric. In Proceedings of MT 25 years on, 21–22 Nov 2009 Cranfield, UK, 2009. To appear.
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2322Jaakko Luttinen and Alexander Ilin. Variational Gaussian-process factor analysis for modeling spatio-temporal data. In Advances in Neural Information Processing Systems 22, pages 1177–1185. MIT Press, Cambridge, MA, USA, 2009.
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2321Ville Viitaniemi and Jorma Laaksonen. Combining local feature histograms of different granularities. In Proceedings of 16th Scandinavian Conference on Image Analysis (SCIA 2009), volume 5575 of Lecture Notes in Computer Science, pages 636–645, Oslo, Norway, 2009. Springer Verlag.
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2320Zhirong Yang and Jorma Laaksonen. Informative Laplacian projection. In Proceedings of 16th Scandinavian Conference on Image Analysis (SCIA 2009), volume 5575 of Lecture Notes in Computer Science, pages 359–368, Oslo, Norway, 2009. Springer Verlag.
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2319Markus Koskela, Mats Sjöberg, and Jorma Laaksonen. Improving automatic video retrieval with semantic concept detection. In Proceedings of 16th Scandinavian Conference on Image Analysis (SCIA 2009), volume 5575 of Lecture Notes in Computer Science, pages 480–489, Oslo, Norway, 2009. Springer Verlag.
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2318Mats Sjöberg and Jorma Laaksonen. Optimal combination of SOM search in best-matching units and map neighborhood. In Proceedings of 7th International Workshop on Self-Organizing Maps (WSOM 2009), volume 5629 of Lecture Notes in Computer Science, pages 281–289, St. Augustine, Florida, USA, 2009. Springer. Available online at: http://dx.doi.org/10.1007/978-3-642-02397-2_32.
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2317Philip Prentis, Mats Sjöberg, Markus Koskela, and Jorma Laaksonen. Image theft detection with self-organising maps. In Proceedings of 19th International Conference on Artificial Neural Networks (ICANN 2009), volume 5768 of Lecture Notes in Computer Science, pages 495–504, Limassol, Cyprus, 2009. Springer Verlag. Available online at: http://dx.doi.org/10.1007/978-3-642-04274-4_52.
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2316Ville Viitaniemi and Jorma Laaksonen. Representing images with distance based histograms of SIFT descriptors. In Proceedings of 19th International Conference on Artificial Neural Networks (ICANN 2009), volume 5769 of Lecture Notes in Computer Science, pages 694–703, Limassol, Cyprus, 2009. Springer Verlag.
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2315Janne Pylkkönen. Investigations on discriminative training in large scale acoustic model estimation. In Proceedings of Interspeech, pages 220–223, 2009.
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2314Kai Puolamäki and Samuel Kaski. Bayesian solutions to the label switching problem. In Advances in Intelligent Data Analysis VIII, Lecture Notes in Computer Science, pages 381–392, Berlin / Heidelberg, 2009. Springer.
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2313Eerika Savia, Kai Puolamäki, and Samuel Kaski. Two-way grouping by one-way topic models. In Advances in Intelligent Data Analysis VIII, Lecture Notes in Computer Science, pages 178–189, Berlin / Heidelberg, 2009. Springer.
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2312Kai Puolamäki and Alessio Bertone. Introduction to special issue on visual analytics and knowledge discovery. SIGKDD Explorations, 11(2):3–4, 2009.
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2311Kai Puolamäki, editor. Proceedings of the ACM SIGKDD Workshop on Visual Analytics and Knowledge Discovery, Otaniemi, 2009.
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2310Paula Järvinen, Kai Puolamäki, Pekka Siltanen, and Markus Ylikerälä. Visual analytics. Final report. VTT Working Papers 117, VTT Technical Research Centre of Finland, Espoo, Finland, 2009.
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2309Kimmo U. Järvinen. On repeated squarings in binary fields. In Proceedings of the 16th International Workshop on Selected Areas in Cryptography, SAC 2009, volume 5867 of Lecture Notes in Computer Science, pages 331–349. Springer-Verlag, 2009.
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2308Kaisa Nyberg. Methods for Symmetric Key Cryptography and Cryptanalysis (invited talk). In EWM PhD Summer School, Turku, Finland, June 2009, 2009.
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2307N. Asokan and Kaisa Nyberg. Security associations for wireless devices. In Stefanos Gritzalis, Tom Karygiannis, and Charalabos Skianis, editors, Security and Privacy in Mobile and Wireless Networking. Troubador Publishing Ltd, Leicester, UK, 2009.
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2306René Mayrhofer, Kaisa Nyberg, and Tim Kindberg. Secure Spontaneous Interaction, Special issue, International Journal of Security and Networks Volume 4 Nos. 1/2. Inderscience, 2009.
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2305K. Van Leemput, A. Bakkour, T. Benner, G. Wiggins, L.L. Wald, J. Augustinack, B.C. Dickerson, P. Golland, and B. Fischl. Automated segmentation of hippocampal subfields from ultra-high resolution in vivo MRI. Hippocampus, 19:549–557, 2009.
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2304T. Riklin Raviv, K. Van Leemput, W.M. Wells, and P. Golland. Joint segmentation of image ensembles via latent atlases. In Lecture Notes in Computer Science, volume 5761, pages 272–280, 2009. Proceedings of MICCAI2009, September 20-14, 2009, London, UK.
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2303M.R. Sabuncu, B.T.T. Yeo, T. Vercauteren, K. Van Leemput, and P. Golland. Asymmetric image-template registration. In Lecture Notes in Computer Science, volume 5761, pages 565–573, 2009. Proceedings of MICCAI2009, September 20-14, 2009, London, UK.
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2302M.R. Sabuncu, B.T.T. Yeo, K. Van Leemput, B. Fischl, and P. Golland. Supervised nonparametric image parcellation. In Lecture Notes in Computer Science, volume 5762, pages 1075–1083, 2009. Proceedings of MICCAI2009, September 20-14, 2009, London, UK.
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2301M.R. Sabuncu, B.T.T. Yeo, K. Van Leemput, B. Fischl, and P. Golland. Nonparametric mixture models for supervised image parcellation. In Proceedings of the MICCAI 2009 Workshop on Probabilistic Models for Medical Image Analysis (PMMIA 2009), pages 301–313, 2009. September 20, 2009, London, UK.
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2300T. Riklin Raviv, B. Menze, K. Van Leemput, B. Stieltjes, M.A. Weber, N. Ayache, W.M. Wells, and P. Golland. Joint segmentation via patient-specific latent anatomy model. In Proceedings of the MICCAI 2009 Workshop on Probabilistic Models for Medical Image Analysis (PMMIA 2009), pages 244–255, 2009. September 20, 2009, London, UK.
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2299Kari Kähkönen, Jani Lampinen, Keijo Heljanko, and Ilkka Niemelä. The LIME interface specification language and runtime monitoring tool. In Saddek Bensalem and Doron Peled, editors, RV, volume 5779 of Lecture Notes in Computer Science, pages 93–100, 2009.
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2298J. Wessman, T. Paunio, A. Tuulio-Henriksson, M. Koivisto, T. Partonen, J. Suvisaari, JA Turunen, J. Wedenoja, W. Hennah, O. Pietilainen, J. Lonnqvist, Heikki Mannila, and L. Peltonen. Mixture model clustering of phenotype features reveals evidence for association of dtnbp1 to a specific subtype of schizophrenia. Biological Psychiatry, 66(11):990–996, 2009.
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2297Markus Ojala, Niko Vuokko, Aleksi Kallio, Niina Haiminen, and Heikki Mannila. Randomization methods for assessing data analysis results on real-valued matrices. Statistical Analysis and Data Mining, 2(4):209–230, 2009.
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2296Huseyin Hakkoymaz, Georgios Chatzimilioudis, Dimitrios Gunopulos, and Heikki Mannila. Applying electromagnetic field theory concepts to clustering with constraints. In ECML/PKDD, pages 485–500, 2009.
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2295L.H. Liow, M. Fortelius, K. Lintulaakso, Heikki Mannila, and N. Chr. Stenseth. Lower extinction risk in sleep-or-hide mammals. American Naturalist, 173:264–272, 2009.
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2294Sami Hanhijärvi, Markus Ojala, Niko Vuokko, Kai Puolamäki, Nikolaj Tatti, and Heikki Mannila. Tell me something i don't know: randomization strategies for iterative data mining. In SIGKDD, pages 379–388, 2009.
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2293Heikki Mannila and Evimaria Terzi. Finding links and initiators: A graph-reconstruction problem. In SDM 2009, pages 1207–1217, 2009.
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2292Hannes Heikinheimo, Jilles Vreeken, Arno Siebes, and Heikki Mannila. Low-entropy set selection. In SDM 2009, pages 569–580, 2009.
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2291Muhammed Miah, Gautam Das, Vagelis Hristidis, and Heikki Mannila. Determining attributes to maximize visibility of objects. IEEE Trans. Knowl. Data Eng., 21(7):959–973, 2009.
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2290Tomás Feder, Heikki Mannila, and Evimaria Terzi. Approximating the minimum chain completion problem. Information Processing Letters, 109(17):980–985, 2009.
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2289Antti Ukkonen, Kai Puolamäki, Aristides Gionis, and Heikki Mannila. A randomized approximation algorithm for computing bucket orders. Information Processing Letters, 109(7):356–359, 2009.
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2288Miia Hermelin, Joo Yeon Cho, and Kaisa Nyberg. Statistical Tests for Key Recovery Using Multidimensional Extension of Matsui's Algorithm 1. In Helena Handschuh, Stefan Lucks, Bart Preneel, and Phillip Rogaway, editors, Symmetric Cryptography, number 09031 in Dagstuhl Seminar Proceedings, Dagstuhl, Germany, 2009. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany.
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2287Miia Hermelin, Joo Yeon Cho, and Kaisa Nyberg. Multidimensional Extension of Matsui's Algorithm 2. In Orr Dunkelman, editor, Fast Software Encryption 2009, volume 5665 of Lecture Notes in Computer Science, pages 209–227. Springer, 2009.
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2286Miia Hermelin, Joo Yeon Cho, and Kaisa Nyberg. Statistical Tests for Key Recovery Using Multidimensional Extension of Matsui's Algorithm 1. EUROCRYPT'09 POSTERSESSION, 2009.
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2285Mikko Kurimo. Puheentunnistus, pages 336–343. Otava, 2009.
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2284Mikko Kurimo, Ville Turunen, and Matti Varjokallio. Overview of Morpho Challenge 2008. In Advances in Multilingual and MultiModal Information Retrieval, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers, Lecture Notes in Computer Science. Springer, 2009.
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2283Mikko Kurimo, Mathias Creutz, and Ville Turunen. Morpho Challenge evaluation by information retrieval. In Advances in Multilingual and MultiModal Information Retrieval, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers, Lecture Notes in Computer Science. Springer, 2009.
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2282Matti Järvisalo. Structure-based satisfiability checking: Analyzing and harnessing the potential. AI Communications, 22(2):117–119, 2009. Thesis summary.
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2281Matti Järvisalo and Tommi Junttila. Limitations of restricted branching in clause learning. Constraints, 14(3):325–356, 2009.
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2280Mikael Kuusela. Algorithms for variational learning of mixture of Gaussians, 2009. Bachelor's thesis.
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2279Matti Pöllä, Timo Honkela, and Teuvo Kohonen. Bibliography of self-organizing map (SOM) papers: 2002-2005 addendum. Technical report, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, 2009. Report TKK-ICS-R23.
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2278Markus Ojala, Gemma Garriga, Aristides Gionis, and Heikki Mannila. Query significance in databases via randomizations, 2009. arXiv:0906.5485v1 [cs.DB].
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2277Nicolau Gonçalves, Janne Nikkilä, and Ricardo Vigário. Partial clustering for tissue segmentation in MRI. In M. Köppen et al., editor, Proceedings of ICONIP 2008, volume LNCS 5507, pages 559–566, 2009.
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2276Emilio Corchado, Xindong Wu, Erkki Oja, Alvaro Herrero, and Bruno Baruque, editors. Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, volume 5572 of Lecture Notes in Computer Science. Springer, 2009.
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2275Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter A. J. Hilbers, Timo Honkela, Erkki Oja, and Amaury Lendasse. Adaptive ensemble models of extreme learning machines for time series prediction. In ICANN (2), pages 305–314, 2009.
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2274Zhirong Yang and Erkki Oja. Projective nonnegative matrix factorization with -divergence. In ICANN (1), pages 20–29, 2009.
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2273Oskar Kohonen, Sami Virpioja, and Mikaela Klami. Allomorfessor: Towards unsupervised morpheme analysis. In Evaluating Systems for Multilingual and Multimodal Information Access: 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008 Aarhus, Denmark, September 17-19, 2008, Revised Selected Papers, volume 5706 of Lecture Notes in Computer Science, pages 975–982. Springer, 2009.
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2272Panagiotis Papapetrou. Embedding-based subsequence matching in large sequence databases. Doctor of Philosophy Thesis, 2009.
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2271Panagiotis Papapetrou, Vassilis Athitsos, George Kollios, and Dimitrios Gunopulos. Reference-based alignment in large sequence databases. Proceedings of the Very Large Databases Endowment (PVLDB), 2(1):205–216, 2009.
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2270Panagiotis Papapetrou, George Kollios, Stan Sclaroff, and Dimitrios Gunopulos. Mining frequent arrangements of temporal intervals. Knowledge and Information Systems (KAIS), 21(2), 2009.
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2269Panagiotis Papapetrou, Paul Doliotis, and Vassilis Athitsos. Towards faster activity search using embedding-based subsequence matching. In Proceedings of the International Conference on PErvasive Technologies Related to Assistive Environments (PETRA). ACM, 2009.
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2268Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Counting paths and packings in halves. In Amos Fiat and Peter Sanders, editors, Algorithms - ESA 2009, 17th Annual European Symposium, Copenhagen, Denmark, September 7–9, 2009, Proceedings, number 5757 in Lecture Notes in Computer Science, pages 578–586, Berlin, 2009. Springer.
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2267Patrik Floréen, Joel Kaasinen, Petteri Kaski, and Jukka Suomela. An optimal local approximation algorithm for max-min linear programs. In Friedhelm Meyer auf der Heide and Michael A. Bender, editors, Proceedings of the 21st ACM Symposium on Parallelism in Algorithms and Architectures (Calgary, August 11–13, 2009), pages 260–269, New York, 2009. ACM.
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2266Petteri Kaski, Patric R. J. Östergård, Olli Pottonen, and Lasse Kiviluoto. A catalogue of the Steiner triple systems of order 19. Bulletin of the Institute of Combinatorics and Its Applications, 57:35–41, 2009.
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2265Petteri Kaski and Patric R. J. Östergård. There are 1,132,835,421,602,062,347 nonisomorphic one-factorizations of . Journal of Combinatorial Designs, 17(2):147–159, 2009.
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2264Petteri Kaski and Patric R. J. Östergård. Classification of resolvable balanced incomplete block designs—the unitals on 28 points. Mathematica Slovaca, 59(2):121–136, 2009.
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2263Risto M. Hakala and Kaisa Nyberg. A multidimensional linear distinguishing attack on the Shannon cipher. International Journal of Applied Cryptography, 1(3):161–168, 2009.
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2262Zhirong Yang, Irwin King, Zenglin Xu, and Erkki Oja. Heavy-tailed symmetric stochastic neighbor embedding. In Advances in Neural Information Processing Systems 22 (NIPS2009), pages 2169–2177, Vancouver, Canada, 2009.
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2261Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, Michael R. Lyu, and Zhirong Yang. Adaptive regularization for transductive support vector machine. In Advances in Neural Information Processing Systems 22 (NIPS2009), pages 2125–2133, Vancouver, Canada, 2009.
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2260M. Almeida and R. Vigário. Source separation of phase-locked subspaces. In Proc. 8th Int. Conf. on Independent Component Analysis and Blind Signal Separation (ICA'2009), pages 203–210, Paraty, Brazil, 2009.
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2259Antti Ajanki, David R. Hardoon, Samuel Kaski, Kai Puolamäki, and John Shawe-Taylor. Can eyes reveal interest?—Implicit queries from gaze patterns. User Modeling and User-Adapted Interaction: The Journal of Personalization Research, 19:307–339, 2009.
Info
See dx.doi.org ...
2258Farid Benachenhou, Patric Jern, Merja Oja, Göran Sperber, Vidar Blikstad, Panu Somervuo, Samuel Kaski, and Jonas Blomberg. Evolutionary conservation of orthoretroviral long terminal repeats (LTRs) and ab initio detection of single LTRs in genomic data. PLoS ONE, 4(4):e5179, 2009.
Info
See dx.doi.org ...
2257José Caldas, Nils Gehlenborg, Ali Faisal, Alvis Brazma, and Samuel Kaski. Probabilistic retrieval and visualization of biologically relevant microarray experiments. Bioinformatics, 25:i145–i153, 2009. (ISMB/ECCB 2009).
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Info
See bioinformatics.oxfordjournals.org ...
2256José Caldas, Nils Gehlenborg, Ali Faisal, Alvis Brazma, and Samuel Kaski. Probabilistic retrieval and visualization of biologically relevant microarray experiments. BMC Bioinformatics, 10:P1, 2009. Poster abstract for the 5th ISCB Student Council. Best poster award.
PDF (167 kB)
Info
See www.biomedcentral.com ...
2255Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Orešic, and Samuel Kaski. Two-way analysis of high-dimensional collinear data. Data Mining and Knowledge Discovery, 19:261–276, 2009.
PDF (744 kB)
Info
See dx.doi.org ...
2254Ilkka Huopaniemi, Tommi Suvitaival, Janne Nikkilä, Matej Orešic, and Samuel Kaski. Multi-way, multi-view learning. In NIPS 2009 workshop on Learning from Multiple Sources with Applications to Robotics, 2009. Extended Abstract.
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2253László Kozma, Arto Klami, and Samuel Kaski. GaZIR: Gaze-based zooming interface for image retrieval. In Proceedings of ICMI-MLMI 2009, The Eleventh International Conference on Multimodal Interfaces and The Sixth Workshop on Machine Learning for Multimodal Interaction, pages 305–312, New York, NY, USA, 2009. ACM.
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2252Leo Lahti, Samuel Myllykangas, Sakari Knuutila, and Samuel Kaski. Dependency detection with similarity constraints. In Proceedings of MLSP 2009, IEEE International Workshop on Machine Learning for Signal Processing, pages 89–94. IEEE, 2009.
PDF (218 kB)
Info
See dx.doi.org ...
2251Gayle Leen, David R. Hardoon, and Samuel Kaski. Automatic choice of control measurements. In Z.-H. Zhou and T. Washio, editors, Advances in Machine Learning (Proc. ACML'09, The 1st Asian Conference on Machine Learning), volume 5828 of Lecture Notes in Computer Science, pages 206–219. Springer, 2009.
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2250Jaakko Peltonen, Jarkko Venna, and Samuel Kaski. Visualizations for assessing convergence and mixing of Markov chain Monte Carlo simulations. Computational Statistics and Data Analysis, 53:4453–4470, 2009.
Info
See dx.doi.org ...
2249Kitsuchart Pasupa, Craig Saunders, Sandor Szedmak, Arto Klami, Samuel Kaski, and Steve Gunn. Learning to rank images from eye movements. In IEEE International Workshop on Human-Computer Interaction (HCI2009), October 4, 2009, Kyoto, Japan, pages 2009–2016, 2009.
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2248Jaakko Peltonen, Helena Aidos, and Samuel Kaski. Supervised nonlinear dimensionality reduction by neighbor retrieval. In Proceedings of ICASSP 2009, the IEEE International Conference on Acoustics, Speech, and Signal Processing, pages 1809–1812. IEEE, 2009.
Info
See dx.doi.org ...
2247Kai Puolamäki and Samuel Kaski. Bayesian solutions to the label switching problem. In N. Adams, C. Robardet, A. Siebes, and J.-F. Boulicaut, editors, Advances in Intelligent Data Analysis VIII, Proceedings of the 8th International Symposium on Intelligent Data Analysis, IDA 2009, pages 381–392, Berlin, 2009. Springer.
PDF (716 kB)
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See www.cis.hut.fi ...
2246Eerika Savia, Arto Klami, and Samuel Kaski. Fast dependent components for fMRI analysis. In Proceedings of ICASSP 09, the International Conference on Acoustics, Speech, and Signal Processing, pages 1737–1740. IEEE, 2009.
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2245Eerika Savia, Kai Puolamäki, and Samuel Kaski. Two-way grouping by one-way topic models. In N. Adams, C. Robardet, A. Siebes, and J.-F. Boulicaut, editors, Advances in Intelligent Data Analysis VIII, Proceedings of the 8th International Symposium on Intelligent Data Analysis, IDA 2009, Lecture Notes in Computer Science, pages 178–189, Berlin, 2009. Springer.
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2244Eerika Savia, Kai Puolamäki, and Samuel Kaski. Latent grouping models for user preference prediction. Machine Learning, 74:75–109, 2009. Published online: 3 September 2008.
Info
See dx.doi.org ...
2243Suvi Savola, Arto Klami, Abhishek Tripathi, Tarja Niini, Massimo Serra, Piero Picci, Samuel Kaski, Diana Zambelli, Katia Scotlandi, and Sakari Knuutila. Combined use of expression and CGH arrays pinpoints novel candidate genes in ewing sarcoma family of tumors. BMC Cancer, 9:17, 2009.
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See www.biomedcentral.com ...
2242Abhishek Tripathi, Arto Klami, and Samuel Kaski. Using dependencies to pair samples for multi-view learning. In Proceedings of ICASSP 09, the International Conference on Acoustics, Speech, and Signal Processing, pages 1561–1564. IEEE, 2009.
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2241Keisuke Yamazaki and Samuel Kaski. An analysis of generalization error in relevant subtask learning. In Mario K?pen, Nikola Kasabov, and George Coghill, editors, Advances in Neuro-Information Processing, 15th International Conference, ICONIP 2008, pages 629–637, Berlin Heidelberg, 2009. Springer-Verlag.
Info
See www.springerlink.com ...
2240Jarkko Ylipaavalniemi, Eerika Savia, Sanna Malinen, Riitta Hari, Ricardo Vigário, and Samuel Kaski. Dependencies between stimuli and spatially independent fMRI sources: Towards brain correlates of natural stimuli. NeuroImage, 48:176–185, 2009.
Info
See dx.doi.org ...
2239André Schumacher and Harri Haanpää. Distributed sleep scheduling in wireless sensor networks via fractional domatic partitioning. In R. Guerraoui and F. Petit, editors, Stabilization, Safety, and Security of Distributed Systems, volume 5873/2009 of Lecture Notes in Computer Science, pages 640–654. Springer-Verlag Berlin / Heidelberg, 2009.
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2238Sami Hanhijärvi, Gemma C. Garriga, and Kai Puolamäki. Randomization techniques for graphs. In Proceedings of the 2009 SIAM International Conference on Data Mining (SDM09), 2009.
Info
See doi.acm.org ...
2237Sami Hanhijärvi, Markus Ojala, Niko Vuokko, Kai Puolamäki, Nikolaj Tatti, and Heikki Mannila. Tell me something i don't know: Randomization strategies for iterative data mining. In Proceedings of the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD09), 2009.
Info
See www.siam.org ...
2236Sven Laur and Sylvain Pasini. User-aided data authentication. International Journal of Security and Networks, 4(1/2):69–86, 2009.
Info
2235Siert Wieringa, Matti Niemenmaa, and Keijo Heljanko. Tarmo: A framework for parallelized bounded model checking. In Lubos Brim and Jaco van der Pol, editors, Proceedings of the 8th International Workshop on Parallel and Distributed Methods in verifiCation (PDMC'09), volume 14 of Electronic Proceedings in Theoretical Computer Science (EPTCS), pages 62–76, 2009.
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2234Jaakko Talonen and Miki Sirola. Generated Control Limits as a Basis of Operator-Friendly Process Monitoring. In Proceedings of the 5th IEEE International Workshop on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2009.
Info
2233Kai Hakkarainen, Ritva Engeström, Sami Paavola, Pasi Pohjola, and Timo Honkela. Knowledge practices, epistemic technologies, and pragmatic web. In Proceedings of I-KNOW'09 and I-SEMANTICS'09: the 4th AIS SigPrag International Pragmatic Web Conference Track (ICPW 2009), pages 683–694. Verlag der Technischen Universität Graz, 2009.
Info
See i-semantics.tugraz.at ...
2232Timo Honkela, Nina Janasik, Krista Lagus, Tiina Lindh-Knuutila, Mika Pantzar, and Juha Raitio. Modeling communities of experts – conceptual grounding of expertise. Technical Report TKK-ICS-R24, Helsinki University of Technology, 2009.
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2231Timo Honkela and Matti Pöllä. Concept mining with Self-Organizing Maps for the Semantic Web. In Proceedings of WSOM'09, pages 98–106. Springer, 2009.
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2230Timo Honkela. Conceptual autonomy of agents. In ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, page 9. INSTICC Press, 2009.
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2229Nina Janasik, Timo Honkela, and Henrik Bruun. Text mining in qualitative research: Application of an unsupervised learning method. Organizational Research Methods, 12(3):436–460, 2009.
Info
See orm.sagepub.com ...
2228Pyry Niemelä and Timo Honkela. Analysis of parliamentary election results and socio-economic situation using self-organizing map. In Proceedings of WSOM'09, pages 209–218, 2009.
Info
2227Tomi Janhunen. lp2diff 1.23 — Translating logic programs into difference logic. http://www.tcs.hut.fi/Software/lp2diff/, 2009. Computer Program.
Info
See www.tcs.hut.fi ...
2226Tommi Vatanen. Kielentunnistus lyhyistä tekstilohkoista n-grammimailleihin perustuvalla luokittimella, 2009. Kandidaatintyö, Teknillinen Korkeakoulu, Elektroniikan, tietoliikenteen ja automaation tiedekunta, Bioinformaatioteknologian tutkinto-ohjelma.
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2225Zhenwei Shi, Xueyan Tan, Zhanxing Zhu, and Zhiguo Jiang. A fixed-point algorithm for nonnegative independent component analysis. In Proceedings of 5th International Conference on Natural Computation, pages 482–485, 2009.
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2224Zhenwei Shi, Zhanxing Zhu, Xueyan Tan, and Zhiguo Jiang. Quadratic form innovation to blind source separation. In Proceedings of 5th International Conference on Natural Computation, pages 594–597, 2009.
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2008

2223Elia Liitiäinen, Francesco Corona, and Amaury Lendasse. On non-parametric residual variance estimation. Neural Processing Letters, 28(3):155–167, December 2008.
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2222Marcus Dobrinkat. Domain adaptation in statistical machine translation systems via user feedback. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, December 2008.
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2221Janne Sinkkonen, Juuso Parkkinen, Janne Aukia, and Samuel Kaski. A simple infinite topic mixture for rich graphs and relational data. In Proceedings of the NIPS 2008 Workshop on Analyzing Graphs: Theory and Applications, December 12 2008. Extended Abstract.
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See www.cis.hut.fi ...
2220Tomi Janhunen. Removing redundancy from answer set programs. In Enrico Pontelli and Maria Garcia de La Banda, editors, Proceedings of the 24th International Conference on Logic Programming, pages 729–733, Udine, Italy, December 2008. Springer-Verlag. LNCS 5366.
Info
See dx.doi.org ...
2219Francesco Corona, Satu-Pia Reinikainen, Kari Aaljoki, Annikki Perkkiö, Elia Liitiäinen, Roberto Baratti, Amaury Lendasse, and Olli Simula. Wavelength selection using the measure of topological relevance on the self-organizing map. Journal of Chemometrics, 22(11–12):610–620, November-December 2008.
Info
See dx.doi.org ...
2218Markus Koskela, Mats Sjöberg, Ville Viitaniemi, and Jorma Laaksonen. PicSOM experiments in TRECVID 2008. In Proceedings of the TRECVID 2008 Workshop, Gaithersburg, MD, USA, November 2008. Available online at http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html.
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2217Matti Pöllä, Timo Honkela, and Xiao-Zhi Gao. Biologically inspired clustering: Comparing the neural and immune paradigms. In Proceedings of NICSO 2007 Workshop on Nature Inspired Cooperative Strategies for Optimization, volume 129 of Studies in Computational Intelligence (SCI), pages 179–188, Acireale, Italy, November 2008. Springer-Verlag.
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2216Tomi Janhunen, Ilkka Niemelä, and Mark Sevalnev. Computing stable models via reductions to boolean circuits and difference logic. In Marc Denecker, editor, Proceedings of the 2nd International Workshop on Logic and Search, pages 16–30, Leuven, Belgium, November 2008.
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2215Alberto Guillén, Dusan Sovilj, Fernando Mateo, Ignacio Rojas, and Amaury Lendasse. New methodologies based on delta test for variable selection in regression problems. In Workshop on Parallel Architectures and Bioinspired Algorithms, Toronto, Canada, October 25-29 2008.
Info
See research.ics.tkk.fi ...
2214Elia Liitiäinen, Francesco Corona, and Amaury Lendasse. A boundary corrected expansion of the moments of nearest neighbor distributions. Technical Report TKK-ICS-R9, Helsinki University of Technology, October 18 2008.
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2213Sisko Anttila, Sakari Knuutila, Jaakko Hollmén, Salla Ruosaari, Harriet Wikman-Kocher, and Penny Nymark. Method of identifying lung cancers associated with asbestos-exposure. EPO1977010, October 2008. patent.
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2212Mikko Korpela, Harri Mäkinen, Mika Sulkava, Pekka Nöjd, and Jaakko Hollmén. Smoothed prediction of the onset of tree stem radius increase based on temperature patterns. In Jean-Francois Boulicaut, Michael Berthold, and Tamás Horváth, editors, Proceedings of the 11th International Conference on Discovery Science (DS-2008), volume 5255 of Lecture Notes in Artificial Intelligence, pages 100–110. Springer-Verlag, October 2008. Budapest, Hungary.
Info
See www.springerlink.com ...
2211Jaakko Peltonen, Mikko A. Uusitalo, and Joni Pajarinen. Nano-scale fault tolerant machine learning for cognitive radio. In Jose C. Principe, Deniz Erdogmus, and Tülay Adali, editors, Proceedings of IEEE International Workshop on Machine Learning for Signal Processing, pages 163–168, Cancún, Mexico, October 2008.
Info
See dx.doi.org ...
2210Pauli Miettinen, Taneli Mielikainen, Aristides Gionis, Gautam Das, and Heikki Mannila. The discrete basis problem. IEEE Transactions on Knowledge and Data Engineering, 20(10), October 2008.
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2209Nikolaj Tatti. Maximum entropy based significance of itemsets. Knowledge and Information Systems, 17(1), Oct 2008.
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2208Mikko Alava, John Ardelius, Erik Aurell, Petteri Kaski, Supriya Krishnamurthy, and Pekka Orponen. Circumspect descent prevails in solving random constraint satisfaction problems. Proceedings of the National Academy of Sciences (USA), 105(40):15253–15257, October 2008.
Info
See www.pnas.org ...
2207Pekka Orponen, Satu Elisa Schaeffer, and Vanesa Avalos Gaytán. Locally computable approximations for spectral clustering and absorption times of random walks. Technical Report cs.DM/0810.4061, arXiv.org, October 2008.
Info
See arxiv.org ...
2206Dusan Sovilj, Antti Sorjamaa, and Yoan Miche. Tabu search with delta test for time series prediction using OP-KNN. In Amaury Lendasse, editor, ESTSP, European Symposium on Time Series Prediction, pages 187–196, Porvoo, Finland, September 17-19 2008. Multiprint Oy / Otamedia , Espoo, Finland.
Info
See research.ics.tkk.fi ...
2205Elia Liitiäinen, Amaury Lendasse, and Francesco Corona. Bounds on the mean power-weighted nearest neighbour distance. Proceedings of the Royal Society A, 464(2097):2293–2301, September 2008.
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2204Federico Montesino Pouzols, Amaury Lendasse, and Angel Barriga Barros. xftsp: a tool for time series prediction by means of fuzzy inference systems. In 4th IEEE International Conference on Intelligent Systems (IS08), volume 1, pages 2–2–2–7, Varna, Bulgaria, September 2008.
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2203Federico Montesino Pouzols and Angel Barriga Barros. Regressive fuzzy inference models with clustering identification: Application to the ESTSP08 competition. In M. Verleysen, editor, 2nd European Symposium on Time Series Prediction (ESTSP08), pages 205–214, Porvoo, Finland, September 2008. d-side publ. (Evere, Belgium).
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2202Konsta Sirvio and Jaakko Hollmén. Spatio-temporal road condition forecasting with Markov chains and artificial neural networks. In Emilio Corchado, Ajith Abraham, and Witold Pedrycz, editors, Third International Workshop in Hybrid Artificial Intelligent Systems (HAIS'08), volume 5271 of Lecture Notes in Artificial Intelligence, pages 204–211. Springer-Verlag, September 2008. Burgos, Spain.
Info
See www.springerlink.com ...
2201Mika Sulkava, Harri Mäkinen, Pekka Nöjd, and Jaakko Hollmén. Automatic detection of onset and cessation of tree stem radius increase using dendrometer data and CUSUM charts. In Amaury Lendasse, editor, European Symposium on Time Series Prediction – ESTSP'08, Proceedings, pages 77–86, Porvoo, Finland, September 2008. Helsinki University of Technology, Multiprint Oy / Otamedia.
Info
See www.cis.hut.fi ...
2200Marcin Blachnik and Jorma Laaksonen. Image classification by histogram features created with learning vector quantization. In Proceedings of International Conference on Artificial Neural Networks (ICANN'08), pages 827–836, September 2008.
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2199Ville Viitaniemi and Jorma Laaksonen. Experiments on selection of codebooks for local image feature histograms. In Monica Sebillo, Giuliana Vitiello, and Gerald Schaefer, editors, Proceedings of the 10th International Conference on Visual Information Systems (VISUAL 2008), volume 5188 of Lecture Notes in Computer Science, pages 126–137, Salerno, Italy, September 2008. Springer Verlag.
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2198Ville Viitaniemi and Jorma Laaksonen. Techniques for image classification, object detection and object segmentation. In Monica Sebillo, Giuliana Vitiello, and Gerald Schaefer, editors, Proceedings of the 10th International Conference on Visual Information Systems (VISUAL 2008), volume 5188 of Lecture Notes in Computer Science, pages 231–234, Salerno, Italy, September 2008. Springer.
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2197Fernando Mateo and Amaury Lendasse. A variable selection approach based on the delta test for extreme learning machine models. In M. Verleysen, editor, Proceedings of the European Symposium on Time Series Prediction, pages 57–66. d-side publ. (Evere, Belgium), September 2008.
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2196Alberto Guillén, Luis Herrera, Gines Rubio, Amaury Lendasse, Hector Pomares, and Ignacio Rojas. Instance or prototype selection for function approximation using mutual information. In Amaury Lendasse, editor, ESTSP'08 Proceedings, pages 67–75, September 2008.
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2195Matti Pöllä and Timo Honkela. Change detection of text documents using negative first-order statistics. In Poceedings of AKRR'08, The Second International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning, pages 48–55, Porvoo, Finland, September 2008.
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2194Nicolau Gonçalves and Ricardo Vigário. Semi-automatic approach for brain tissue segmentation using MRI. In 1st INCF Congress of Neuroinformatics: Databasing and Modeling the Brain (Neuroinformatics 2008), page 106, Stockholm, Sweden, September 2008. Poster.
Info
See dx.doi.org ...
2193Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Alberto Guillén, Eric Séverin, and Fernando Mateo. Optimal pruned k-nearest neighbors: OP-KNN - application to financial modeling. In HIS 2008, 8th International Conference on Hybrid Intelligent Systems, pages 764–769, September 10-12 2008.
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2192Qi Yu, Antti Sorjamaa, Yoan Miche, and Eric Séverin. A methodology for time series prediction in finance. In ESTSP08, 2nd European Symposium on Time Series Prediction, pages 285–293, September 17-19 2008.
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2191Timo Honkela, Mari-Sanna Paukkeri, Matti Pöllä, and Olli Simula, editors. Proceedings of AKRR'08, International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning. Helsinki University of Technology, Espoo, Finland, September 2008.
Info
2190Martin Gebser, Tomi Janhunen, Max Ostrowski, Torsten Schaub, and Sven Thiele. A versatile intermediate language for answer set programming. In Maurice Pagnucco and Michael Thielscher, editors, Proceedings of the 12th International Workshop on Nonmonotonic Reasoning, pages 150–159, Sydney, Australia, September 2008. University of New South Wales, School of Computer Science and Engineering, Techical Report, UNSW-CSE-TR-0819.
Info
See www.cse.unsw.edu.au ...
2189Ville T. Turunen. Reducing the effect of OOV query words by using morph-based spoken document retrieval. In Proceedings of the 9th Annual Conference of the International Speech Communication Association (Interspeech 2008), pages 2158–2161, September 2008.
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2188Jarkko Ylipaavalniemi and Ricardo Vigário. Matching complex activation patterns with features of natural stimuli. In 1st INCF Congress of Neuroinformatics: Databasing and Modeling the Brain (Neuroinformatics 2008), page 71, Stockholm, Sweden, September 2008. Poster.
Info
See dx.doi.org ...
2187Yoan Miche, Antti Sorjamaa, and Amaury Lendasse. OP-ELM: Theory, experiments and a toolbox. In Roman Neruda Vera Kurková and Jan Koutník, editors, LNCS - Artificial Neural Networks - ICANN 2008 - Part I, volume 5163/2008 of Lecture Notes in Computer Science, pages 145–154. Springer Berlin / Heidelberg, September 2008.
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2186Jarkko Tikka and Jaakko Hollmén. A sequential input selection algorithm for long-term prediction of time series. Neurocomputing, 71(13–15):2604–2615, August 2008.
Info
See dx.doi.org ...
2185Mari-Sanna Paukkeri, Ilari T. Nieminen, Matti Pöllä, and Timo Honkela. A language-independent approach to keyphrase extraction and evaluation. In Coling 2008: Companion volume: Posters, pages 83–86, Manchester, UK, August 2008. Coling 2008 Organizing Committee.
Info
See www.aclweb.org ...
2184Tapani Raiko, Pentti Haikonen, and Jaakko Väyrynen editors, editors. AI and Machine Consciousness, Proceedings of the 13th Finnish Artificial Intelligence Conference (STeP 2008). Finnish Artificial Intelligence Society, Espoo, Finland, August 2008.
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2183Tapani Raiko and Jaakko Peltonen. Application of uct search to the connection games of hex, y, *star, and renkula!. In Proc. of the Finnish Artificial Intelligence Conference (STeP 2008), pages 89–93, Espoo, Finland, August 2008.
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2182Ulpu Remes, Kalle J. Palomäki, and Mikko Kurimo. Missing feature reconstruction and acoustic model adaptation combined for large vocabulary continuous speech recognition. In Proc. EUSIPCO, Lausanne, Switzerland, August 25–29 2008.
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2181Roland Axelsson, Keijo Heljanko, and Martin Lange. Analyzing context-free grammars using an incremental SAT solver. In Luca Aceto, Ivan Damgård, Leslie Ann Goldberg, Magnús M. Halldórsson, Anna Ingólfsdóttir, and Igor Walukiewicz, editors, Proceedings of the 35th International Colloquium on Automata, Languages, and Programming (ICALP'08), Part II, volume 5126 of Lecture Notes in Computer Science, pages 410–422, Reykjavik, Iceland, July 2008. Springer-Verlag.
Info
See users.ics.tkk.fi ...
2180K. J. Palomäki and G. J. Brown. A computational model of binaural speech intelligibility level difference. In Acoustics 2008, J. Acoust. Soc. Am. 123, page 3715, Paris, France, July 2008. abstract only publication.
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2179G. J. Brown and K. J. Palomäki. A reverberation-robust automatic speech recognition system based on temporal masking. In Acoustics 2008, J. Acoust. Soc. Am. 123, page 2978, Paris, France, July 2008. abstract only publication.
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2178U. Remes, K. J. Palomäki, and M. Kurimo. Speaker adaptation combined with missing data reconstruction. In Acoustics 2008, J. Acoust. Soc. Am. 123, page 3181, Paris, France, July 2008. abstract only publication.
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2177Tomi Janhunen. Modular equivalence in general. In Malik Ghallab, Constantine Spyropoulos, Nikos Fakotakis, and Nikos Avouris, editors, Proceedings of the 18th European Conference on Artificial Intelligence, pages 75–79, Patras, Greece, July 2008. IOS Press.
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2176Antti Sorjamaa, Yoan Miche, Robert Weiss, and Amaury Lendasse. Long-term prediction of time series using NNE-based projection and OP-ELM. In IEEE World Conference on Computational Intelligence, pages 2675–2681, Hong Kong, June 2008. Research Publishing Services, Chennai, India.
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2175Matti Koskimies. Applying model checking to analysing safety instrumented systems. Research Report TKK-ICS-R5, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, June 2008.
NOTE: Reprint of Master's thesis
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2174Jani Lampinen. Interface specification methods for software components. Research Report TKK-ICS-R4, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, June 2008.
NOTE: Reprint of Master's thesis
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2173Jussi Lahtinen. Model checking timed safety instrumented systems. Research Report TKK-ICS-R3, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, June 2008.
NOTE: Reprint of Master's thesis
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2172Federico Montesino-Pouzols, Angel Barriga, Diego R. Lopez, and Santiago Sánchez-Solano. Linguistic Summarization of Network Traffic Flows. In 17th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2008), IEEE World Congress on Computational Intelligence, pages 619–624, Hong Kong, China, June 2008.
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2171Federico Montesino Pouzols, Amaury Lendasse, and Angel Barriga Barros. Fuzzy inference based autoregressors for time series prediction using nonparametric residual variance estimation. In 17th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'2008), IEEE World Congress on Computational Intelligence, pages 613–618, Hong Kong, China, June 2008.
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2170Yrjö Rauste, Anne Lönnqvist, Matthieu Molinier, Heikki Ahola, Jaan Praks, Teemu Tares, Jorma Laaksonen, Kirsi Karila, and Mika Karjalainen. NewSAR project, final report 1.7.2006–31.5.2008. Technical Report VTT-R-05074-08, VTT, June 2008.
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2169Qi Yu, Antti Sorjamaa, Yoan Miche, Eric Séverin, and Amaury Lendasse. OP-KNN for financial regression problems. In Mashs 08, Computational Methods for Modelling and learning in Social and Human Sciences, Créteil (France), June 5-6 2008.
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2168Antti Honkela, Markus Harva, Tapani Raiko, and Juha Karhunen. Variational inference and learning for continuous-time nonlinear state-space models. In Proc. of PASCAL 2008 Workshop on Approximate Inference in Stochastic Processes and Dynamical Systems, Cumberland Lodge, UK, May 2008.
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2167Jaakko Hollmén and Tapani Raiko. Learning mixture models — courseware for finite mixture distributions of multivariate Bernoulli distributions. In Stéphanie Jacquemont and Colin de la Higuera, editors, In Proceedings of Teaching Machine Learning — workshop on open problems and new directions, Saint-Étienne, France, May 2008.
Info
See www.cis.hut.fi ...
2166Samuel Myllykangas, Jarkko Tikka, Tom Böhling, Sakari Knuutila, and Jaakko Hollmén. Classification of human cancers based on DNA copy number amplification modeling. BMC Medical Genomics, 1(15), May 2008.
Info
See dx.doi.org ...
2165Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmén, Antti Honkela, Samuel Kaski, Heikki Mannila, Erkki Oja, and Olli Simula. Macadamia: Master's programme in machine learning and data mining. In Stéphanie Jacquemont and Colin de la Higuera, editors, In Proceedings of Teaching Machine Learning — workshop on open problems and new directions, May 2008. Saint-Étienne, France.
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2164Salla Ruosaari, Penny Nymark, Mervi Aavikko, Eeva Kettunen, Sakari Knuutila, Jaakko Hollmén, Hannu Norppa, and Sisko Anttila. Aberrations of chromosome 19 in asbestos-associated lung cancer and in asbestos-induced micronuclei of bronchial epithelial cells in vitro. Carcinogenesis, 29(5):913–917, May 2008.
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2163Ville Viitaniemi, Mats Sjöberg, Markus Koskela, and Jorma Laaksonen. Exploiting temporal and inter-concept co-occurrence structure to detect high-level features in broadcast videos. In Proceedings of 9th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2008), pages 12–15, Klagenfurt, Austria, May 2008.
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2162Markus Koskela, Jorma Laaksonen, Tommi Jantunen, Ritva Takkinen, Päivi Rainò, and Antti Raike. Content-based video analysis and access for finnish sign language – a multidisciplinary research project. In Proceedings of 3rd Workshop on the Representation and Processing of Sign Languages at 6th Language Resources and Evaluation Conference (LREC 2008), pages 101–104, Marrakech, Morocco, May-June 2008. Available online at http://www.lrec-conf.org/proceedings/lrec2008/workshops/W25_Proceedings.pdf.
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2161Janne Valkonen, Matti Koskimies, Ville Pettersson, Keijo Heljanko, Jan-Erik Holmberg, Ilkka Niemelä, and Jari J. Hämäläinen. Formal verification of safety I&C system designs: Two nuclear power plant related applications. In Enlarged Halden Programme Group Meeting – Proceedings of the Man-Technology-Organisation Sessions, page C4.2, Loen, Norway, May 2008. Institutt for Energiteknikk, Halden, Norway.
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2160Pasi Lehtimäki and Kimmo Raivio. Combining measurement data and Erlang-B formula for blocking prediction in GSM networks. In Proceedings of The 10th Scandinavian Conference on Artificial Intelligence (SCAI), pages 98–105, Stockholm, Sweden, May 26 - 28 2008.
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2159M. Sirola, J. Parviainen, J. Talonen, G. Lampi, T. Alhonnoro, and R. Hakala. Early fault detection with SOM based methods and visualizations - new contents for wide monitoring screens. In Proceedings of the EHPG-Meeting of OECD Halden Reactor Project, May 2008.
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2158Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmén, Antti Honkela, Samuel Kaski, Heikki Mannila, Erkki Oja, and Olli Simula. Macadamia: Master's programme in machine learning and data mining. In Teaching Machine Learning: Workshop on open problems and new directions, Saint-Étienne, France, May 2008.
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2157Janne Valkonen, Ilkka Karanta, Matti Koskimies, Keijo Heljanko, Ilkka Niemelä, Dan Sheridan, and Robin E. Bloomfield. NPP safety automation systems analysis – State of the art. VTT Working Papers 94, VTT Technical Research Centre of Finland, Espoo, Finland, April 2008.
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2156Amaury Lendasse and Francesco Corona. Linear projection based on noise variance estimation: Application to spectral data. In M. Verleysen, editor, Proceedings of ESANN 2008, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 457–462. d-side publ. (Evere, Belgium), April 23-25 2008.
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2155T. Alhonnoro and M. Sirola. Feature selection on process fault detection and visualization. In Proceedings of the 17th European Symposium On Artificial Neural Networks ESANN'08, April 2008.
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2154Markus Ojala, Niko Vuokko, Aleksi Kallio, Niina Haiminen, and Heikki Mannila. Randomization of real-valued matrices for assessing the significance of data mining results. In Proceedings of the 2008 SIAM International Conference on Data Mining (SDM '08), pages 494–505, April 2008.
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2153Emil Eirola, Elia Liitiäinen, Amaury Lendasse, Francesco Corona, and Michel Verleysen. Using the delta test for variable selection. In M. Verleysen, editor, Proceedings of ESANN 2008, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 25–30. d-side publ. (Evere, Belgium), April 23-25 2008.
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2152Olli Simula, Jaakko Hollmén, Kimmo Raivio, Miki Sirola, Timo Similä, Mika Sulkava, Pasi Lehtimäki, Jarkko Tikka, Jukka Parviainen, Jaakko Talonen, Golan Lampi, Mikko Multanen, Tuomas Alhonnoro, and Risto Hakala. Intelligent data engineering. In K. Raivio, R. Vigário, and L. Koivisto, editors, Biennial report 2006–2007, chapter 15, pages 207–218. Laboratory of Computer and Information Science, Adaptive Informatics Research Centre, Helsinki University of Technology, Espoo, Finland, April 2008.
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2151Yoan Miche, Patrick Bas, Christian Jutten, Olli Simula, and Amaury Lendasse. A methodology for building regression models using extreme learning machine: OP-ELM. In M. Verleysen, editor, ESANN 2008, European Symposium on Artificial Neural Networks, Bruges, Belgium, pages 247–252. d-side publ. (Evere, Belgium), April 23-25 2008.
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2150Federico Montesino-Pouzols, Diego R. Lopez, Angel Barriga, and Santiago Sánchez-Solano. Encyclopedia of Networked and Virtual Organizations, volume II, chapter Performance Analysis and Models of Web Traffic, pages 1196–1203. Information Science Reference (an imprint of IGI Global), Hershey, New York, USA, March 2008. ISBN: 978-1-59904-885-7.
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2149Federico Montesino-Pouzols, Diego R. Lopez, Angel Barriga, and Santiago Sánchez-Solano. Encyclopedia of Networked and Virtual Organizations, volume II, chapter Performance Analysis of Multimedia Traffic, pages 1204–1209. Information Science Reference (an imprint of IGI Global), Hershey, New York, USA, March 2008. ISBN: 978-1-59904-885-7.
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2148Federico Montesino-Pouzols, Angel Barriga, Diego R. Lopez, and Santiago Sánchez-Solano. Encyclopedia of Networked and Virtual Organizations, volume II, chapter Performance Analysis of Peer-to-Peer Traffic, pages 1210–1215. Information Science Reference (an imprint of IGI Global), Hershey, New York, USA, March 2008. ISBN: 978-1-59904-885-7.
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2147Federico Montesino-Pouzols, Angel Barriga, Diego R. Lopez, and Santiago Sánchez-Solano. Encyclopedia of Networked and Virtual Organizations, volume II, chapter Performance Analysis of Computer Networks, pages 1216–1222. Information Science Reference (an imprint of IGI Global), Hershey, New York, USA, March 2008. ISBN: 978-1-59904-885-7.
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2146Matthieu Molinier, Ville Viitaniemi, Markus Koskela, Jorma Laaksonen, Yrjö Rauste, Anne Lönnqvist, and Tuomas Häme. Improving content-based target and change detection in Alos Palsar images with efficient feature selection. In Proceedings of ESA-EUSC 2008: Image Information Mining. ESA, March 2008.
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2145Javier Esparza and Keijo Heljanko. Unfoldings – A Partial-Order Approach to Model Checking. EATCS Monographs in Theoretical Computer Science. Springer-Verlag, March 2008.
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2144Mikko Multanen, Kimmo Raivio, and Pasi Lehtimäki. Outlier detection in cellular network data exploration. In Proceedings of the 22nd International Conference on Advanced Information Networking and Applications (AINA), 3rd International Workshop on Performance Analysis and Enhancement of Wireless Networks (PAEWN), pages 1323–1328, Okinawa, Japan, March 25 - 28 2008.
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2143Mika Sulkava, Sebastiaan Luyssaert, Pasi Rautio, Ivan A. Janssens, and Jaakko Hollmén. Quality of monitoring programmes is determined by the quality of the collected data. In European Cooperation in Science and Technology – COST Strategic Workshop ``Forest ecosystems in a changing environment: identifying future monitoring and research needs'' Meeting Documents, page 61, Istanbul, Turkey, March 2008. European Cooperation in Science and Technology Domain on Forests, their Products and Services, Johann Heinrich von Thünen Institute, Federal Research Institute for Rural Areas, Forestry and Fisheries, Institute for World Forestry, Republic of Turkey, Ministry of Environment and Forestry, General Directorate of Forestry, International Union of Forest Research Organizations Section 7.01 Impacts of air pollution and climate change on forest ecosystems, European Commission Joint Research Centre, and European Environment Agency, Republic of Turkey, Ministry of Environment and Forestry, General Directorate of Forestry.
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2142Joo Yeon Cho. An improved estimate of the correlation of distinguisher for Dragon. In SASC 2008 - The State of the Art of Stream Ciphers, Lausanne, Switzerland, February 13-14, 2008, pages 11–20, February 2008.
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2141Janne Valkonen, Ville Petterson, Kim Björkman, Jan-Erik Holmberg, Matti Koskimies, Keijo Heljanko, and Ilkka Niemelä. Model-based analysis of an arc protection and an emergency cooling system – MODSAFE 2007 working report. VTT Working Papers 93, VTT Technical Research Centre of Finland, Espoo, Finland, February 2008.
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2140Markus Ojala. Randomization of real-valued matrices for assessing the significance of data mining results. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, February 2008.
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2139Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Strategies for solving SAT in Grids by randomized search. In Serge Autexier, John Campbell, Julio Rubio, Volker Sorge, Masakazu Suzuki, and Freek Wiedijk, editors, AISC 2008, volume 5144 of Lecture Notes in Artificial Intelligence, pages 125–140. Springer, 2008.
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2138Mikko Juhani Pitkanen, Xin Zhou, Antti E. J. Hyvärinen, and Henning Müller. Using the Grid for enhancing the performance of a medical image search engine. In Proceedings of the The Tewnty-First IEEE International Symposium on Computer-Based Medical Systems, June 17-19, 2008, Jyväskylä, Finland, pages 367–372. IEEE, 2008.
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2137Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Incorporating learning in grid-based randomized sat solving. In Daniel Dochev, Marco Pistore, and Paolo Traverso, editors, AIMSA 2008, volume 5253 of Lecture Notes in Artificial Intelligence, pages 247–261. Springer, 2008.
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2136Pei Gao, Antti Honkela, Magnus Rattray, and Neil D. Lawrence. Gaussian process modelling of latent chemical species: applications to inferring transcription factor activities. Bioinformatics, 24(16):i70–i75, 2008. In Proceedings of ECCB 2008.
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2135Antti Honkela, Jeremias Seppä, and Esa Alhoniemi. Agglomerative independent variable group analysis. Neurocomputing, 71(7–9):1311–1320, 2008.
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2134Antti Honkela, Matti Tornio, Tapani Raiko, and Juha Karhunen. Natural conjugate gradient in variational inference. In Proceedings of the 14th International Conference on Neural Information Processing (ICONIP 2007), volume 4985 of Lecture Notes in Computer Science, pages 305–314, Kitakyushu, Japan, 2008. Springer-Verlag, Berlin.
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2133Alexander Ilin and Tapani Raiko. Practical approaches to principal component analysis in the presence of missing values. Technical Report TKK-ICS-R6, Helsinki University of Technology, TKK reports in information and computer science, Espoo, Finland, 2008.
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2132Andrea Röck. Entropy of the internal state of an FCSR in Galois representation. In Kaisa Nyberg, editor, Fast Software Encryption - FSE 2008, volume 5086 of Lecture Notes in Computer Science, pages 343–362. Springer, 2008.
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2131Andrea Röck. Stream ciphers using a random update function: Study of the entropy of the inner state. In Serge Vaudenay, editor, First International Conference on Cryptology in Africa - AFRICACRYPT 2008, volume 5023 of Lecture Notes in Computer Science, pages 258–275. Springer, 2008.
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2130Cédric Lauradoux and Andrea Röck. Parallel generation of l-sequences. In Solomon W. Golomb, Matthew G. Parker, Alexander Pott, and Arne Winterhof, editors, Sequences and Their Applications - SETA 2008, volume 5203 of Lecture Notes in Computer Science, pages 299–312. Springer, 2008.
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2129Antti Ukkonen. Algorithms for Finding Orders and Analyzing Sets of Chains. PhD thesis, Helsinki University of Technology, 2008.
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2128Gemma Garriga, Antti Ukkonen, and Heikki Mannila. Feature selection in taxonomies with applications to paleontology. In Discovery Science, 11th International Conference, DS 2008, volume 5255 of Lecture Notes in Computer Science, pages 112–123. Springer, Berlin / Heidelberg, 2008.
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2127Antti Ukkonen, Carlos Castillo, Debora Donato, and Aristides Gionis. Searching the wikipedia with contextual information. In Conference on Information and Knowledge Management, Proceeding of the 17th ACM conference on Information and knowledge mining, pages 1351–1352. ACM, New York, NY, USA, 2008.
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2126Billy Bob Brumley. Implementing cryptography for Packet Level Authentication. In Hamid R. Arabnia and Selim Aissi, editors, Proceedings of the 2008 International Conference on Security & Management, SAM 2008, Las Vegas, Nevada, USA, July 14-17, 2008, pages 475–480. CSREA Press, 2008.
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2125Billy Bob Brumley and Kimmo U. Järvinen. Fast point decompression for standard elliptic curves. In Stig Fr. Mjølsnes, Sjouke Mauw, and Sokratis K. Katsikas, editors, Public Key Infrastructure, 5th European PKI Workshop: Theory and Practice, EuroPKI 2008, Trondheim, Norway, June 16-17, 2008, Proceedings, volume 5057 of Lecture Notes in Computer Science, pages 134–149. Springer, 2008.
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2124Billy Bob Brumley and Jukka Valkonen. Attacks on Message Stream Encryption. In Hanne Riis Nielson and Christian W. Probst, editors, 13th Nordic Conference on Secure IT Systems, NordSec 2008, Lyngby, Denmark, 9-10 October 2008. Proceedings, pages 163–173, 2008.
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2123Harri Haanpää, editor. Annual report for the year 2007. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, 2008.
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2122Matti Järvisalo. Structure-Based Satisfiability Checking: Analyzing and Harnessing the Potential. Doctoral dissertation, TKK Dissertations in Information and Computer Science TKK-ICS-D10, Helsinki University of Technology, Faculty of Information and Natural Sciences, Department of Information and Computer Science, Espoo, Finland, 2008.
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2121Emilia Oikarinen. Modularity in Answer Set Programs. Doctoral dissertation, TKK Dissertations in Information and Computer Science TKK-ICS-D7, Helsinki University of Technology, Faculty of Information and Natural Sciences, Department of Information and Computer Science, Espoo, Finland, 2008.
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2120Sven Laur. Cryptographic Protocol Design. Doctoral dissertation, TKK Dissertations in Information and Computer Science TKK-ICS-D2, Helsinki University of Technology, Faculty of Information and Natural Sciences, Department of Information and Computer Science, Espoo, Finland, 2008.
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2119Dmitrij Lagutin. Redesigning Internet—The Packet Level Authentication Architecture. Licentiate's thesis, Helsinki University of Technology, Department of Information and Computer Science, 2008.
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2118Vesa Ojala. Counterexample analysis for automated refinement of data abstracted state machine models. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, 2008.
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2117Kari Kähkönen. Automated dynamic test generation for sequential Java programs. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, 2008.
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2116Jussi Lahtinen. Model checking timed safety instrumented systems. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, 2008.
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2115Jani Lampinen. Interface specification methods for software components. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, 2008.
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2114Matti Koskimies. Applying model checking to analysing safety instrumented systems. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, 2008.
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2113Aleksi Hänninen. Boolean satisfiability problem and cryptography. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, 2008.
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2112Perttu Halonen. Tiedonlouhinnan käyttö tietoturvan tarkkailussa. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, 2008.
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2111Sven Laur and Sylvain Pasini. SAS-based group authentication and key agreement protocols. In Ronald Cramer, editor, Public Key Cryptography - PKC 2008, 11th International Workshop on Practice and Theory in Public-Key Cryptography, Barcelona, Spain, March 9-12, 2008. Proceedings, volume 4939 of Lecture Notes in Computer Science, pages 197–213. Springer, 2008.
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2110Alberto Guillén, Dusan Sovilj, Fernando Mateo, Ignacio Rojas, and Amaury Lendasse. Minimizing the delta test for variable selection in regression problems. International Journal of High Performance Systems Architecture, 1(4):269–281, 2008.
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2109Supriya Krishnamurthy, Sameh El-Ansary, Erik Aurell, and Seif Haridi. An analytical study of a structured overlay in the presence of dynamic membership. IEEE/ACM Transactions on Networking, 16:814–825, 2008.
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2108Eric Malmi. Multiagent simulation and visualization of social interactions: Framework and recommender system, 2008. Bachelor's thesis.
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2107Emilia Oikarinen and Tomi Janhunen. Implementing prioritized circumscription by computing disjunctive stable models. In Danail Dochev, Marco Pistore, and Paolo Traverso, editors, Artificial Intelligence: Methodology, Systems, and Applications, 13th International Conference, AIMSA 2008, Varna, Bulgaria, September 2008 Proceedings, volume 5223 of Lecture Notes in Artificial Intelligence, pages 167–180. Springer, 2008.
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2106Emilia Oikarinen and Tomi Janhunen. Achieving compositionality of the stable model semantics for smodels programs. Theory and Practice of Logic Programming, 8(5–6):717–761, 2008.
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2105Kai Puolamäki, Sami Hanhijärvi, and Gemma C. Garriga. An approximation ratio for biclustering. Information Processing Letters, 108(2):45–49, 2008.
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2104Gemma C. Garriga, Petra Kralj, and Nada Lavrac. Closed sets for labeled data. J. Mach. Learn. Res., 9:559–580, 2008.
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2103Kai Puolamäki, Sami Hanhijärvi, and Gemma C. Garriga. An approximation ratio for biclustering. Inf. Process. Lett., 108(2):45–49, 2008.
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2102Gemma C. Garriga, Antti Ukkonen, and Heikki Mannila. Feature selection in taxonomies with applications to paleontology. In Discovery Science, pages 112–123, 2008.
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2101Gemma C. Garriga, Esa Junttila, and Heikki Mannila. Banded structure in binary matrices. In KDD, pages 292–300, 2008.
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2100Harri Haanpää, Patric Östergård, and Sándor Szabó. Small -groups with full-rank factorization. International Journal of Algebra and Computation, 18(6):1019–1034, 2008.
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2099Nikolaj Tatti and Hannes Heikinheimo. Decomposable families of itemsets. In European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), pages 472–487, 2008.
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2098Victor Marek, Ilkka Niemelä, and Mirosław Truszczyński. Programs with monotone abstract constraint atoms. Theory and Practice of Logic Programming, 8(2):167–199, 2008.
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2097Gerhard Brewka, Ilkka Niemelä, and Mirosl aw Truszczyński. Nonmonotonic reasoning. In Frank van Harmelen, Vladimir Lifschitz, and Bruce Porter, editors, Handbook of Knowledge Representation, chapter 6, pages 239–284. Elsevier Science, Amsterdam, 2008.
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2096Janne Valkonen, Ville Pettersson, Kim Björkman, Jan-Erik Holmberg, Matti Koskimies, Keijo Heljanko, and Ilkka Niemelä. Model-based analysis of an arc protection and an emergency cooling system. VTT Working Papers 93, VTT Technical Research Centre of Finland, Espoo, 2008.
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2095Janne Valkonen, Ilkka Karanta, Matti Koskimies, Keijo Heljanko, Ilkka Niemelä, Dan Sheridan, and Robing E. Bloomfield. NPP safety automation systems analysis: State of the art. VTT Working Papers 94, VTT Technical Research Centre of Finland, Espoo, 2008.
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2094Janne Valkonen, Matti Koskimies, Ville Pettersson, Keijo Heljanko, Jan-Erik Holmberg, Ilkka Niemelä, and Jari J. Hämäläinen. Formal verification of safety I&C system designs: Two nuclear power plant related applications. In Enlarged Halden Programme Group Meeting – Proceedings of the Man-Technology-Organisation Sessions, page C4.2. Institutt for Energiteknikk, Halden, Norway, 2008.
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2093Ilkka Niemelä. Answer set programming without unstratified negation. In Proceedings of the 24th International Conference on Logic Programming (ICLP 2008), volume 5366 of Lecture Notes in Computer Science, pages 88–92. Springer, 2008.
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2092Ilkka Niemelä. Stable models and difference logic. In Proceedings of the Tenth International Symposium on Artificial Intelligence and Mathematics, page 5 p., 2008. The proceedings available at http://isaim2008.unl.edu/index.php?page=proceedings.
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2091Gerd Brewka, Ilkka Niemelä, and Mirosław Truszczyński. Preferences and nonmonotonic reasoning. AI Magazine, 29(4):69–78, 2008.
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2090Ilkka Niemelä. Stable models and difference logic. Annals of Mathematics and Artificial Intelligence, 53(1–4):313–329, 2008.
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2089Jukka Valkonen and Kaisa Nyberg. Uudet salausmenetelmät parantavat yksityisyydensuojaa. Tietosuoja, 4:24–27, 2008. In Finnish.
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2088Joo Yeon Cho, Miia Hermelin, and Kaisa Nyberg. A new technique for multidimensional linear cryptanalysis with applications on reduced round Serpent. In The 11th International Conference on Information Security and Cryptology 2008, ICISC '08, Seoul, Korea, volume 5461 of Lecture Notes in Computer Science, pages 383 – 398, 2008.
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2087Jori Dubrovin, Tommi Junttila, and Keijo Heljanko. Symbolic step encodings for object based communicating state machines. In Gilles Barthe and Frank S. de Boer, editors, Proceedings of the 10th IFIP International Conference on Formal Methods for Open Object-based Distributed Systems (FMOODS 2008), volume 5051 of Lecture Notes in Computer Science, pages 96–112. Springer, 2008.
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2086Jori Dubrovin and Tommi Junttila. Symbolic model checking of hierarchical UML state machines. In Jonathan Billington, Zhenhua Duan, and Maciej Koutny, editors, Proceedings of the 8th International Conference on Application of Concurrency to System Design (ACSD 2008), pages 108–117. IEEE Press, 2008.
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2085Jaakko Hollmén. BernoulliMix — program package for probabilistic mixture modeling of 0-1 data. Available for download under an open source license at http://www.cis.hut.fi/jhollmen/BernoulliMix/, 2008. Computer program.
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2084Päivi Merilä, John Derome, Sebastiaan Luyssaert, Mika Sulkava, Jaakko Hollmén, Kaisa Mustajärvi, and Pekka Nöjd. How are N and S in deposition, in percolation water and in upper soil layers reflected in the chemical composition of needles in Finland?. In John Derome, Antti-Jussi Lindroos, and Tuire Kilponen, editors, Scientific Seminar on Forest Condition Monitoring and Ecosystem Functioning in Northern Europe under the Forest Focus and ICP Forests Programmes, Proceedings, volume 74 of Working Papers of the Finnish Forest Research Institute, pages 39–42, Vantaa, Finland, 2008. Finnish Forest Research Institute.
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2083Samuel Myllykangas, Siina Junnila, Arto Kokkola, Reija Autio, Ilari Scheinin, Tuula Kiviluoto, Marja-Liisa Karjalainen-Lindsberg, Jaakko Hollmén, Sakari Knuutila, Pauli Puolakkainen, and Outi Monni. Integrated gene copy number and expression microarray analysis of gastric cancer highlights potential target genes. International Journal of Cancer, 123(4):817–825, 2008.
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2082Salla Ruosaari, Tuija Hienonen-Kempas, Anne Puustinen, Virinder K. Sarhadi, Jaakko Hollmén, Sakari Knuutila, Juha Saharinen, Harriet Wikman, and Sisko Anttila. Pathways affected by asbestos exposure in normal and tumour tissue of lung cancer patients. BMC Medical Genomics, 1(55), 2008.
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2081Jarkko Tikka and Jaakko Hollmén. Selection of important input variables for RBF networks using partial serivatives. In Michel Verleysen, editor, Proceedings of the 16th European Symposium on Neural Networks (ESANN 2008), pages 167–172, 2008.
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2080Zhirong Yang and Jorma Laaksonen. Principal whitened gradient for information geometry. Neural Networks, 21(2-3):232–240, 2008.
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2079Mats Sjöberg, Jorma Laaksonen, Timo Honkela, and Matti Pöllä. Inferring semantics from textual information in multimedia retrieval. Neurocomputing, 71(13–15):2576–2586, 2008.
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2078Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, Jason D. R. Farquhar, Mátyás Brendel, Bálint Daróczy, Hugo Jair Escalante Balderas, Theo Gevers, Carlos Arturo Hernández Gracidas, Steven C. H. Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marin Castro, Hermann Ney, Xiaguang Rui, Nicu Sebe, Julian Stöttinger, and Lei Wu. Overview of the ImageCLEF 2007 object retrieval task. In Advances in Multilingual and Multimodal Information Retrieval, volume 5152 of Lecture Notes in Computer Science, pages 445–471, Budapest, Hungary, 2008. Springer.
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2077Jaana Simola, Jarkko Salojärvi, and Ilpo Kojo. Using hidden markov models to uncover processing states from eye movements in information search tasks. Cognitive Systems Research, 9:237–251, 2008.
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2076Kai Puolamäki, Sami Hanhijärvi, and Gemma C. Garriga. An approximation ratio for biclustering. Information Processing Letters, 108(2):45–49, 2008.
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2075Tom Reuter, Sirpa Nummela, Henry Pihlström, Kai Puolamäki, and Mikael Fortelius. Mammalian sensory organs: Size and function, 2008. Talk given by TR at the VISIONARIUM VII meeting at Tvärminne Zoological Station, University of Helsinki.
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2074Sami Hanhijärvi, Gemma C. Garriga, and Kai Puolamäki. Randomization techniques for statistical significance testing on graphs, 2008. Poster and extended abstract, 6th International Workshop on Mining and Learning with Graphs (MLG '08).
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2073Kimmo Raivio, Ricardo Vigário, and Leila Koivisto, editors. Biennial Report of the Laboratory of Computer and Information Science 2006-2007. Laboratory of Computer and Information Science, Helsinki University of Technology. Yliopistopaino, 2008.
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2072Jaana Laiho, Albert Höglund, Kimmo Raivio, Jukka Henriksson, Kimmo Hätönen, Ari Hämäläinen, and Olli Simula. Method for configuring a network by defining clusters, 2008. EP1374486.
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2071Miia Hermelin and Kaisa Nyberg. Multidimensional linear distinguishing attacks and Boolean functions. In Fourth International Workshop on Boolean Functions: Cryptography and Applications, 2008.
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2070Aleksi Saarela, Jan-Erik Ekberg, and Kaisa Nyberg. Random beacon for privacy and group security. In IEEE International Conference on Wireless and Mobile Computing, Networking and Communications WIMOB 08, pages 514–519. IEEE, 2008.
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2069Kaisa Nyberg, editor. Fast Software Encryption, 15th International Workshop, FSE 2008, Lausanne, Switzerland, February 10-13, 2008, Revised Selected Papers, volume 5086 of Lecture Notes in Computer Science. Springer, 2008.
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2068Risto Ritala, Esa Alhoniemi, Tuomo Kauranne, Kimmo Konkarikoski, Amaury Lendasse, and Miki Sirola. Nonlinear temporal and spatial forecasting: modelling and uncertainty analysis (notes) – MASIT20. In MASI Programme 2005–2009,Yearbook 2008, pages 163–175, 2008.
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2067Amaury Lendasse, editor. ESTSP 2008: Proceedings. Multiprint Oy / Otamedia, 2008. ISBN: 978-951-22-9544-9.
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2066Heikki Mannila. Finding total and partial orders from data for seriation. In Discovery Science, pages 16–25, 2008.
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2065Gemma Garriga, Antti Ukkonen, and Heikki Mannila. Feature selection in taxonomies with applications to paleontology. In Discovery Science, 11th International Conference, DS 2008, volume 5255 of Lecture Notes in Computer Science, pages 112–123. Springer, Berlin / Heidelberg, 2008.
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2064Robert Gwadera, Aristides Gionis, and Heikki Mannila. Optimal segmentation using tree models. Knowledge and Information Systems, 15(3), 2008.
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2063Niina Haiminen, Heikki Mannila, and Evimaria Terzi. Determining significance of pairwise co-occurrences of events in bursty sequences. BMC Bioinformatics, 9(336), 2008.
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2062L.H. Liow, Mikael Fortelius, E. Bingham, K. Lintulaakso, Heikki Mannila, L. Flynn, and N.Chr. Stenseth. Higher origination and extinction rates in larger mammals. Proc Natl Acad Sci, 105(16):6097–6102, 2008.
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2061P.E. Lundmark, U. Liljedahl, D.I. Boomsma, Heikki Mannila, N.G. Martin, A. Palotie, L. Peltonen, M. Perola, T.D. Spector, and A.-C. Syvanen. Evaluation of hapmap data in six populations of european descent. European Journal of Human Genetics, pages 1–9, 2008.
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2060Pasi Rastas, Mikko Koivisto, Heikki Mannila, and Esko Ukkonen. Phasing genotypes using a hidden Markov model, pages 373–391. Wiley, 2008.
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2059Pauli Miettinen, Ariana Gallo, and Heikki Mannila. Finding duplicate descriptors: algorithms for redescription mining. In SIAM Data Mining Conference 2008, pages 334–345, 2008.
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2058Markus Ojala, Niko Vuokko, Aleksi Kallio, Niina Haiminen, and Heikki Mannila. Randomization of real-valued matrices for assessing the significance of data mining results. In SIAM Data Mining Conference 2008, pages 494–505, 2008.
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2057Bart Goethals, Wim Le Page, and Heikki Mannila. Mining association rules of simple conjunctive queries. In SIAM Data Mining Conference 2008, pages 96–107, 2008.
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2056Gemma Garriga, Esa Junttila, and Heikki Mannila. Banded structure in binary matrices. In Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2008), pages 292–300, 2008.
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2055M. Miah, V. Hristidis, Gautam Das, and Heikki Mannila. Standing out in a crowd: Selecting attributes for maximum visibility. In International Conference on Data Engineering (ICDE 2008), pages 356–365, 2008.
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2054Miia Hermelin, Joo Yeon Cho, and Kaisa Nyberg. Multidimensional Linear Cryptanalysis of Reduced Round Serpent. In Yi Mu, Willy Susilo, and Jennifer Seberry, editors, Information Security and Privacy, 13th Australasian Conference, ACISP 2008 Wollongong, Australia, July 7-9, 2008, Proceedings, volume 5107 of LNCS, pages 203–215. Springer, 2008.
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2053R. Ritala, E. Alhoniemi, T. Kauranne, K. Konkarikoski, A. Lendasse, and M. Sirola. Nonlinear temporal and spatial forecasting: modeling and uncertainty analysis (NoTeS) - MASIT20. In MASI Programme 2005 - 2009 Yearbook 2008, 2008. TEKES review 228/2008.
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2052Ebru Ar¹soy, Mikko Kurimo, Murat Saraçlar, Teemu Hirsimäki, Janne Pylkkönen, Tanel Alumäe, and Haºim Sak. Statistical Language Modeling for Automatic Speech Recognition of Agglutinative Languages, pages 193–204. I-Tech, Vienna, Austria, 2008.
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See sciyo.com ...
2051Mikko Kurimo, Mathias Creutz, and Matti Varjokallio. Morpho Challenge evaluation using a linguistic Gold Standard. In Advances in Multilingual and MultiModal Information Retrieval, 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, 2007, Revised Selected Papers, Lecture Notes in Computer Science , Vol. 5152, pages 864–873. Springer, 2008.
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See www.springerlink.com ...
2050Mikko Kurimo and Matti Varjokallio. Unsupervised morpheme analysis evaluation by a comparison to a linguistic Gold Standard – Morpho Challenge 2008. In Working Notes for the CLEF 2008 Workshop, Aarhus, Denmark, 2008.
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See clef.isti.cnr.it ...
2049Mikko Kurimo and Ville Turunen. Unsupervised morpheme analysis evaluation by IR experiments – Morpho Challenge 2008. In Working Notes for the CLEF 2008 Workshop, Aarhus, Denmark, 2008.
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2048Mikko Kurimo. Puheentunnistus. Puhe ja Kieli, 28(2):73–83, 2008.
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2047Matti Varjokallio, Janne Pylkkönen, and Mikko Kurimo. Äännemallien diskriminatiivinen opettaminen puheentunnistuksessa. In Proceedings of the Fonetiikan Päivät – Phonetics Symposium 2008 in Finland, Tampere, Finland, January 2008.
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2046Matti Järvisalo and Emilia Oikarinen. Extended ASP tableaux and rule redundancy in normal logic programs. Theory and Practice of Logic Programming, 8(5–6):691–716, 2008.
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2045Matti Järvisalo, Tommi Junttila, and Ilkka Niemelä. Justification-based local search with adaptive noise strategies. In Iliano Cervesato, Helmut Veith, and Andrei Voronkov, editors, Proceedings of the 15th International Conference on Logic for Programming, Artificial Intelligence and Reasoning (LPAR'08), volume 5330 of Lecture Notes in Computer Science, pages 31–46. Springer, 2008.
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2044Matti Järvisalo, Tommi Junttila, and Ilkka Niemelä. Justification-based local search with adaptive noise strategies. In Proceedings of the 2nd International Workshop on Logic and Search: Computation of structures from declarative descriptions (LaSh'08), pages 111–125. KU Leuven, 2008.
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2043Matti Järvisalo, Tommi Junttila, and Ilkka Niemelä. Justification-based non-clausal local search for SAT. In Malik Ghallab, Constantine D. Spyropoulos, Nikos Fanotakis, and Nikos Avoukis, editors, Proceedings of the 18th European Conference on Artificial Intelligence (ECAI 2008), volume 178 of Frontiers in Artificial Intelligence and Applications, pages 535–539. IOS Press, 2008.
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2042Matti Järvisalo and Tommi Junttila. On the power of top-down branching heuristics. In Dieter Fox and Carla P. Gomes, editors, Proceedings of the 23rd AAAI Conference on Artificial Intelligence (AAAI-08), pages 304–309. AAAI Press, 2008.
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2041Matti Järvisalo and Ilkka Niemelä. The effect of structural branching on the efficiency of clause learning SAT solving: An experimental study. Journal of Algorithms, 63(1–3):90–113, 2008.
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2040Mikko Korpela, Harri Mäkinen, Mika Sulkava, Pekka Nöjd, and Jaakko Hollmén. Smoothed prediction of the onset of tree stem radius increase based on temperature patterns. In Jean-Fran cois Boulicaut, Michael R Berthold, and Tamás Horváth, editors, Discovery Science, Proc. 11th Intl. Conf., DS 2008, volume 5255 of LNAI, pages 100–111. Springer, 2008.
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2039Nikolaj Tatti and Jilles Vreeken. Finding good itemsets by packing data. In Proceedings of Eight IEEE International Conference on Data Mining (ICDM 2008), 2008.
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2038Nikolaj Tatti. Advances in Mining Binary Data; Itemsets as Summaries. PhD thesis, Helsinki University of Technology, 2008.
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2037Erkki Oja. Oja learning rule. Scholarpedia, 3(3):3612, 2008.
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2036Petr Tichavský, Zbynek Koldovský, and Erkki Oja. Corrections to "performance analysis of the fastica algorithm and cramér-rao bounds for linear independent component analysis". IEEE Transactions on Signal Processing, 56(4):1715–1716, 2008.
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2035Oskar Kohonen, Sami Virpioja, and Mikaela Klami. Allomorfessor: Towards unsupervised morpheme analysis. In In Working Notes of the CLEF 2008 Workshop, Aarhus, Denmark, 2008.
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2034Panagiotis Papapetrou, Gary Benson, and George Kollios. Generalized methods for discovering frequent poly-regions in dna. Technical Report, 2008.
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2033Vassilis Athitsos, Michalis Potamias, Panagiotis Papapetrou, and George Kollios. Nearest neighbor retrieval using distance-based hashing. In Proceedings of the IEEE International Conference on Data Engineering (ICDE). IEEE, 2008.
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2032Vassilis Athitsos, Panagiotis Papapetrou, Michalis Potamias, George Kollios, and Dimitrios Gunopulos. Approximate embedding-based subsequence matching of time series. In Proceedings of the ACM Special Interest Group On Management Of Data (SIGMOD). ACM, 2008.
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2031Petteri Kaski, Patric R. J. Östergård, Svetlana Topalova, and Rosen Zlatarski. Steiner triple systems of order 19 and 21 with subsystems of order 7. Discrete Mathematics, 308(13):2732–2741, 2008.
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2030Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Computing the tutte polynomial in vertex-exponential time. In Proceedings of the 49th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2008, October 25–28, Philadelphia, PA), pages 677–686, Los Alamitos, CA, 2008. IEEE Computer Society.
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2029Patrik Floréen, Marja Hassinen, Petteri Kaski, and Jukka Suomela. Tight local approximation results for max-min linear programs. In Algorithmic Aspects of Wireless Sensor Networks, Fourth International Workshop, ALGOSENSORS 2008, Reykjavik, Iceland, July 2008. Revised Selected Papers, number 5389 in Lecture Notes in Computer Science, pages 2–17. Springer, 2008.
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2028Petteri Kaski, Aleksi Penttinen, and Jukka Suomela. Coordinating concurrent transmissions: a constant-factor approximation of maximum-weight independent set in local conflict graphs. Ad Hoc & Sensor Wireless Networks: An International Journal, 6:239–263, 2008.
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2027Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. The travelling salesman problem in bounded degree graphs. In Luca Aceto, Ivan Damgård, Leslie Ann Goldberg, Magnús M. Halldø'rsson, Anna Ingólfsdóttir, and Igor Walukiewicz, editors, Automata, Languages and Programming (35th International Colloquium, ICALP 2008, Reykjavık, Iceland, July 7–11, 2008), Part I, volume 5125, pages 198–209. Springer, 2008.
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2026Patrik Floréen, Petteri Kaski, Topi Musto, and Jukka Suomela. Approximating max-min linear programs with local algorithms. In IEEE International Parallel and Distributed Processing Symposium (Miami, April 14—18, 2008), page 10 pp. IEEE, 2008.
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2025Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Trimmed Moebius inversion and graphs of bounded degree. In Susanne Albers and Pascal Weil, editors, Proceedings of the 25th Annual Symposium on Theoretical Aspects of Computer Science (Bordeaux, February 21–23, 2008), pages 85–96. IBFI Schloss Dagstuhl, Wadern, Germany, 2008.
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2024Patrik Floréen, Petteri Kaski, Topi Musto, and Jukka Suomela. Local approximation algorithms for scheduling problems in sensor networks. In Mirosław Kutyłowski, Jacek Cichoń, and Przemysław Kubiak, editors, Algorithmic Aspects of Wireless Sensor Networks (Third International Workshop, ALGOSENSORS 2007, Wrocław, Poland, July 14, 2007), number 4837 in Lecture Notes in Computer Science, pages 99–113. Springer, 2008.
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2023Petteri Kaski, Patric R. J. Östergård, Svetlana Topalova, and Rosen Zlatarski. Steiner triple systems of order 19 and 21 with subsystems of order 7. Discrete Mathematics, 308(13):2732–2741, 2008.
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2022Petteri Kaski and Patric R. J. Östergård. There are exactly five biplanes with . Journal of Combinatorial Designs, 16(2):117–127, 2008.
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2021Yeow Meng Chee and Petteri Kaski. An enumeration of graphical designs. Journal of Combinatorial Designs, 16(1):70–85, 2008.
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2020Tapani Raiko, Alexander Ilin, and Juha Karhunen. Principal component analysis for sparse high-dimensional data. In Proceedings of the 14th International Conference on Neural Information Processing (ICONIP 2007), pages 566–575, Kitakyushu, Japan, 2008.
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2019Risto M. Hakala and Kaisa Nyberg. Linear distinguishing attack on Shannon. In Yi Mu, Willy Susilo, and Jennifer Seberry, editors, Information Security and Privacy, 13th Australasian Conference, ACISP 2008, Wollongong, Australia, July 7-9, 2008, Proceedings, volume 5107 of Lecture Notes in Computer Science, pages 297–305. Springer, 2008.
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2018Miki Sirola, Jukka Parviainen, Jaakko Talonen, Golan Lampi, Tuomas Alhonnoro, and Risto Hakala. Early fault detection with SOM based methods and visualizations – new contents for wide monitoring screens. In EHPG-Meeting of OECD Halden Reactor Project, 2008.
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2017R. Vigário and E. Oja. BSS and ICA in neuroinformatics: From current practices to open challenges. IEEE Rev. Biomed. Eng., 1:50–61, 2008.
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2016José Caldas and Samuel Kaski. Bayesian biclustering with the plaid model. In José Príncipe, Deniz Erdogmus, and Tulay Adali, editors, Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing XVIII, pages 291–296. IEEE, 2008.
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2015Arto Klami and Samuel Kaski. Probabilistic approach to detecting dependencies between data sets. Neurocomputing, 72:39–46, 2008.
Info
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2014Arto Klami, Craig Saunders, Teófilo de Campos, and Samuel Kaski. Can relevance of images be inferred from eye movements?. In MIR '08: Proceeding of the 1st ACM International Conference on Multimedia Information Retrieval, pages 134–140. ACM, New York, NY, 2008.
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See doi.acm.org ...
2013Janne Nikkilä, Marko Sysi-Aho, Andrey Ermolov, Tuulikki Seppänen-Laakso, Olli Simell, Samuel Kaski, and Matej Orešic. Gender dependent progression of systemic metabolic states in early childhood. Molecular Systems Biology, 4:197, 2008.
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See www.nature.com ...
2012Jaakko Peltonen, Yusuf Yaslan, and Samuel Kaski. Variational Bayes learning from relevant tasks only. In Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada, 2008. Proceedings at http://web.mac.com/davidrh/LMSworkshop08/Schedule.html.
Info
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2011Kai Puolamäki, Antti Ajanki, and Samuel Kaski. Learning to learn implicit queries from gaze patterns. In Andrew McCallum and Sam Roweis, editors, Proceedings of ICML 2008, Twenty-Fifth International Conference on Machine Learning, pages 760–767, Madison, WI, 2008.
Info
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2010Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmén, Antti Honkela, Samuel Kaski, Heikki Mannila, Erkki Oja, and Olli Simula. Macadamia: Master's programme in machine learning and data mining. In Teaching Machine Learning Workshop 2008, May 6-7, Sait-Étienne, France, 2008. Papers at http://labh-curien.univ-st-etienne.fr/informatique/tml08/programme.php.
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2009Simon Rogers, Janne Sinkkonen, Arto Klami, Mark Girolami, and Samuel Kaski. Two-level infinite mixture for multi-domain data. In Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada, 2008. Proceedings at http://web.mac.com/davidrh/LMSworkshop08/Schedule.html.
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2008Janne Sinkkonen, Janne Aukia, and Samuel Kaski. Infinite mixtures for multi-relational categorical data. In Samuel Kaski, S. V. N. Vishwanathan, and Stefan Wrobel, editors, 6th International Workshop on Mining and Learning with Graphs (MLG 2008), 2008. Proceedings at http://www.cis.hut.fi/MLG08.
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2007Abhishek Tripathi, Arto Klami, and Samuel Kaski. Simple integrative preprocessing preserves what is shared in data sources. BMC Bioinformatics, 9:111, 2008.
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See www.biomedcentral.com ...
2006Keisuke Yamazaki and Samuel Kaski. On asymmetric generalization error of asymmetric multitask learning. In Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada, 2008. Proceedings at http://web.mac.com/davidrh/LMSworkshop08/Schedule.html.
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2005Shreyas Prasad, André Schumacher, Harri Haanpää, and Pekka Orponen. Balanced multipath source routing. In T. Vazão, M.M. Freire, and I. Chong, editors, Proceedings of the 21st International Conference on Information Networking (ICOIN'07), volume 5200/2008 of Lecture Notes in Computer Science, pages 315–324, Berlin Heidelberg, 2008. Springer-Verlag.
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2004André Schumacher and Harri Haanpää. Distributed network utility maximization in wireless networks with a bounded number of paths. In Proceedings of The 3rd ACM Workshop on Performance Monitoring and Measurement of Heterogeneous Wireless and Wired Networks (PMHWN 2008), pages 96–103, New York, NY, USA, 2008. ACM.
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2003André Schumacher, Pekka Orponen, Thorn Thaler, and Harri Haanpää. Lifetime maximization in wireless sensor networks by distributed binary search. In Roberto Verdone, editor, Proceedings of The 5th European Conference on Wireless Sensor Networks (EWSN 2008), volume 4913/2008 of Lecture Notes in Computer Science, pages 237–252, Berlin / Heidelberg, 2008. Springer-Verlag.
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2002Kai Puolamäki, Sami Hanhijärvi, and Gemma C. Garriga. An approximation ratio for biclustering. Information Processing Letters, 108(2):45–49, 2008.
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2001Sven Laur and Sylvain Pasini. Sas-based group authentication and key agreement protocols. In Public Key Cryptography - PKC 2008, 11th International Workshop on Practice and Theory in Public-Key Cryptography, Barcelona, Spain, March 9-12, 2008, volume 4939 of Lecture Notes in Computer Science, pages 197–213. Springer, 2008.
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2000Sven Laur. Cryptographic Protocol Design. Doctoral dissertation, Helsinki University of Technology, 2008. TKK Dissertations in Information and Computer Science, TKK-ISC-D2.
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1999Mika Sulkava. Learning from environmental data: methods for analysis of forest nutrition time series. D.Sc. thesis, Helsinki University of Technology, Dissertations in Computer and Information Science, Report D24, Espoo, Finland, January 2008.
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1998Hans van Maaren and Siert Wieringa. Finding guaranteed MUSes fast. In Hans Kleine Büning and Xishun Zhao, editors, Theory and Applications of Satisfiability Testing (SAT), volume 4996 of Lecture Notes in Computer Science, pages 291–304, 2008.
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1997Jaakko Talonen, Miki Sirola, and Jukka Parviainen. Leakage Detection by Adaptive Process Modeling. In Proceedings of DMIN'08, pages 49 – 52, 2008.
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1996Timo Honkela, Ville Könönen, Tiina Lindh-Knuutila, and Mari-Sanna Paukkeri. Simulating processes of concept formation and communication. Journal of Economic Methodology, 15(3):245–259, 2008.
Info
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1995David Ellis, Mathias Creutz, Timo Honkela, and Mikko Kurimo. Speech to speech machine translation: Biblical chatter from Finnish to English. In Proceedings of the IJCNLP-08 Workshop on NLP for Less Privileged Languages, pages 123–130, Hyderabad, India, January 2008. Asian Federation of Natural Language Processing.
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See www.mt-archive.info ...
1994Markus Sadeniemi, Kimmo Kettunen, Tiina Lindh-Knuutila, and Timo Honkela. Complexity of European Union languages: A comparative approach. Journal of Quantitative Linguistics, 15(2):185–211, 2008.
Info
See www.informaworld.com ...
1993Anna-Mari Rusanen, Otto Lappi, Timo Honkela, and Mikael Nederström. Conceptual coherence in philosophy education - visualizing initial conceptions of philosophy students with self-organizing maps. In B. C. Love, K. McRae, and V. M. Sloutsky, editors, Proceedings of the 30th Annual Conference of the Cognitive Science Society, pages pp. 64–70, Austin, TX, 2008. Cognitive Science Society.
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See www.cis.hut.fi ...
1992Timo Honkela, Sami Virpioja, and Jaakko Väyrynen. Adaptive translation: Finding interlingual mappings using self-organizing maps. In Vera Kurková, Roman Neruda, and Jan Koutnik, editors, Proceedings of ICANN'08, volume 5163 of Lecture Notes in Computer Science, pages 603–612. Springer, 2008.
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1991M. Pöllä, T. Honkela, and X.Z. Gao. Biologically Inspired Clustering: Comparing the Neural and Immune Paradigms. In Proceedinsg of NICSO 2007, Nature Inspired Cooperative Strategies for Optimization, pages 179–188. Springer, 2008.
Info
See books.google.fi ...
1990Timo Honkela. Social construction of knowledge for medical research and practice: Epistemological interventions. Abstract and presentation in EASST 2008 Conference, The European Association for the Study of Science and Technology, 2008.
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1989Tommi Junttila and Jori Dubrovin. Encoding queues in satisfiability modulo theories based bounded model checking. In Iliano Cervesato, Helmut Veith, and Andrei Voronkov, editors, Logic for Programming, Artificial Intelligence, and Reasoning (LPAR'08), volume 5330 of Lecture Notes in Artificial Intelligence, pages 290–304. Springer, 2008.
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1988Tommi Vatanen, Mari-Sanna Paukkeri, Ilari T Nieminen, and Timo Honkela. Analyzing authors and articles using keyword extraction, self-organizing map and graph algorithms. In Proceedings of the AKRR08, pages 105–111, 2008.
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1987Jarkko Ylipaavalniemi and Ricardo Vigário. Analyzing consistency of independent components: An fMRI illustration. NeuroImage, 39(1):169–180, January 2008.
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See dx.doi.org ...

2007

1986Henrik Petander. A network mobility management architecture for a heterogeneous network environment. Research Report A108, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2007. Doctoral dissertation. ISBN 978-951-22-9098-7.
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1985Maarit Hietalahti, Mikko Särelä, Antti Tuominen, and Pekka Orponen. Security topics and mobility management in hierarchical ad hoc networks (Samoyed): Final report. Technical Report B22, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2007.
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1984Jori Dubrovin and Tommi Junttila. Symbolic model checking of hierarchical UML state machines. Technical Report B23, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2007.
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1983Jori Dubrovin, Tommi Junttila, and Keijo Heljanko. Symbolic step encodings for object based communicating state machines. Technical Report B24, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2007.
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1982Vesa Ojala. A slicer for UML state machines. Technical Report B25, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2007.
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1981Zhirong Yang, Zhijian Yuan, and Jorma Laaksonen. Projective non-negative matrix factorization with applications to facial image processing. International Journal on Pattern Recognition and Artificial Intelligence, 21(8):1353–1362, December 2007.
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1980Ville Viitaniemi and Jorma Laaksonen. Improving the accuracy of global feature fusion based image categorisation. In Bianca Falcidieno, Michela Spagnuolo, Yannis S. Avrithis, Ioannis Kompatsiaris, and Paul Buitelaar, editors, Proceedings of the 2nd International Conference on Semantic and Digital Media Technologies (SAMT 2007), volume 4669 of Lecture Notes in Computer Science, pages 1–14, Genova, Italy, December 2007. Springer.
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1979Aristides Gionis, Heikki Mannila, Taneli Mielikainen, and Panayiotis Tsaparas. Assessing data mining results via swap randomization. ACM Transactions on Knowledge Discovery from Data (TKDD), 1(3), December 2007. Article No. 14.
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1978Juuso Parkkinen and Samuel Kaski. Searching for functional gene modules with interaction component models. In Proceedings of the NIPS 2007 workshop on Machine Learning in Computational Biology, Whistler, BC, Canada, December 7 2007. Extended Abstract.
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1977S. Luyssaert, I. Inglima, R. Ceulemans, P. Ciais, A. J. Dolman, J. Grace, Jaakko Hollmén, B. E. Law, G. Matteucci, D. Papale, S. L. Piao, M. Reichstein, E.-D. Schulze, Mika Sulkava, J. Tang, and I. A. Janssens. Unravelling nitrogen deposition effects on carbon cycling in forests. Eos, Transactions, American Geophysical Union, 88(52), December 2007. Fall Meeting Supplement, Abstract B32B-02.
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1976Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arısoy, Murat Saraclar, and Andreas Stolcke. Morph-based speech recognition and modeling of out-of-vocabulary words across languages. ACM Transactions on Speech and Language Processing, 5(1), December 2007.
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1975Federico Montesino-Pouzols, Angel Barriga, Diego R. Lopez, and Santiago Sánchez-Solano. Open FPGA-Based Development Platform for Fuzzy Systems with Applications to Communications. In XXII Conference on Design of Circuits and Integrated Systems (DCIS'07), pages 323–328, Seville, Spain, November 2007.
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1974Markus Koskela, Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen, and Philip Prentis. PicSOM experiments in TRECVID 2007. In Proceedings of the TRECVID 2007 Workshop, Gaithersburg, MD, USA, November 2007. Available online at http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html.
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1973Amaury Lendasse and Francesco Corona. Optimal linear projection based on noise variance estimation. In Proceedings of Chimiométrie 2007, Lyon (France), pages 165–168, November 29-30 2007.
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1972Amaury Lendasse, Francesco Corona, Satu-Pia Reinikainen, and Pentti Minkkinen. Functional variable selection using noise variance estimation. In Proceedings of Chimiométrie 2007, Lyon (France), pages 39–42, November 29-30 2007.
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1971Mikko Alava, John Ardelius, Erik Aurell, Petteri Kaski, Supriya Krishnamurthy, Pekka Orponen, and Sakari Seitz. Circumspect descent prevails in solving random constraint satisfaction problems. Technical Report 0711.4902, arXiv.org, November 2007.
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See arxiv.org ...
1970Tomi Janhunen and Emilia Oikarinen. Automated verification of weak equivalence within the smodels system. Theory and Practice of Logic Programming, 7(6):697–744, November 2007.
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1969Antti Sorjamaa, Jin Hao, Nima Reyhani, Yongnan Ji, and Amaury Lendasse. Methodology for long-term prediction of time series. Neurocomputing, 70(16-18):2861–2869, October 2007.
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1968Robert Gwadera, Janne Toivola, and Jaakko Hollmén. Segmenting multi-attribute sequences using dynamic Bayesian networks. In Anthony K.H. Tung, Quiming Zhu, Naren Ramakrishnan, Osmar R. Zaïane, Yong Shi, Christopher W. Clifton, and Xindong Wu, editors, Proceedings of the Seventh IEEE International Conference on Data Mining — Workshops (ICDM Workshops 2007), pages 465–470, Washington DC, USA, October 2007. IEEE Computer Society.
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1967Rashi Gupta, Salla Ruosaari, Sangita Kulathinal, Jaakko Hollmén, and Petri Auvinen. Microarray image segmentation using additional dye — an experimental study. Molecular and Cellular Probes, 21(5–6):321–328, October–December 2007.
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1966Robert Gwadera, Janne Toivola, and Jaakko Hollmén. Segmenting multi-attribute sequences using dynamic bayesian networks. In Anthony K.H. Tung, Quiming Zhu, Naren Ramakrishnan, Osmar R. Zaiane, Yong Shi, Christopher W. Clifton, and Xindong Wu, editors, Proceedings of The Seventh IEEE International Conference on Data Mining — Workshops (ICDM Workshops 2007), pages 465–470, Washington, DC, USA, October 2007. IEEE Computer Society.
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1965Jaakko Hollmén. Model selection and estimation via subjective user preferences. In V. Corruble, M. Takeda, and E. Suzuki, editors, Proceedings of The Tenth International Conference on Discovery Science (DS-2007), volume 4755 of Lecture Notes in Artificial Intelligence, pages 259–263, Sendai, Japan, October 2007. Springer-Verlag.
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1964Nima Reyhani Yongnan Ji Antti Sorjamaa, Jin Hao and Amaury Lendasse. Methodology for long-term prediction of time series. Neurocomputing, 70(16-18):2861–2869, October 2007.
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1963S. Luyssaert, I. A. Janssens, Mika Sulkava, D. Papale, A. J. Dolman, M. Reichstein, Jaakko Hollmén, J. G. Martin, T. Suni, T. Vesala, D. Loustau, B. E. Law, and E. J. Moors. Photosynthesis drives anomalies in net carbon-exchange of pine forests at different latitudes. Global Change Biology, 13(10):2110–2127, October 2007.
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1962Dmitrij Lagutin and Hannu H. Kari. Controlling incoming connections using certificates and distributed hash tables. In Proceedins of The 7th International Conference on Next Generation Teletraffic and Wired/Wireless Advanced Networking (NEW2AN 2007), volume 4712 of Lecture Notes in Computer Science, pages 455–467, St. Petersburg, Russia, Sep 2007. Springer-Verlag.
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1961Emilia Oikarinen and Tomi Janhunen. A linear transformation from prioritized circumscription to disjunctive logic programming. In Verónica Dahl and Ilkka Niemelä, editors, Proceedings of the 23rd International Conference on Logic Programming (ICLP 2007), volume 4670 of Lecture Notes in Computer Science, pages 440–441, Porto, Portugal, September 2007. Springer. Poster.
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1960Emilia Oikarinen. Modular answer set programming. In Verónica Dahl and Ilkka Niemelä, editors, Proceedings of the 23rd International Conference on Logic Programming (ICLP 2007), volume 4670 of Lecture Notes in Computer Science, pages 462–463, Porto, Portugal, September 2007. Springer. Doctoral Consortium research summary.
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1959Emilia Oikarinen and Tomi Janhunen. A translation-based approach to the verification of modular equivalence. In Stefania Costantini and Richard Watson, editors, Proceedings of the 4th Workshop on Answer Set Programming; Advances in Theory and Implementation (ASP 2007), pages 255–269, Porto, Portugal, September 2007.
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1958Jaakko Hollmén and Jarkko Tikka. Compact and understandable descriptions of mixture of bernoulli distributions. In M.R. Berthold, J. Shawe-Taylor, and N. Lavrac, editors, Proceedings of the 7th International Symposium on Intelligent Data Analysis (IDA 2007), volume 4723 of Lecture Notes in Computer Science, pages 1–12, Ljubljana, Slovenia, September 2007. Springer-Verlag.
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1957Zhirong Yang and Jorma Laaksonen. Face recognition using Parzenfaces. In Proceedings of International Conference on Artificial Neural Networks (ICANN'07), volume 4669 of Lecture Notes in Computer Science, pages 200–209, Porto, Portugal, September 2007. Springer.
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1956Markus Koskela, Mats Sjöberg, Jorma Laaksonen, Ville Viitaniemi, and Hannes Muurinen. Rushes summarization with self-organizing maps. In Proceedings of the TRECVID Workshop on Video Summarization (TVS'07), pages 45–49, Augsburg, Germany, September 2007. ACM Press. Available online at http://dx.doi.org/10.1145/1290031.1290039.
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1955Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, András Bencz'ur, Mátyás Brendel, Bálint Daróczy, Hugo Jair Escalante Balderas, Theo Gevers, Carlos Arturo Hernández Gracidas, Steven C. H. Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marin Castro, Hermann Ney, Xiaoguang Rui, Nicu Sebe, Julian Stöttinger, and Lei Wu. Overview of the ImageCLEF 2007 Object Retrieval Task. In Working notes of the CLEF 2007 Workshop, Budapest, Hungary, September 2007.
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1954Ville Viitaniemi and Jorma Laaksonen. Thoughts on evaluation of image retrieval inspired by ImageCLEF 2007 object retrieval task. In Proceedings of 3rd MUSCLE/ImageCLEF Workshop on Image and Video Retrieval Evaluation, Budapest, Hungary, September 2007. Available online at http://muscle.prip.tuwien.ac.at/.
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1953Mikko Kurimo, Mathias Creutz, and Ville Turunen. Unsupervised morpheme analysis evaluation by ir experiments - morpho challenge 2007. In Alessandro Nardi and Carol Peters, editors, Working Notes for the CLEF 2007 Workshop. CLEF, September 2007. Invited paper.
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1952Mikko Kurimo, Mathias Creutz, and Matti Varjokallio. Unsupervised morpheme analysis evaluation by a comparison to a linguistic gold standard - morpho challenge 2007. In Alessandro Nardi and Carol Peters, editors, Working Notes for the CLEF 2007 Workshop. CLEF, September 2007. Invited paper.
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1951Mikko Kurimo, Mathias Creutz, and Ville Turunen. Overview of morpho challenge in clef 2007. In Alessandro Nardi and Carol Peters, editors, Working Notes for the CLEF 2007 Workshop. CLEF, September 2007. Invited paper.
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1950Tapani Raiko, Alexander Ilin, and Juha Karhunen. Principal component analysis for large scale problems with lots of missing values. In Proceedings of the 18th European Conference on Machine Learning (ECML 2007), volume 4701 of Lecture Notes in Artificial Intelligence, pages 691–698, Warsaw, Poland, September 2007. Springer-Verlag, Berlin.
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1949Sami Virpioja, Jaakko J. Väyrynen, Mathias Creutz, and Markus Sadeniemi. Morphology-aware statistical machine translation based on morphs induced in an unsupervised manner. In Proceedings of the Machine Translation Summit XI, pages 491–498, Copenhagen, Denmark, September 2007.
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1948Jarkko Ylipaavalniemi and Ricardo Vigário. Subspaces of spatially varying independent components in fMRI. In 7th International Conference on Independent Component Analysis and Signal Separation (ICA 2007), pages 665–672, London, UK, September 2007.
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1947Yoan Miche, Patrick Bas, Amaury Lendasse, Olli Simula, and Christian Jutten. Avantages de la sélection de caractéristiques pour la stéganalyse. In GRETSI 2007, Groupe de Recherche et d'Etudes du Traitement du Signal et des Images, Troyes, France, Troyes, France, September 11-13 2007.
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1946Antti Sorjamaa, Elia Liitiäinen, and Amaury Lendasse. Time series prediction as a problem of missing values: Application to ESTSP2007 and NN3 competition benchmarks. In IJCNN, International Joint Conference on Neural Networks, pages 1770–1775, Orlando, Florida, USA, August 12-17 2007. Documation LLC, Eau Claire, Wisconsin, USA.
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1945Matti Järvisalo. Impact of restricted branching on clause learning SAT solving. Research Report A107, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, August 2007. ISBN 978-951-22-8907-3.
NOTE: Reprint of Licentiate's thesis; see URL below.
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1944Elia Liitiäinen and Amaury Lendasse. Variable scaling for time series prediction: Application to the ESTSP'07 and the NN3 forecasting competitions. In IJCNN 2007, International Joint Conference on Neural Networks, Orlando, Florida, USA, pages 2812 – 2816. Documation LLC, Eau Claire, Wisconsin, USA, August 2007.
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1943Francesco Corona, Elia Liitiäinen, Amaury Lendasse, and Roberto Baratti. Measures of topological relevance based on the self-organizing map: Applications to process monitoring from spectroscopic measurements. In Proceedings of EANN 2007, International Conference on Engineering Applications of Neural Networks, Thessaloniki (Greece), pages 24–33, August 29-31 2007.
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1942Jaakko J. Väyrynen, Lasse Lindqvist, and Timo Honkela. Sparse distributed representations for words with thresholded independent component analysis. In Jennie Si and Ron Sun, editors, Proceedings of the International Joint Conference on Neural Networks (IJCNN 2007), pages 1031–1036. IEEE, August 2007.
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1941Markus Koskela, Alan F. Smeaton, and Jorma Laaksonen. Measuring concept similarities in multimedia ontologies: Analysis and evaluations. IEEE Transactions on Multimedia, 9(5):912–922, August 2007.
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1940Zhirong Yang and Jorma Laaksonen. Approximated geodesic updates with principal natural gradients. In Proceedings of The 2007 International Joint Conference on Neural Networks (IJCNN 2007), pages 1320–1325, Orlando, USA, August 2007.
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1939Amaury Lendasse, Erkki Oja, Olli Simula, and Michel Verleysen. Time series prediction competition: The CATS benchmark. Neurocomputing, 70(13-15):2325–2329, August 2007.
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1938Vesa Siivola, Mathias Creutz, and Mikko Kurimo. Morfessor and varikn machine learning tools for speech and language technology. In Proceedings of the 8th Annual Conference of the International Speech Communication Association, pages 1549–1552. ISCA, August 2007.
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1937Matti Pöllä and Timo Honkela. Probabilistic text change detection using an immune model. In Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, pages 1109–1114, Orlando, Florida, August 2007.
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1936Tapani Raiko. Higher order statistics in play-out analysis (extended abstract). In Proceedings of the 5th International Workshop on Mining and Learning with Graphs, MLG'07, Firenze, Italy, August 2007.
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1935Mika Sulkava, Harri Mäkinen, Pekka Nöjd, and Jaakko Hollmén. CUSUM charts for detecting onset and cessation of xylem formation based on automated dendrometer data. In Ivana Horová and Jiří Hřebícek, editors, TIES 2007 – 18th annual meeting of the International Environmetrics Society, Book of Abstracts, page 111, Mikulov, Czech Republic, August 2007. The International Environmetrics Society, Masaryk University.
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1934Harriet Wikman, Salla Ruosaari, Penny Nymark, Virinder K. Sarhadi, Juha Saharinen, Esa Vanhala, Antti Karjalainen, Jaakko Hollmén, Sakari Knuutila, and Sisko Anttila. Gene expression and copy number profiling suggests the importance of allelic imbalance in 19p in asbestos-associated lung cancer. Oncogene, 26(32):4730–4737, July 2007. Nature Publishing Group.
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1933Matthieu Molinier, Jorma Laaksonen, Yrjö Rauste, and Tuomas Häme. Detecting changes in polarimetric SAR data with content-based image retrieval. In Proceedings of IEEE International Geoscience And Remote Sensing Symposium, Barcelona, Spain, July 2007. IEEE.
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1932Ville Viitaniemi and Jorma Laaksonen. Evaluating the performance in automatic image annotation: example case by adaptive fusion of global image features. Signal Processing: Image Communications, 22(6):557–568, July 2007.
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1931Konstantinos Stamatakis, Konstantinos Chandrinos, Vangelis Karkaletsis, Miquel Angel Mayer, Dagmar Villarroel Gonzales, Martin Labský, Enrique Amigó, and Matti Pöllä. AQUA, a system assisting labelling experts assess health web resources. In Proceedings of 12th International Symposium for Health Information Management Research, iSHIMR 2007, Sheffield, UK, July 2007. to appear.
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1930Konstantinos Stamatakis, Vangelis Metsis, Vangelis Karkaletsis, Marek Raccent23uzi cka, Vojtech Svátek, Enrique Amigó Cabrera, and Matti Pöllä. Content collection for the labeling of health-related web content. In Proceedings of 11th Conference on Artificial Intelligence in Medicine (AIME 07), Amsterdam, The Netherlands, July 2007. to appear.
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1929Merja Oja, Jaakko Peltonen, Jonas Blomberg, and Samuel Kaski. Estimating human endogeneous retrovirus activities in various tissues with a hidden Markov mixture model. In Intelligent Systems for Molecular Biology & European Conference on Computational Biology 2007 (ISMB/ECCB 2007), Vienna, Austria, July 21-25 2007. Poster.
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1928Vesa Siivola, Teemu Hirsimäki, and Sami Virpioja. On growing and pruning Kneser-Ney smoothed n-gram models. IEEE Transactions on Audio, Speech and Language Processing, 15(5):1617–1624, July 2007.
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1927Elia Liitiäinen, Francesco Corona, and Amaury Lendasse. Non-parametric residual variance estimation in supervised learning. In Francisco Sandoval et al., editor, Lecture Notes in Computer Science: Computational and Ambient Intelligence - Proceedings of IWANN 2007 International Work-Conference on Artificial Neural Networks, San Sebastian (Spain), volume 4507/2007 of Lecture Notes in Computer Science, pages 63–71. Springer-Verlag, June 20-22 2007.
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1926Francesco Corona, Elia Liitiäinen, and Amaury Lendasse. Using functional representations in spectrophotoscopic variables selection and regression. In Proceedings of SSC10 Scandinavian Symposium on Chemometrics, Lappeenranta (Finland), page 29, June 11-15 2007.
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1925Francesco Corona, Lorenzo Sassu, Stefano Melis, and Roberto Baratti. Measure of topological relevance for soft sensing product properties. In Proceedings of IFAC/DYCOPS 2007 International Symposium on Dynamics and Control of Process Systems, Cancun (Mexico), pages 175–180, June 6-8 2007.
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1924Hannes Heikinheimo, Mikael Fortelius, Jussi Eronen, and Heikki Mannila. Biogeography of european land mammals shows environmentally distinct and spatially coherent clusters. Journal of Biogeography, 34(6):1053–1064, June 2007.
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1923Zhirong Yang and Jorma Laaksonen. Regularized neighborhood component analysis. In Proceedings of 15th Scandinavian Conference on Image Analysis (SCIA), pages 253–262, Aalborg, Denmark, June 2007.
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1922Hannes Muurinen and Jorma Laaksonen. Video segmentation and shot boundary detection using self-organizing maps. In Proceedings of 15th Scandinavian Conference on Image Analysis (SCIA 2007), pages 770–779, Aalborg, Denmark, June 2007.
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1921Ville Viitaniemi and Jorma Laaksonen. Evaluating performance of automatic image annotation: example case by fusing global image features. In Proceedings of Fifth International Workshop on Content-Based Multimedia Indexing (CBMI 2007), pages 251–258, Bordeaux, France, June 2007.
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1920Ville Viitaniemi and Jorma Laaksonen. Empirical investigations on benchmark tasks for automatic image annotation. In Proceedings of the 9th International Conference on Visual Information Systems (VISUAL 2007), volume 4781 of Lecture Notes in Computer Science, pages 93–104. Springer, June 2007.
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1919Tuomas Kärnä and Amaury Lendasse. Gaussian fitting based FDA for chemometrics. In Francisco Sandoval et al., editor, IWANN'07, International Work-Conference on Artificial Neural Networks, San Sebastian, Spain, volume 4507 of Lecture Notes in Computer Science, pages 186–193. Springer Berlin / Heidelberg, June 2007.
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1918Tuomas Kärnä and Amaury Lendasse. Optimal gaussian basis functions for chemometrics. In SSC10, 10th Scandinavian Symposium on Chemometrics, Lappeenranta (Finland), page 79, June 11-15 2007.
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1917Amaury Lendasse and Francesco Corona. Optimal linear projection based on noise variance estimation: Application to spectrometric modeling. In Proceedings of SSC10 Scandinavian Symposium on Chemometrics, Lappeenranta (Finland), page 26, June 11-15 2007.
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1916Qi Yu, Eric Séverin, and Amaury Lendasse. Variable selection for financial modeling. In CEF 2007, 13th International Conference on Computing in Economics and Finance Montréal, Quebec, Canada, pages 237–241, June 14 -16 2007.
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1915Mika Sulkava, Sebastiaan Luyssaert, Pasi Rautio, Ivan A. Janssens, and Jaakko Hollmén. Modeling the effects of varying data quality on trend detection in environmental monitoring. Ecological Informatics, 2(2):167–176, June 2007.
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1914Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, and Olli Simula. Advantages of using feature selection techniques on steganalysis schemes. In Francisco Sandoval et al., editor, IWANN'07: International Work-Conference on Artificial Neural Networks, San Sebastian, Spain, volume 4507/2007 of Lecture Notes in Computer Science, pages 606–613. Springer Berlin / Heidelberg, June 20-22 2007.
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1913Yoan Miche, Patrick Bas, Amaury Lendasse, Christian Jutten, and Olli Simula. Extracting relevant features of steganographic schemes by feature selection techniques. In Wacha'07: Third Wavilla Challenge, Saint-Malo, France, June 14 2007.
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1912Antti Sorjamaa, Paul Merlin, Bertrand Maillet, and Amaury Lendasse. A nonlinear approach for the determination of missing values in temporal databases. In MASHS, Computational Methods for Modelling and learning in Social and Human Sciences, Brest (France), May 10-11 2007.
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1911Emilia Oikarinen. Modularity in smodels programs. In Chitta Baral, Gerhard Brewka, and John Schlipf, editors, Logic Programming and Nonmonotonic Reasoning, 9th International Conference on Logic Programming and Nonmonotonic Reasoning LPNMR 2007, Tempe, AZ, USA, May 2007, Proceedings, volume 4483 of Lecture Notes in Artificial Intelligence, pages 321–326, Tempe, Arizona, USA, May 2007. Springer-Verlag. Poster.
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1910Emilia Oikarinen. Modular answer set programming. In Veli Mäkinen, Greger Lindén, and Hannu Toivonen, editors, Summer School on Algorithmic Data Analysis (SADA 2007) and Annual Hecse Poster Session. Poster Abstracts, Series of Publications B, Report B-2007-4, page 62. Helsinki University Printing House, May 2007.
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1909Qi Yu, Eric Séverin, and Amaury Lendasse. A global methodology for variable selection: Application to financial modeling. In Mashs 2007, Computational Methods for Modelling and learning in Social and Human Sciences, Brest (France), May 10-11 2007.
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1908Mika Sulkava. Modeling how varying data quality affects the ability to detect trends in environmental time series. In Veli Mäkinen, Greger Lindén, and Hannu Toivonen, editors, Summer School on Algorithmic Data Analysis (SADA 2007) and Annual Hecse Poster Session, Abstract proceedings, volume B-2007-4 of Series of Publications B, page 104, Helsinki, Finland, May/June 2007. University of Helsinki, Department of Computer Science, Helsinki University Printing House.
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1907Tomi Janhunen, Emilia Oikarinen, Hans Tompits, and Stefan Woltran. Modularity aspects of disjunctive stable models. In Chitta Baral, Gerhard Brewka, and John Schlipf, editors, Proceedings of the 9th International Conference on Logic Programming and Nonmonotonic Reasoning, pages 175–187, Tempe, Arizona, USA, May 2007. Springer-Verlag.
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1906Tomi Janhunen. Intermediate languages of ASP systems and tools. In Marina De Vos and Torsten Schaub, editors, Proceedings of the 1st International Workshop on Software Engineering for Answer Set Programming, number CSBU-2007-05 in Deparment of Computer Science, University of Bath, Technical Report Series, pages 12–25, Tempe, Arizona, USA, May 2007.
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1905Antti Sorjamaa, Paul Merlin, Bertrand Maillet, and Amaury Lendasse. SOM+EOF for finding missing values. In M. Verleysen, editor, ESANN 2007, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 115–120. d-side publ. (Evere, Belgium), April 25-27 2007.
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1904Elia Liitiäinen, Francesco Corona, and Amaury Lendasse. Nearest neighbor distributions and noise variance estimation. In M. Verleysen, editor, Proceedings of ESANN 2007, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 67–72. d-side publ. (Evere, Belgium), April 25-27 2007.
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1903Emilia Oikarinen. circ2dlp 2.1 — a linear translation from prioritized circumscription to disjunctive logic programming, April 2007. Computer Program.
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1902Matthieu Molinier, Jorma Laaksonen, and Tuomas Häme. Detecting man-made structures and changes in satellite imagery with a content-based information retrieval system built on self-organizing maps. IEEE Transactions on Geoscience and Remote Sensing, 45(4):861–874, April 2007.
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1901J. Vandewalle, J. Suykens, B. De Moor, and Amaury Lendasse. State-of-the-art and evolution in public data sets and competitions for system identification, time series prediction and pattern recognition. In 32nd International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hawaii Convention Center in Honolulu (USA), volume 4, pages 1269–1272, April 15-20 2007.
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1900Mathias Creutz, Teemu Hirsimäki, Mikko Kurimo, Antti Puurula, Janne Pylkkönen, Vesa Siivola, Matti Varjokallio, Ebru Arısoy, Murat Saraclar, and Andreas Stolcke. Analysis of morph-based speech recognition and the modeling of out-of-vocabulary words across languages. In Proceedings of Human Language Technologies: The Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT), Rochester, NY, USA, April 2007.
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1899Teemu Hirsimäki. On compressing n-gram language models. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages IV–949–952, Honolulu, HI, USA, April 2007. Poster.
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1898Ulpu Remes, Janne Pylkkönen, and Mikko Kurimo. Segregation of speakers for speaker adaptation in TV news audio. In Proc. IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2007, pages 481–484, Honolulu, HI, USA, April 15–20 2007.
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1897Jarkko Ylipaavalniemi, Eerika Savia, Ricardo Vigário, and Samuel Kaski. Functional elements and networks in fMRI. In 15th European Symposium on Artificial Neural Networks (ESANN 2007), pages 561–566, Bruges, Belgium, April 2007. Poster.
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1896Matthieu Molinier, Jorma Laaksonen, and Tuomas Häme. Change detection. GEO: connexion, 6(3):36–38, March 2007.
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1895Olli Simula, Amaury Lendasse, Francesco Corona, Satu-Pia Reinikainen, Marja-Liisa Riekkola, Kari Hartonen, Ilppo Vuorinen, and Jukka Silén. Developing chemometrics with the tools of information sciences (CHESS) – MASIT23. In MASI Programme 2005-2009, Yearbook 2007, pages 201–221. Libris Oy, March 2007.
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1894Antti Sorjamaa and Amaury Lendasse. Time series prediction as a problem of missing values. In ESTSP 2007, European Symposium on Time Series Prediction, Espoo (Finland), pages 165–174, February 7-9 2007.
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1893Francesco Corona and Amaury Lendasse. Variable scaling for time series prediction. In Proceedings of ESTSP 2007, European Symposium on Time Series Prediction, Espoo (Finland), pages 69–76, February 7-9 2007.
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1892Jarkko Tikka and Jaakko Hollmén. Long-term prediction of time series using a parsimonious set of inputs and LS-SVM. In Amaury Lendasse, editor, Proceedings of the First Symposium on Time Series Prediction (ESTSP'07), pages 87–96, February 2007. Espoo, Finland.
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1891Nima Reyhani and Amaury Lendasse. An empirical dependence measures based on residual variance estimation. In ISSPA 2007, International Symposium on Signal Processing and its Applications in conjunction with the International Conference on Information Sciences, Signal Processing and its Applications, Sharjah, United Arab Emirates (U.A.E.), pages 1–4, February 12-15 2007.
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1890Tuomas Kärnä and Amaury Lendasse. Comparison of FDA based time series prediction methods. In ESTSP 2007, European Symposium on Time Series Prediction, Espoo (Finland), pages 77–86, February 7-9 2007.
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1889Nima Reyhani and Amaury Lendasse. An empirical dependence measures based on residual variance estimation. In ISSPA 2007, International Symposium on Signal Processing and its Applications in conjunction with the International Conference on Information Sciences, Signal Processing and its Applications, Sharjah, United Arab Emirates (U.A.E.), February 12-15 2007.
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1888Antti Honkela, Jeremias Seppä, and Esa Alhoniemi. Agglomerative independent variable group analysis. In Proc. 15th European Symposium on Artificial Neural Networks (ESANN 2007), pages 55–60, Bruges, Belgium, 2007.
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1887Antti Honkela, Harri Valpola, Alexander Ilin, and Juha Karhunen. Blind separation of nonlinear mixtures by variational Bayesian learning. Digital Signal Processing, 17(5):914–934, 2007.
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1886Antti Honkela, Matti Tornio, Tapani Raiko, and Juha Karhunen. Natural conjugate gradient in variational inference (abstract). In The Learning Workshop, San Juan, Puerto Rico, 2007.
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1885Esa Alhoniemi, Antti Honkela, Krista Lagus, Jeremias Seppä, Paul Wagner, and Harri Valpola. Compact modeling of data using independent variable group analysis. IEEE Transactions on Neural Networks, 18(6):1762–1776, 2007.
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1884Matti Tornio, Antti Honkela, and Juha Karhunen. Time series prediction with variational Bayesian nonlinear state-space models. In Proceedings of the European Symposium on Time Series Prediction (ESTSP 2007), pages 11–19, Espoo, Finland, 2007.
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1883Alexander Ilin, Harri Valpola, and Erkki Oja. Finding interesting climate phenomena by exploratory statistical techniques. In Proceedings of the Fifth Conference on Artificial Intelligence Applications to Environmental Science as part of the 87th Annual Meeting of the American Meteorological Society, San Antonio, TX, USA, January 2007.
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1882Antti Ukkonen. Visualizing sets of partial rankings. In Advances in Intelligent Data Analysis VII, number 4723 in Lecture Notes in Computer Science, pages 240–251. Springer, Berlin / Heidelberg, 2007.
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1881Antti Ukkonen and Heikki Mannila. Finding outlying items in sets of partial rankings. In Knowledge Discovery in Databases: PKDD 2007, number 4702 in Lecture Notes in Artificial Intelligence, pages 265–276. Springer, Berlin / Heidelberg, 2007.
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1880Billy Bob Brumley and Kaisa Nyberg. Differential properties of elliptic curves and blind signatures. In Juan A. Garay, Arjen K. Lenstra, Masahiro Mambo, and René Peralta, editors, Information Security, 10th International Conference, ISC 2007, Valparaíso, Chile, October 9-12, 2007, Proceedings, volume 4779 of Lecture Notes in Computer Science, pages 376–389. Springer, 2007.
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1879Billy Bob Brumley and Kimmo U. Järvinen. Koblitz curves and integer equivalents of Frobenius expansions. In Carlisle M. Adams, Ali Miri, and Michael J. Wiener, editors, Selected Areas in Cryptography, 14th International Workshop, SAC 2007, Ottawa, Canada, August 16-17, 2007, Revised Selected Papers, volume 4876 of Lecture Notes in Computer Science, pages 126–137. Springer, 2007.
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1878Harri Haanpää, editor. Annual report for the year 2006. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, 2007.
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1877Matti Järvisalo. Impact of Restricted Branching on Clause Learning SAT Solving. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2007.
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1876Maarit Hietalahti. Requirements for a security architecture for clustered ad-hoc networks. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2007.
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1875Sami Kauppinen. Trust evaluation in component-based software architecture. Master's thesis, Helsinki University of Technology, Department of Computer Scienceand Engineering, Laboratory for Theoretical Computer Science, 2007.
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1874Risto Hakala. Linear cryptanalysis of two stream ciphers. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2007.
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1873Samuli Larvala. Differential compression for efficient software updating. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2007.
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1872Antti J. Tuominen. Managing global connectivity with IPv6 in heterogeneous mobility scenarios. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2007.
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1871Janne Lundberg. A proof of concept PLA implementation, 2007. Computer program.
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1870Sven Laur and Helger Lipmaa. A new protocol for conditional disclosure of secrets and its applications. In Jonathan Katz and Moti Yung, editors, Applied Cryptography and Network Security, 5th International Conference, ACNS 2007, Zhuhai, China, June 5-8, 2007, Proceedings, volume 4521 of Lecture Notes in Computer Science, pages 207–225. Springer, 2007.
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1869Ahto Buldas and Sven Laur. Knowledge-binding commitments with applications in time-stamping. In Tatsuaki Okamoto and Xiaoyun Wang, editors, Public Key Cryptography - PKC 2007, 10th International Conference on Practice and Theory in Public-Key Cryptography, Beijing, China, April 16-20, 2007, Proceedings, volume 4450 of Lecture Notes in Computer Science, pages 150–165. Springer, 2007.
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1868Maarit Hietalahti. A clustering-based group key agreement protocol for ad-hoc networks. In 3rd Workshop on Cryptography for Ad hoc Networks (WCAN 2007), July 8th, 2007, Wroclaw, Poland, 2007.
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1867Philippe Dumas, Helger Lipmaa, and Johan Wallén. Asymptotic behaviour of a non-commutative rational series with a nonnegative linear representation. Discrete Mathematics and Theoretical Computer Science, 9(1):247–274, 2007.
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1866Jukka Honkola, Sari Leppänen, Pasi Rinne-Rahkola, Martti Söderlund, Markku Turunen, and Kimmo Varpaaniemi. Applying Lyra in modeling S60 camera functionality. In John Leaney, Jerzy W. Rozenblit, and Jianfeng Peng, editors, Proceedings of the 14th Annual IEEE International Conference and Workshops on the Engineering of Computer-Based Systems, ECBS 2007, Raising Expectations of Computer-Based Systems, pages 25–36. IEEE Computer Society Press, 2007.
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1865Eugen Czeizler. The Inverse Neighborhood Problem and Applications of Welch Sets in Automata Theory. PhD thesis, University of Turku, Department of Mathematics, Turku Center for Computer Science, Dissertations No. 85, Turku, Finland, 2007. Honours: The thesis was approved ``with honours´´.
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1864Thomas Gärtner and Gemma C. Garriga. The cost of learning directed cuts. In ECML, pages 152–163, 2007.
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1863Gemma C. Garriga, Hannes Heikinheimo, and Jouni K. Seppänen. Cross-mining binary and numerical attributes. In ICDM, pages 481–486, 2007.
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1862Harri Haanpää and Patric R. J. Östergård. Sets in Abelian groups with distinct sums of pairs. Journal of Number Theory, 123:144–153, 2007.
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1861Harri Haanpää, André Schumacher, Thorn Thaler, and Pekka Orponen. Distributed computation of maximum lifetime spanning subgraphs in sensor networks. In Hongke Zhang, Stephan Olariu, Jiannong Cao, and David B. Johnson, editors, Proceedings of The 3rd International Conference on Mobile Ad-hoc and Sensor Networks (MSN 2007), volume 4864 of Lecture Notes in Computer Science, pages 445–456, Berlin / Heidelberg, 2007. Springer.
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1860Hannes Heikinheimo, Eino Hinkanen, Heikki Mannila, Taneli Mielikäinen, and Jouni K. Seppänen. Finding low-entropy sets and trees from binary data. In 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pages 350–359, 2007.
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1859Gemma C. Garriga, Hannes Heikinheimo, and Jouni K. Seppänen. Cross-mining binary and numerical attributes. In IEEE International Conference on Data Mining (ICDM), pages 481–486, 2007. Poster.
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1858Verónica Dahl and Ilkka Niemelä, editors. Logic Programming, 23rd International Conference, ICLP 2007, Porto, Portugal, September 8-13, 2007, Proceedings, volume 4670 of Lecture Notes in Computer Science. Springer, 2007.
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1857Janne Toivola. Modular specification of dynamic Bayesian networks for time series analysis. Master's thesis, Helsinki University of Technology, Espoo, Finland, January 2007.
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1856Jani Suomalainen, Jukka Valkonen, and N. Asokan. Security Associations in Personal Networks: A Comparative Analysis. In Frank Stajano, Catherine Meadows, Srdjan Capkun, and Tyler Moore, editors, Security and Privacy in Ad-hoc and Sensor Networks 4th European Workshop, ESAS 2007, Cambridge, UK, July 2-3, 2007, number 4572 in Lecture Notes in Computer Science, pages 43–57, 2007.
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1855Kaisa Nyberg and Jukka Valkonen. Wireless Group Security Using MAC Layer Multicast. In World of Wireless, Mobile and Multimedia Networks, 2007. WoWMoM 2007. IEEE International Symposium on a, pages 1–8, 2007.
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1854Jukka Valkonen, Aleksi Toivonen, and Kristiina Karvonen. Usability Testing for Secure Device Pairing in Home Networks. In Anne Bajart, Henrik Muller, and Thomas Strang, editors, UbiComp 2007 Workshop Proceedings, September 2007, Innsbruck, Austria, 2007.
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1853Jori Dubrovin. SMUML/Suboco 1.10 — an SMT-based UML bounded model checker, 2007. Computer program.
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See www.tcs.hut.fi ...
1852Jori Dubrovin. SMUML/Uboco 1.10 — a translator from UML models to NuSMV programs, 2007. Computer program.
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1851Harri Keski-Säntti, Timo Atula, Jarkko Tikka, Jaakko Hollmén, Antti A. Mäkitie, and Ilmo Leivo. Predictive value of histopathologic parameters in early squamous cell carcinoma of oral tongue. Oral Oncology, 43(10):1007–1013, 2007.
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1850Jarkko Tikka, Jaakko Hollmén, and Samuel Myllykangas. Mixture modeling of DNA copy number amplification patterns in cancer. In Francisco Sandoval, Alberto Prieto, Joan Cabestany, and Manuel Graña, editors, Proceedings of the 9th International Work-Conference on Artificial Neural Networks (IWANN 2007), volume 4507 of Lecture Notes in Computer Science, pages 972–979, San Sebastián, Spain, 2007. Springer-Verlag.
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1849Jaakko J. Väyrynen, Timo Honkela, and Lasse Lindqvist. Towards explicit semantic features using independent component analysis. In Magnus Sahlgren and Ola Knuttson, editors, Proceedings of the Workshop Semantic Content Acquisition and Representation (SCAR), pages 20–27. Swedish Institute of Computer Science, 2007. SICS Technical Report T2007:06.
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See eprints.sics.se ...
1848Zhirong Yang and Jorma Laaksonen. Multiplicative updates for non-negative projections. Neurocomputing, 71(1-3):363–373, 2007.
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1847Jorma Laaksonen, Markus Koskela, Mats Sjöberg, Ville Viitaniemi, and Hannes Muurinen. Video summarization with SOMs. In Proceedings of the 6th Int. Workshop on Self-Organizing Maps (WSOM 2007), Bielefeld, Germany, 2007. Available online at http://dx.doi.org/10.2390/biecoll-wsom2007-143.
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1846Juha Karhunen and Tomas Ukkonen. Extending ICA for finding jointly dependent components from two related data sets. Neurocomputing, 70(16-18):2969–2979, 2007.
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1845David Hardoon, John Shawe-Taylor, Antti Ajanki, Kai Puolamäki, and Samuel Kaski. Information retrieval by inferring implicit queries from eye movements. In International Conference on Artificial Intelligence and Statistics (AISTATS '07), 2007.
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1844Kai Puolamäki. T-61.3050: Machine learning: Basic principles. Available for download at http://www.cis.hut.fi/Opinnot/T-61.3050/2007/lectures, 2007. Lecturing material.
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1843Kaisa Nyberg and Risto Hakala. A key-recovery attack on SOBER-128. In Eli Biham, Helena Handschuh, Stefan Lucks, and Vincent Rijmen, editors, Symmetric Cryptography, number 07021 in Dagstuhl Seminar Proceedings. Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany, 2007.
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1842Kaisa Nyberg and Miia Hermelin. Multidimensional Walsh transform and a characterization of bent functions. In Tor Helleseth, P. Vijay Kumar, and Oyvind Ytrehus, editors, Proceedings of the 2007 IEEE Information Theory Workshop on Information Theory for Wireless Networks, pages 83–86. IEEE, 2007.
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1841Mathias Creutz and Krista Lagus. Unsupervised models for morpheme segmentation and morphology learning. ACM Transactions on Speech and Language Processing, 4(1), January 2007.
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1840Amaury Lendasse, editor. ESTSP 2007: Proceedings. Multiprint Oy / Otamedia, 2007. ISBN: 978-951-22-8601-0.
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1839Antti Ukkonen and Heikki Mannila. Finding outlying items in sets of partial rankings. In Knowledge Discovery in Databases: PKDD 2007, pages 265–276, 2007.
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1838Saara Hyvonen, Aristides Gionis, and Heikki Mannila. Recurrent predictive models for sequence segmentation. In Advances in Intelligent Data Analysis VII (IDA 2007), pages 195–206, 2007.
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1837Heikki Mannila and Evimaria Terzi. Nestedness and segmented nestedness. In Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD 2007), pages 480–489, 2007.
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1836Hannes Heikinheimo, Eino Hinkkanen, Heikki Mannila, Taneli Mielikainen, and Jouni Seppanen. Finding low-entropy sets and trees from binary data. In Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining (KDD 2007), pages 350–359, 2007.
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1835Niina Haiminen, Heikki Mannila, and Evimaria Terzi. Comparing segmentations by applying randomization techniques. BMC Bioinformatics, 8(171), 2007.
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1834Niina Haiminen and Heikki Mannila. Discovering isochores by least-squares optimal segmentation. Gene, 394(1-2):53–60, 2007.
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1833N. Landwehr, Taneli Mielikainen, Lauri Eronen, Hannu Toivonen, and Heikki Mannila. Constrained hidden markov models for population-based haplotyping. BMC Bioinformatics, 8(Suppl 2)(S9), 2007.
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1832A. Dasgupta, Gautam Das, and Heikki Mannila. A random walk approach to sampling hidden databases. In Proceedings of the 2007 ACM SIGMOD International Conference on Management of Data (SIGMOD 2007), pages 629–640, 2007.
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1831Alex Hinneburg, Heikki Mannila, Samuli Kaislaniemi, Terttu Nevalainen, and Helena Raumolin-Brunberg. How to handle small samples: Bootstrap and bayesian methods in the analysis of linguistic change. Literary and Linguistic Computing, 22(2):137–150, 2007.
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1830Hannes Heikinheimo, Mikael Fortelius, Jussi Eronen, and Heikki Mannila. Biogeography of european land mammals shows environmentally distinct and spatially coherent clusters. Journal of Biogeography, 34(6):1053–1064, 2007.
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1829Aristides Gionis, Heikki Mannila, and Panayiotis Tsaparas. Clustering aggregation. ACM Transactions on Knowledge Discovery from Data, 1(1), 2007.
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1828M. Sirola, G. Lampi, and J. Parviainen. Failure detection and separation in som based decision support. In Workshop on Self-Organizing Maps, 2007. Poster.
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1827Matti Varjokallio and Mikko Kurimo. Comparison of subspace methods for gaussian mixture models in speech recognition. In Proceedings of the INTERSPEECH 2007, pages 2121–2124, 2007.
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1826Ulpu Remes, Janne Pylkkönen, and Mikko Kurimo. Segregation of speakers for speaker adaptation in tv news audio. In IEEE International Conference on Acoustics, Speech and Signal Processing, 2007. ICASSP 2007., pages 481–484. IEEE, 2007.
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See ieeexplore.ieee.org ...
1825Antti Puurula and Mikko Kurimo. Vocabulary decomposition for estonian open vocabulary speech recognition. In 45th Annual Meeting of the Association for Computational Linguistics. ACL, 2007.
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See ufal.mff.cuni.cz ...
1824Matti Järvisalo. Restricted branching in clause learning DPLL. In Brahim Hnich and Kostas Stergiou, editors, Proceedings of the CP 2007 Doctoral Program, pages 55–60, 2007.
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See willow.engr.uconn.edu ...
1823Matti Järvisalo and Tommi Junttila. Limitations of restricted branching in clause learning. In Christian Bessiere, editor, Proceedings of the 13th International Conference on Principles and Practice of Constraint Programming (CP 2007), volume 4741 of Lecture Notes in Computer Science, pages 348–363. Springer, 2007.
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See www.tcs.hut.fi ...
1822Matti Järvisalo. Equivalence checking hardware multiplier designs, 2007. SAT Competition 2007 benchmark description. Available at http://www.satcompetition.org/2007/contestants.html.
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1821Matti Järvisalo. The effect of structural branching on the efficiency of clause learning SAT solving. In 14th RCRA Workshop: Experimental Evaluation of Algorithms for Solving Problems with Combinatorial Explosion, 2007. See http://pst.istc.cnr.it/RCRA07/program.html.
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1820Matti Järvisalo. Industrial-strength SAT solving and restricted branching. In Veli Mäkinen, Greger Lindén, and Hannu Toivonen, editors, Summer School on Algorithmic Data Analysis (SADA 2007) and Annual Hecse Poster Session. Abstract proceedings, Series of Publications B, Report B-2007-4, page 39. Helsinki University Printing House, 2007.
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1819Matti Järvisalo and Emilia Oikarinen. Extended ASP tableaux and rule redundancy in normal logic programs. In Verónica Dahl and Ilkka Niemelä, editors, Proceedings of the 23rd International Conference on Logic Programming (ICLP 2007), volume 4670 of Lecture Notes in Computer Science, pages 134–148. Springer, 2007.
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1818Mikaela Klami and Timo Honkela. Self-organized ordering of terms and documents in nsf awards data. In Proceedings of WSOM'07. University Library of Bielefeld, 2007.
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1817Nikolaj Tatti. Maximum entropy based significance of itemsets. In Proceedings of Seventh IEEE International Conference on Data Mining (ICDM 2007), pages 312–321, 2007.
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1816Nikolaj Tatti. Distances between data sets based on summary statistics. Journal of Machine Learning Research, 8:131–154, Jan 2007.
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1815Amaury Lendasse, Erkki Oja, Olli Simula, and Michel Verleysen. Time series prediction competition: The cats benchmark. Neurocomputing, 70(13-15):2325–2329, 2007.
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1814Petr Tichavský, Zbynek Koldovský, and Erkki Oja. Speed and accuracy enhancement of linear ica techniques using rational nonlinear functions. In ICA, pages 285–292, 2007.
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1813Pekka Orponen. "P = NP" -ongelma ja laskennan vaativuusteoria. Tietojenkäsittelytiede, 26:54–67, 2007.
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See users.ics.aalto.fi ...
1812Panagiotis Papapetrou. Constrained-based mining of frequent arrangements of temporal intervals. Master of Arts Thesis, 2007.
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1811Petteri Kaski, Aleksi Penttinen, and Jukka Suomela. Coordinating concurrent transmissions: a constant-factor approximation of maximum-weight independent set in local conflict graphs. In Evangelos Kranakis and Jaroslav Opatrny, editors, Ad-Hoc, Mobile, and Wireless Networks (6th International Conference, ADHOC-NOW 2007, Morelia, Mexico, September 24–26, 2007), number 4686 in Lecture Notes in Computer Science, pages 74–86. Springer, 2007.
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1810Patrik Floréen, Petteri Kaski, and Jukka Suomela. A distributed approximation scheme for sleep scheduling in sensor networks. In Proceedings of the 4th Annual IEEE Communications Society Conference on Sensor, Mesh, and Ad Hoc Communications and Networks (San Diego, CA, June 18—21, 2007), pages 152–161. IEEE, 2007.
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1809Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Fourier meets möbius: fast subset convolution. In Proceedings of the 39th Annual ACM Symposium on Theory of Computing (San Diego, CA, June 11—13, 2007), pages 67–74. ACM, 2007.
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1808Petteri Kaski and Patric R. J. Östergård. There exists no symmetric configuration with 33 points and line size 6. Australasian Journal of Combinatorics, 38:273–277, 2007.
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1807Tapani Raiko, Harri Valpola, Markus Harva, and Juha Karhunen. Building blocks for variational Bayesian learning of latent variable models. Journal of Machine Learning Research, 8(Jan):155–201, January 2007.
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1806J.-H. Schleimer and R. Vigário. Clustering limit cycle oscillators by spectral analysis of the synchronisation matrix with an additional phase sensitive rotation. In Proc. 17th Int. Conf. on Artificial Neural Networks (ICANN'2007), pages 944–953, Porto, Portugal, 2007.
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1805J.-H. Schleimer and R. Vigário. Order in complex systems of nonlinear oscillators: Phase locked subspaces. In Proc. of 15th European Symposium on Artificial Neural Networks (ESANN'07), pages 13–18, Bruges, Belgium, 2007.
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1804Antti Ajanki, Janne Nikkilä, and Samuel Kaski. Discovering condition-dependent Bayesian networks for gene regulation. In Proceedings of GENSIPS 2007, The Fifth IEEE International Workshop on Genomic Signal Processing and Statistics, Tuusula, Finland, 10-12 June, 2007.
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1803Janne Aukia, Samuel Kaski, and Janne Sinkkonen. Inferring vertex properties from topology in large networks. In NIPS'07 Workshop on Statistical Models of Networks, 2007.
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1802David R. Hardoon, John Shawe-Taylor, Antti Ajanki, Kai Puolamäki, and Samuel Kaski. Information retrieval by inferring implicit queries from eye movements. In Marina Meila and Xiaotong Shen, editors, Proceedings of AISTATS 2007, the 11th International Conference on International Conference on Artificial Intelligence and Statistics. Omnipress, 2007. JMLR Workshop and Conference Proceedings, Volume 2: AISTATS 2007.
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See jmlr.csail.mit.edu ...
1801Samuel Kaski and Jaakko Peltonen. Learning from relevant tasks only. In Joost N. Kok, Jacek Koronacki, Ramon Lopez de Mantaras, Stan Matwin, Dunja Mladenic, and Andrzej Skowron, editors, Machine Learning: ECML 2007 (Proceedings of the 18th European Conference on Machine Learning), pages 608–615, Berlin, 2007. Springer-Verlag.
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See dx.doi.org ...
1800Samuel Kaski, Juho Rousu, and Esko Ukkonen, editors. BMC Bioinformatics, Special Issue on Probabilistic Modeling and Machine Learning in Structural and Systems Biology, 8(Suppl 2), 2007.
Info
See www.biomedcentral.com ...
1799Samuel Kaski, Juho Rousu, and Esko Ukkonen. Probabilistic modeling and machine learning in structural and systems biology. BMC Bioinformatics, 8(Suppl 2):S1, 2007.
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1798Arto Klami and Samuel Kaski. Local dependent components. In Zoubin Ghahramani, editor, Proceedings of ICML 2007, the 24th International Conference on Machine Learning, pages 425–432. Omnipress, 2007.
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1797Kristian Nybo, Jarkko Venna, and Samuel Kaski. The self-organizing map as a visual information retrieval method. In Proceedings of WSOM'07, 6th International Workshop on Self-Organizing Maps, Bielefeld, Germany, 2007. Bielefeld University.
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1796Penny Nymark, Pamela M Lindholm, Mikko V Korpela, Leo Lahti, Salla Ruosaari, Samuel Kaski, Jaakko Hollmen, Sisko Anttila, Vuokko L Kinnula, and Sakari Knuutila. Gene expression profiles in asbestos-exposed epithelial and mesothelial lung cell lines. BMC Genomics, 8:62, 2007.
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See www.biomedcentral.com ...
1795Merja Oja, Jaakko Peltonen, Jonas Blomberg, and Samuel Kaski. Methods for estimating human endogenous retrovirus activities from EST databases. BMC Bioinformatics, 8(Suppl 2):S11, 2007.
Info
See www.biomedcentral.com ...
1794Merja Oja, Jaakko Peltonen, and Samuel Kaski. A hidden Markov model for estimating retrovirus activities from expressed sequence databases. In European Conference on Computational Biology (ECCB 2006), Eilat, Israel, January 21-24 2007. Poster.
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1793Jaakko Peltonen, Jacob Goldberger, and Samuel Kaski. Fast semi-supervised discriminative component analysis. In Konstantinos Diamantaras, Tülay Adali, Ioannis Pitas, Jan Larsen, Theophilos Papadimitriou, and Scott Douglas, editors, Machine Learning for Signal Processing XVII, pages 312–317. IEEE, 2007. Preprint pdf at http://www.cis.hut.fi/projects/mi/papers/mlsp07.pdf.
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1792Janne Sinkkonen, Janne Aukia, and Samuel Kaski. Inferring vertex properties from topology in large networks. In MLG'07, the 5th International Workshop on Mining and Learning with Graphs, Firenze, Aug 1-3, 2007, 2007.
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1791Jarkko Venna and Samuel Kaski. Nonlinear dimensionality reduction as information retrieval. In Marina Meila and Xiaotong Shen, editors, Proceedings of AISTATS 2007, the 11th International Conference on International Conference on Artificial Intelligence and Statistics. Omnipress, 2007. JMLR Workshop and Conference Proceedings, Volume 2: AISTATS 2007.
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See jmlr.csail.mit.edu ...
1790Jarkko Venna and Samuel Kaski. Comparison of visualization methods for an atlas of gene expression data sets. Information Visualization, 6:139–154, 2007.
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1789Jarkko Ylipaavalniemi, Eerika Savia, Ricardo Vigário, and Samuel Kaski. Functional elements and networks in fMRI. In Proceedings of ESANN 2007, the 15th European Symposium on Artificial Neural Networks, pages 561–566, Bruges, Belgium, 2007. d-side.
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1788Satu Elisa Schaeffer. Graph clustering. Computer Science Review, 1(1):27–64, 2007.
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1787Ahto Buldas and Sven Laur. Knowledge-binding commitments with applications in time-stamping. In Public Key Cryptography - PKC 2007, 10th International Conferenc on Practice and Theory in Public-Key Cryptography, Beijing, China, April 16-20, 2007, volume 4450 of Lecture Notes in Computer Science, pages 150–165. Springer, 2007.
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1786Sven Laur and Helger Lipmaa. A new protocol for conditional disclosure of secrets and its applications. In Applied Cryptography and Network Security, 5th International Conference, ACNS 2007, Zhuhai, China, June 5-8, 2007, volume 4521 of Lecture Notes in Computer Science, pages 207–225. Springer, 2007.
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1785S. Luyssaert, Mika Sulkava, H. Raitio, Jaakko Hollmén, and P. Merilä. Is N and S deposition altering the mineral nutrient composition of Norway spruce and Scots pine needles in Finland?. In Johannes Eichhorn, editor, Proceedings of Symposium: Forests in a Changing Environment – Results of 20 years ICP Forests Monitoring, volume 142 of Schriften aus der Forstlichen Fakultät der Universität Göttingen und der Nordwestdeutschen Forstlichen Versuchsanstalt, pages 80–81, Göttingen, Germany, 2007. J. D. Sauerländer's Verlag.
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1784Timo Honkela. Models for self-organization of health care. In Abstracts of FISCAR'07, The Third Finnish Conference on Cultural and Activity Research. University of Helsinki, 2007.
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1783Timo Honkela. Philosophical aspects of neural, probabilistic and fuzzy modeling of language use and translation. In Proceedings of IJCNN, pages 2881–2886, 2007.
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See www.cis.hut.fi ...
1782Teuvo Kohonen and Timo Honkela. Kohonen network. Scholarpedia, 2(1):7421, 2007.
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See www.scholarpedia.org ...
1781Tarja Knuuttila, Anna-Mari Rusanen, and Timo Honkela. Self-organizing maps as traveling computational templates. In Proceedings of IJCNN'07, pages 1231–1236, 2007.
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1780Lasse Lindqvist, Timo Honkela, and Mika Pantzar. Visualizing practice theory through a simulation model. Technical Report E9, Helsinki University of Technology, 2007.
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See www.cis.hut.fi ...
1779Yaniv Eytani and Timo Latvala. Explaining intermittent concurrent bugs by minimizing scheduling noise. In Eyal Bin, Avi Ziv, and Shmuel Ur, editors, Proceedings of the Second Haifa Verification Conference (HVC 2006), volume 4383 of Lecture Notes in Computer Science, pages 183–197, Haifa, Israel, 2007. Springer-Verlag.
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1778Tommi Junttila and Petteri Kaski. Engineering an efficient canonical labeling tool for large and sparse graphs. In David Applegate, Gerth Stølting Brodat, Daniel Panario, and Robert Sedgewick, editors, Proceedings of the Ninth Workshop on Algorithm Engineering and Experiments and the Fourth Workshop on Analytic Algorithms and Combinatorics. SIAM, 2007.
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See www.siam.org ...
1777Matti Järvisalo and Tommi Junttila. Limitations of restricted branching in clause learning. In Christian Bessiere, editor, Principles and Practice of Constraint Programming – CP 2007, volume 4741 of Lecture Notes in Computer Science, pages 348–363. Springer, 2007.
Info
See dx.doi.org ...
1776Tommi Junttila. SMUML/proco version 2.00 — a translator from UML models to Promela, 2007. Computer program.
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See www.tcs.hut.fi ...
1775Tommi Junttila. PySMT version 0.50 — a Python front-end for satisfiability modulo theories solvers, 2007. Computer program.
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See www.tcs.hut.fi ...
1774Tomi Janhunen. asptools 1.0 — A tool collection for answer set programming. http://www.tcs.hut.fi/Software/asptools/, 2007. Computer Program.
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See www.tcs.hut.fi ...
1773Tomi Janhunen. lpeq 1.19 — A tool for testing the modular equivalence of logic programs. http://www.tcs.hut.fi/Software/lpeq/, 2007. Computer Program.
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See www.tcs.hut.fi ...
1772Ulpu Remes. Speaker-based segmentation and adaptation in automatic speech recognition. Master's thesis, Helsinki University of Technology, 2007.
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1771Vesa Ojala. SMUML/slicer 1.0.0 — a slicer for slicing UML state machines, 2007. Computer program.
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1770Vesa Ojala. SMUML/canal 1.0.0 — a counterexample analysator for analyzing abstract counterexamples from data abstracted UML models, 2007. Computer program.
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1769Ville T. Turunen and Mikko Kurimo. Indexing confusion networks for morph-based spoken document retrieval. In SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, pages 631–638, New York, NY, USA, 2007. ACM.
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1768Zhijian Yuan and Erkki Oja. A family of projective nonnegative matrix factorization algorithms. In Proceedings of the 9th International Symposium on Signal Processing and its Applications, 2007.
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1767Zhijian Yuan Zhirong Yang and Jorma Laaksonen. Projective nonnegative matrix factorization with applications to facial image processing. International Journal on Pattern Recognition & Artificial Intelligence, 21(8):1353–1362, 2007.
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1766Kaisa Nyberg. Kryptologia – tiedon turvaamisen tiede. Tietojenkäsittelytiede, 26:32–53, Heinäkuu 2007.
Info

2006

1765Antti Ajanki. Geenisäätelyn mallinnus tilanneriippuvilla bayes-verkoilla. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, December 2006.
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See users.ics.tkk.fi ...
1764Emilia Oikarinen. Modular answer set programming. Research Report A106, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2006.
NOTE: Reprint of Licentiate's thesis; see URL below.
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1763Ville Viitaniemi and Jorma Laaksonen. Use of image regions in context-adaptive image classification. In Yannis Avrithis, Steffen Staab, and Noel O'Connor, editors, Proceedings of the 1st International Conference on Semantic and Digital Media Technologies (SAMT 2006), Lecture Notes in Computer Science, pages 169–183, Athens, Greece, December 2006. Springer.
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1762Misa Keinänen. Techniques for solving boolean equation systems. Research Report A105, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2006. Doctoral dissertation.
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1761S. Luyssaert, I. A. Janssens, Mika Sulkava, D. Papale, A. J. Dolman, M. Reichstein, T. Suni, Jaakko Hollmén, T. Vesala, D. Lousteau, B. Law, and E. J. Moors. Photosynthesis drives interannual variability in net carbon-exchange of pine forests at different latitudes. In Proceedings of the Open Science Conference on the GHG Cycle in the Northern Hemisphere, pages 86–87, Sissi-Lassithi, Greece, November 2006. CarboEurope, NitroEurope, CarboOcean, and Global Carbon Project, Max-Planck-Institute for Biogeochemistry.
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1760Mats Sjöberg, Hannes Muurinen, Jorma Laaksonen, and Markus Koskela. PicSOM experiments in TRECVID 2006. In Proceedings of the TRECVID 2006 Workshop, Gaithersburg, MD, USA, November 2006. Available online at http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html.
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1759Matthieu Molinier, Jorma Laaksonen, and Tuomas Häme. Self-organising maps for change detection and monitoring of human activity in satellite imagery. In Proceedings of ESA-EUSC 2006: Image Information Mining for Security and Intelligence, Madrid, Spain, November 2006.
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1758S. Luyssaert, I. A. Janssens, Mika Sulkava, D. Papale, A. J. Dolman, M. Reichstein, T. Suni, Jaakko Hollmén, T. Vesala, D. Loustau, B. Law, and E. J. Moors. Photosynthesis drives interannual variability in net carbon-exchange of pine forests at different latitudes. In Proceedings of the Open Science Conference on the GHG Cycle in the Northern Hemisphere, pages 86–87, Sissi-Lassithi, Greece, November 2006. CarboEurope, NitroEurope, CarboOcean, and Global Carbon Project, Max-Planck-Institute for Biogeochemistry.
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1757Harri Haanpää, editor. Annual report for the year 2005. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, October 2006.
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1756Sebastiaan Luyssaert, Mika Sulkava, Hannu Raitio, Jaakko Hollmén, and Päivi Merilä. Is N and S deposition altering the mineral nutrient composition of norway spruce and scots pine needles in finland?. In J. Eichhorn, editor, Proceedings of Symposium: Forests in a Changing Environment – Results of 20 years ICP Forests Monitoring, pages 80–81, October 2006.
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1755Jaakko J. Väyrynen and Tiina Lindh-Knuutila. Emergence of multilingual representations by independent component analysis using parallel corpora. In Timo Honkela, Tapani Raiko, Jukka Kortela, and Harri Valpola, editors, Proceedings of the The Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006), number 22 in Publications of the Finnish Artificial Intelligence Society, pages 101–105. Finnish Artificial Intelligence Society, October 2006.
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1754Jorma Laaksonen and Ville Viitaniemi. Emergence of ontological relations from visual data with self-organizing maps. In Timo Honkela, Tapani Raiko, Jukka Kortela, and Harri Valpola, editors, Proceedings of the 9th Scandinavian Conference on Artificial Intelligence (SCAI 2006), pages 31–38, Espoo, Finland, October 2006.
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1753Kimmo Raivio. Analysis of soft handover measurements in 3G network. In Proceedings of the 9th ACM Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, pages 330–337, Torremolinos, Malaga, Spain, October 2 - 6 2006.
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1752Matti Pöllä, Timo Honkela, Henrik Bruun, and Ann Russell. Analysis of interdisciplinary text corpora. In Proceedings of Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006), pages 17–22, Helsinki, Finland, October 2006.
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1751Tapani Raiko. Higher order statistics in play-out analysis. In T. Honkela, T. Raiko, J. Kortela, and H. Valpola, editors, Proceedings of the Ninth Scandinavian Conference on Artificial Intelligence (SCAI 2006), pages 189–195, Espoo, Finland, October 2006.
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1750Eero Hyvönen, Tomi Kauppinen, Jukka Kortela, Mikko Laukkanen, Tapani Raiko, and Kim Viljanen, editors. New Developments in Artificial Intelligence and the Semantic Web, Proceedings of the 12th Finnish Artificial Intelligence Conference (STeP 2006). Finnish Artificial Intelligence Society, Espoo, Finland, October 2006.
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1749Teemu Hirsimäki, Mathias Creutz, Vesa Siivola, Mikko Kurimo, Sami Virpioja, and Janne Pylkkönen. Unlimited vocabulary speech recognition with morph language models applied to finnish. Computer Speech & Language, 20(4):515–541, October 2006.
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1748Timo Honkela and Matti Pöllä. Describing rich content: Future directions for the semantic web. In New Developments in Artificial Intelligence and Semantic Web. Proceedings of the 12th Finnish Artificial Intelligence Conference STeP 2006, pages 143–148, Espoo, Finland, October 2006. Helsinki University of Technology.
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1747Timo Honkela, Ville Könönen, Tiina Lindh-Knuutila, and Mari-Sanna Paukkeri. Simulating processes of language emergence, communication and agent modeling. In Eero Hyvönen, Tomi Kauppinen, Jukka Kortela, Mikko Laukkanen, Tapani Raiko, and Kim Viljanen, editors, New Developments in Artificial Intelligence and the Semantic Web, pages 129–132, Espoo, October 2006. Finnish Artificial Intelligence Society.
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1746Marco Bozzano, Roberto Bruttomesso, Alessandro Cimatti, Tommi Junttila, Silvio Ranise, Peter van Rossum, and Roberto Sebastiani. Efficient theory combination via boolean search. Information and Computation, 204(10):1493–1525, October 2006.
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1745Heikki Tauriainen. Automata and linear temporal logic: Translations with transition-based acceptance. Research Report A104, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, September 2006. Doctoral dissertation.
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1744Elia Liitiäinen and Amaury Lendasse. Long-term prediction of time series using state-space models. In S. Kollias et al., editor, ICANN'06, International Conference on Artificial Neural Networks, 16th International Conference, Athens (Greece), volume 4132/2006 of Lecture Notes in Computer Science, pages 181–190. Springer-Verlag, September 10-14 2006.
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1743Federico Montesino-Pouzols, Diego R. Lopez, Angel Barriga, and Santiago Sánchez-Solano. Control difuso de la tasa de transferencia de extremo a extremo en protocolos de transporte de internet. In XIII Congreso Espa nol Sobre Tecnologías y Lógica Fuzzy (ESTYLF2006)., pages 159–164, Ciudad Real, Spain, September 2006.
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1742Federico Montesino-Pouzols, Diego R. Lopez, Angel Barriga, and Santiago Sánchez-Solano. Reguladores difusos de tráfico en disciplinas de colas de routers de internet. In XIII Congreso Espa nol Sobre Tecnologías y Lógica Fuzzy (ESTYLF2006)., pages 165–170, Ciudad Real, Spain, September 2006.
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1741Zhirong Yang and Jorma Laaksonen. A fast fixed-point algorithm for two-class discriminative feature extraction. In Proceedings of 16th International Conference on Artificial Neural Networks (ICANN 2006), Part II, pages 330–339, Athens, Greece, September 2006. Springer.
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1740Mats Sjöberg, Jorma Laaksonen, Matti Pöllä, and Timo Honkela. Retrieval of multimedia objects by combining semantic information from visual and textual descriptors. In Proceedings of 16th International Conference on Artificial Neural Networks (ICANN 2006), pages 75–83, Athens, Greece, September 2006. Springer. Available online at http://dx.doi.org/10.1007/11840930_8.
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1739Ville Viitaniemi and Jorma Laaksonen. Techniques for still image scene classification and object detection. In Proceedings of 16th International Conference on Artificial Neural Networks (ICANN 2006), volume 2, pages 35–44, Athens, Greece, September 2006. Springer.
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1738Jarkko Tikka, Amaury Lendasse, and Jaakko Hollmén. Analysis of fast input selection: Application in time series prediction. In S. Kollias et al., editor, ICANN06, International Conference on Artificial Neural Networks, 16th International Conference, Athens (Greece), volume 4132/2006 of Lecture Notes in Computer Science, pages 161–170. Springer-Verlag, September 10-14 2006.
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1737Sami Virpioja and Mikko Kurimo. Compact n-gram models by incremental growing and clustering of histories. In Proceedings of 9th International Conference on Spoken Language Processing (Interspeech 2006 – ICSLP), pages 1037–1040, Pittsburgh, PA, USA, September 2006.
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1736Ville T. Turunen and Mikko Kurimo. Using latent semantic indexing for morph-based spoken document retrieval. In Proceedings of the 9th International Conference on Spoken Language Processing (Interspeech 2006), pages 341–344, Pittsburgh PA, USA, September 2006.
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1735Yoan Miche, Benoit Roue, Patrick Bas, and Amaury Lendasse. A feature selection methodology for steganalysis. In B. Gunsel, A. K. Jain, A. M. Tekalp, and B. Sankur, editors, MRCS06, International Workshop on Multimedia Content Representation, Classification and Security, Istanbul (Turkey), volume 4105 of Lecture Notes in Computer Science, pages 49–56. Springer-Verlag, September 11-13 2006.
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1734Emilia Oikarinen and Tomi Janhunen. Modular equivalence for normal logic programs. In Gerhard Brewka, Silvia Coradeschi, Anna Perini, and Paolo Traverso, editors, Proceedings of the 17th European Conference on Artificial Intelligence, pages 412–416, Riva del Garda, Italy, August 2006. IOS Press.
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1733Matthieu Molinier, Jorma Laaksonen, and Tuomas Häme. A self-organizing map framework for detection of man-made structures and changes in satellite imagery. In Proceedings of IEEE International Geoscience And Remote Sensing Symposium, Denver, Colorado, August 2006. IEEE.
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1732Keijo Heljanko, Tommi Junttila, Misa Keinänen, Martin Lange, and Timo Latvala. Bounded model checking for weak alternating Büchi automata. In Thomas Ball and Robert B. Jones, editors, Proceedings of the 18th International Conference on Computer Aided Verification (CAV'2006), volume 4144 of Lecture Notes in Computer Science, pages 95–108, Seattle, WA, USA, August 2006. Springer-Verlag.
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1731Jean Gressmann, Tomi Janhunen, Robert Mercer, Torsten Schaub, Sven Thiele, and Richard Tichy. On probing and multi-threading in platypus. In Gerhard Brewka, Silvia Coradeschi, Anna Perini, and Paolo Traverso, editors, Proceedings of the 17th European Conference on Artificial Intelligence, pages 392–396, Riva del Garda, Italy, August 2006. IOS Press.
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1730Christian Anger, Martin Gebser, Tomi Janhunen, and Torsten Schaub. What's a head without a body?. In Gerhard Brewka, Silvia Coradeschi, Anna Perini, and Paolo Traverso, editors, Proceedings of the 17th European Conference on Artificial Intelligence, pages 769–770, Riva del Garda, Italy, August 2006. IOS Press.
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1729Alexander Ilin, Harri Valpola, and Erkki Oja. Extraction of components with structured variance. In Proceedings of the IEEE World Congress on Computational Intelligence (WCCI 2006), pages 10528–10535, Vancouver, Canada, July 2006.
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1728Mikko Särelä. Multi-homed internet access in ad hoc networks using host identity protocol. In Proceedings of the MiNEMA'06 workshop, Lisbon, Portugal, Jul 2006. MiNEMA.
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1727Federico Montesino-Pouzols, Diego R. Lopez, Angel Barriga, and Santiago Sánchez-Solano. Fuzzy End-to-End Rate Control for Internet Transport Protocols. In 15th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'06), pages 1347–1354, Vancouver, Canada, July 2006.
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1726Federico Montesino-Pouzols, Diego R. Lopez, Angel Barriga, and Santiago Sánchez-Solano. Intelligent Scheduling of Aggregate Traffic in Internet Routers by Means of Fuzzy Systems. In Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), Paris, France, July 2006.
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1725Angel Barriga, Santiago Sánchez-Solano, Iluminada Baturone, Diego R. Lopez, Franciso Moreno-Velo, Federico Montesino-Pouzols, Piedad Brox, Nashaat Hussein, María Brox, and Andrés Gersnoviez. New features of the fuzzy logic development environment xfuzzy. In Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), Track on Real Applications, Paris, France, July 2006.
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1724Mikko Särelä. Multi-homed internet access in ad hoc networks using host identity protocol. In Proceedings of the MiNEMA'06 workshop, Lisbon, Portugal, Jul 2006. MiNEMA.
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1723Markus Koskela and Alan F. Smeaton. Clustering-based analysis of semantic concept models for video shots. In International Conference on Multimedia & Expo (ICME 2006), Toronto, Canada, July 2006.
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1722Nicolau Gonçalves. Exploratory analysis of MRI: a tissue segmentation study. Master's thesis, Helsinki University of Technology, Espoo, Finland, July 2006.
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1721Antti E. J. Hyvärinen. Satu (sat ubiquitous), June 2006. Computer program.
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1720Teemu Koponen, Pasi Eronen, and Mikko Särelä. Resilient connections for SSH and TLS. In Proceedings of the 2006 Usenix Annual Technical Conference, Boston, MA, USA, Jun 2006. Usenix.
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1719Teemu Koponen, Pasi Eronen, and Mikko Särelä. Resilient connections for SSH and TLS. In Proceedings of the 2006 Usenix Annual Technical Conference, Boston, MA, USA, Jun 2006. Usenix.
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1718Penny Nymark, Harriet Wikman, Salla Ruosaari, Jaakko Hollmén, Esa Vanhala, Antti Karjalainen, Sisko Anttila, and Sakari Knuutila. Identification of specific gene copy number changes in asbestos-related lung cancer. Cancer Research, 66(11):5737–5743, June 2006.
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1717Markus Koskela and Jorma Laaksonen. Semantic concept detection from news videos with self-organizing maps. In Ilias Maglogiannis, Kostas Karpouzis, and Max Bramer, editors, Proceedings of 3rd IFIP Conference on Artificial Intelligence Applications and Innovations, pages 591–599, Athens, Greece, June 2006. IFIP, Springer.
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1716Mats Sjöberg, Ville Viitaniemi, Jorma Laaksonen, and Timo Honkela. Analysis of semantic information available in an image collection augmented with auxiliary data. In Ilias Maglogiannis, Kostas Karpouzis, and Max Bramer, editors, Proceedings of 3rd IFIP Conference on Artificial Intelligence Applications and Innovations, pages 600–608, Athens, Greece, June 2006. IFIP, Springer. Available online at http://dx.doi.org/10.1007/0-387-34224-9_70.
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1715Mikko Kurimo, Antti Puurula, Ebru Arisoy, Vesa Siivola, Teemu HirsimÀki, Janne Pylkkönen, Tanel AlumÀe, and Murat Saraclar. Unlimited vocabulary speech recognition for agglutinative languages. In Human Language Technology, June 2006.
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1714Nikolaj Tatti. Computational complexity of queries based on itemsets. Information Processing Letters, pages 183–187, June 2006.
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1713Mikko Kurimo, Antti Puurula, Ebru Arısoy, Vesa Siivola, Teemu Hirsimäki, Janne Pylkkönen, Tanel Alumäe, and Murat Saraclar. Unlimited vocabulary speech recognition for agglutinative languages. In Human Language Technology, Conference of the North American Chapter of the Association for Computational Linguistics, HLT-NAACL, pages 487–494, New York, USA, June 2006.
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1712Tomi Janhunen. Some (in)translatability results for normal logic programs and propositional theories. Journal of Applied Non-Classical Logics, 16(1–2):35–86, June 2006. Special issue on implementation of logics.
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1711Janne Lundberg. A wireless multicast delivery architecture for mobile terminals. Research Report A103, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, May 2006. Doctoral dissertation.
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1710Emilia Oikarinen and Tomi Janhunen. Modular equivalence for normal logic programs. In Jüergen Dix and Anthony Hunter, editors, Proceedings of the 11th International Workshop on Nonmonotonic Reasoning, pages 10–18, Lake District, UK, May 2006. University of Clausthal, Department of Informatics, Technical Report, IfI-06-04.
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1709Malcolm Greig, Harri Haanpää, and Petteri Kaski. On the coexistence of conference matrices and near resolvable 2-(2k+1, k, k-1) designs. Journal of Combinatorial Theory, Series A, 113(4):703–711, May 2006.
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1708Tommi Syrjänen. Debugging inconsistent answer set programs. In Proceedings of the 11th International Workshop on Non-Monotonic Reasoning, pages 77–84, Lake District, UK, May 2006.
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1707Jean Gressmann, Tomi Janhunen, Robert Mercer, Torsten Schaub, Sven Thiele, and Richard Tichy. On probing and multi-threading in platypus. In Jüergen Dix and Anthony Hunter, editors, Proceedings of the 11th International Workshop on Nonmonotonic Reasoning, pages 30–38, Lake District, UK, May 2006. University of Clausthal, Department of Informatics, Techical Report, IfI-06-04.
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1706Alexander Ilin. Independent dynamics subspace analysis. In Proceedings of the 14th European Symposium on Artificial Neural Networks (ESANN 2006), pages 345–350, Bruges, Belgium, April 2006.
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1705Antti Sorjamaa and Amaury Lendasse. Time series prediction using dirrec strategy. In M. Verleysen, editor, ESANN06, European Symposium on Artificial Neural Networks, pages 143–148, Bruges, Belgium, April 26-28 2006. European Symposium on Artificial Neural Networks.
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1704Satu Elisa Schaeffer. Algorithms for nonuniform networks. Research Report A102, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, April 2006. Doctoral dissertation.
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1703Stefano Marinoni and Hannu H. Kari. Ad hoc routing protocol performance in a realistic environment. In Proceedings of the Fifth IEEE International Conference on Networking (ICN 2006), Le Morne, Mauritius, April 2006. IEEE Press.
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1702Mikko Multanen, Pasi Lehtimäki, and Kimmo Raivio. Hierarchical analysis of GSM network performance data. In Proceedings of the European Symposium on Artificial Neural Networks (ESANN), pages 449–454, Bruges, Belgium, April 26 - 28 2006. Poster.
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1701Amaury Lendasse, Francesco Corona, Jin Hao, Nima Reyhani, and Michel Verleysen. Determination of the mahalanobis matrix using non-parametric noise estimations. In M. Verleysen, editor, Proceedings of ESANN 2006, European Symposium on Artificial Neural Networks, Bruges (Lille), pages 227–232, Bruges, Belgium, April 26-28 2006.
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1700Stefano Marinoni and Hannu H. Kari. Ad hoc routing protocol performance in a realistic environment. In Proceedings of the Fifth IEEE International Conference on Networking (ICN 2006), Le Morne, Mauritius, April 2006. IEEE Press.
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1699Nikolaj Tatti. Safe projections of binary data sets. Acta Informatica, 42(8–9):617–638, April 2006.
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1698Kristian Kersting, Luc De Raedt, and Tapani Raiko. Logical hidden Markov models. Journal of Artificial Intelligence Research, 25:425–456, April 2006.
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1697Satu Elisa Schaeffer. Algorithms for nonuniform networks. PhD thesis, Helsinki University of Technology, Department of Computer Science and Engineering, April 2006.
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1696Olli Simula, Jaakko Hollmén, Sampsa Laine, Kimmo Raivio, Miki Sirola, Pasi Lehtimäki, Timo Similä, Mika Sulkava, Jarkko Tikka, Jukka Parviainen, Teppo Marin, Golan Lampi, Mikko Multanen, Risto Hakala, and Petri Saarikko. Intelligent data engineering. In V. Könönen, K. Raivio, R. Vigário, and L. Koivisto, editors, Biennial report 2004–2005, chapter 11, pages 169–182. Laboratory of Computer and Information Science, Neural Networks Research Centre, Helsinki University of Technology, Espoo, Finland, April 2006.
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1695Sergey Borisov, Alexander Ilin, Ricardo Vigário, and Erkki Oja. Comparison of bss methods for the detection of -activity components in eeg. In Proceedings of the 6th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2006), pages 430–437, Charleston, South Carolina, USA, March 2006.
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1694Jori Dubrovin. Jumbala — an action language for UML state machines. Research Report A101, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, March 2006.
NOTE: Reprint of Master's thesis; see URL below.
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1693Federico Montesino-Pouzols, Angel Barriga, Diego R. Lopez, and Santiago Sánchez-Solano. FPGA Based Implementation of Fuzzy Controllers for Internet Traffic. In XII IBERCHIP Workshop, pages 34–41, San José, Costa Rica, March 2006.
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1692Kaisa Nyberg and Johan Wallén. Improved linear distinguishers for SNOW 2.0. In M. Robshaw, editor, Proceedings of the International Workshop on Fast Software Encryption (FSE 2006), volume 4047 of Lecture Notes in Computer Science, pages 144–162, Graz, Austria, March 2006. Springer.
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1691Tapani Raiko, Matti Tornio, Antti Honkela, and Juha Karhunen. State inference in variational Bayesian nonlinear state-space models. In Proceedings of the 6th International Conference on Independent Component Analysis and Blind Source Separation (ICA 2006), pages 222–229, Charleston, South Carolina, USA, March 2006.
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1690Jarkko Ylipaavalniemi, Seppo Mattila, Antti Tarkiainen, and Ricardo Vigário. Brains and phantoms: An ICA study of fMRI. In 6th International Conference on Independent Component Analysis and Blind Source Separation (ICA 2006), pages 503–510, Charleston, SC, March 2006.
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1689Antti E. J. Hyvärinen. SATU: A system for distributed propositional satisfiability checking in computational grids. Research Report A100, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, February 2006.
NOTE: Reprint of Master's thesis; see URL below.
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1688Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, and Michel Verleysen. Mutual information for the selection of relevant variables in spectrometric nonlinear modelling. Chemometrics and Intelligent Laboratory Systems, 80(2):215–226, February 2006.
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1687Matti Järvisalo. drgen — regular -XORSAT generator, February 2006. Computer program.
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1686Mikko Korpela. Analysis of changes in gene expression time series data. Master's thesis, Helsinki University of Technology, Finland, February 2006.
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1685Antti E. J. Hyvärinen. Lauselogiikan toteutuvuusongelman ratkaiseminen laskennallisessa gridissä. In Lea Kutvonen and Päivi Kuuppelomäki, editors, Tietojenkäsittelytieteen päivät 2006, volume B-2006-3 of Tietojenkäsittelytieteen laitoksen julkaisjua sarja B, pages 37 – 43. Tietojenkäsittelytieteen laitos, 2006.
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1684Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. A distribution method for solving SAT in grids. In Armin Biere and Carla P. Gomes, editors, SAT 2006, volume 4121 of Lecture Notes in Computer Science, pages 430–435. Springer, 2006.
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1683Antti Honkela. Distributed Bayes Blocks for variational Bayesian learning. In Conference on High Performance Computing for Statistical Inference, Dublin, Ireland, 2006.
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1682Antti Honkela, Markus Harva, Tapani Raiko, Harri Valpola, and Juha Karhunen. Bayes Blocks: A Python toolbox for variational Bayesian learning. In NIPS*2006 Workshop on Machine Learning Open Source Software, Whistler, B.C., Canada, 2006.
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1681Antti Honkela, Matti Tornio, and Tapani Raiko. Variational Bayes for continuous-time nonlinear state-space models. In NIPS*2006 Workshop on Dynamical Systems, Stochastic Processes and Bayesian Inference, Whistler, B.C., Canada, 2006.
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1680Alexander Ilin, Harri Valpola, and Erkki Oja. Exploratory analysis of climate data using source separation methods. Neural Networks, 19(2):155–167, 2006.
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1679Andrea Röck and Ray Kresman. On petri nets and predicate-transition nets. In Hamid R. Arabnia and Hassan Reza, editors, Software Engineering Research and Practice - SERP 2006, volume 2, pages 903–909. CSREA Press, 2006.
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1678Aristides Gionis, Heikki Mannila, Kai Puolamäki, and Antti Ukkonen. Algorithms for discovering bucket orders from data. In Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 561–566. ACM, New York, NY, USA, 2006.
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1677Billy Bob Brumley. Efficient three-term simultaneous elliptic scalar multiplication with applications. In Viiveke Fåk, editor, 11th Nordic Conference on Secure IT Systems, NordSec 2006, Linköping, Sweden, 19-20 October 2006. Proceedings, pages 105–116, 2006.
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1676Billy Bob Brumley. Left-to-right signed-bit -adic representations of integers (short paper). In Peng Ning, Sihan Qing, and Ninghui Li, editors, Information and Communications Security, 8th International Conference, ICICS 2006, Raleigh, NC, USA, December 4-7, 2006, Proceedings, volume 4307 of Lecture Notes in Computer Science, pages 469–478. Springer, 2006.
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1675Emilia Oikarinen. Modular Answer Set Programming. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2006.
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1674Janne Nykopp. Stratum—yleiskäyttöinen automaattinen koneisharjoitusjärjestelmä. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2006.
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1673Jukka Valkonen. Ad-Hoc Security Associations for Wireless Devices. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2006.
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1672Billy Bob Brumley. Efficient elliptic curve algorithms for compact digital signatures. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2006.
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1671Amir Houshang Taheri. An application programming interface for vertical handover enabled applications. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2006.
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1670Antti Ahonen. Radio network optimisation with spatial database tools. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2006.
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1669Jukka Honkola. Modeling the SpaceWire network architecture with the Lyra method. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2006.
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1668Jori Dubrovin. Jumbala — an action language for UML state machines. Master's thesis, Helsinki University of Technology, Department of Engineering Physics and Mathematics, 2006.
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1667Stefano Marinoni and Hannu H. Kari. Ad hoc routing protocol performance: a realistic simulation based study. Telecommunication Systems, 33(1-3):269–289, 2006.
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1666Satu Elisa Schaeffer, Stefano Marinoni, Mikko Särelä, and Pekka Nikander. Dynamic local clustering for hierarchical ad hoc networks. In Proceedings of the Third IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON'06), International Workshop on Wireless Ad-hoc and Sensor Networks (IWWAN'06) subtrack, New York, NY, USA, 2006. IEEE Communications Society.
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1665Kaisa Nyberg and Johan Wallén. Improved linear distinguishers for SNOW 2.0. In Fast Software Encryption 2006, Lecture Notes in Computer Science. Springer-Verlag, 2006.
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1664Eugen Czeizler and Jarkko Kari. A tight linear bound on the synchronization delay of bijective automata. Technical Report TUCS 760, University of Turku, Dept. of Mathematics, TUCS, Turku, Finland, 2006.
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1663Harri Haanpää and Patric R. J. Östergård. Steinerin kolmikkojärjestelmistä sudokuun. Arkhimedes, 2006(2):18–21, 2006. In Finnish.
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1662Hannes Heikinheimo, Heikki Mannila, and Jouni K Seppänen. Finding trees from unordered 0-1 data. In 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), pages 175–186, 2006.
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1661Satu Elisa Schaeffer, Stefano Marinoni, Mikko Särelä, and Pekka Nikander. Dynamic local clustering for hierarchical ad hoc networks. In Proceedings of the Third IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON'06), International Workshop on Wireless Ad-hoc and Sensor Networks (IWWAN'06) subtrack, New York, NY, USA, 2006. IEEE Communications Society.
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1660Ilkka Niemelä. Answer set programming: A declarative approach to solving search problems. In Proceedings of the 10th European Conference on Logics in Artificial Intelligence, volume 4160 of Lecture Notes in Computer Science, pages 15–18. Springer, 2006.
Info
1659Ilkka Niemel”a. Bounded model checking, answer set programming, and fixed points. In Proceedings of the CAV'06 Workshop on Bounded Model Checking (BMC06), page 9, 2006. Abstract of an invited talk.
Info
1658Ilkka Niemelä. Answer set programming: Foundations, implementation techniques, and applications. In Proceedings of the ICLP 2006 Workshop on Search and Logic: Answer Set Programming and SAT, page 35, 2006. Abstract of an invited talk.
Info
1657Jukka Valkonen, N. Asokan, and Kaisa Nyberg. Ad-Hoc Security Associations for Groups. In Security and Privacy in Ad-Hoc and Sensor Networks, Third European Workshop, ESAS 2006, Hamburg, Germany, September 20-21, 2006, Revised Selected Papers, number 4357 in Lecture Notes in Computer Science, 2006.
Info
See dx.doi.org ...
1656P. Lindholm, P. Nymark, H. Wikman, K. Salmenkivi, A. Nicholson, M. V. Korpela, S. Kaski, S. Ruosaari, Jaakko Hollmén, E. Vanhala, A. Karjalainen, S. Anttila, V. Kinnula, and S. Knuutila. Asbestos-associated malignancies in the lung and pleura show distinct genetic aberrations. Lung cancer, 54:15, 2006.
Info
1655Samuel Myllykangas, Johan Himberg, Tom Böhling, Balint Nagy, Jaakko Hollmén, and Sakari Knuutila. DNA copy number amplification profiling of human neoplasms. Oncogene, 25(55):7324–7332, 2006. Nature Publishing Group.
Info
See www.nature.com ...
1654Antti Rasinen, Jaakko Hollmén, and Heikki Mannila. Analysis of Linux evolution using aligned source code segments. In N. Lavrac, L. Todorovski, and K.P. Jantke, editors, Proceedings of the Ninth International Conference on Discovery Science, volume 4265 of Lecture Notes in Artificial Intelligence, pages 209–218. Springer-Verlag, 2006.
Info
See dx.doi.org ...
1653Jarkko Tikka, Amaury Lendasse, and Jaakko Hollmén. Analysis of fast input selection: Application in time series prediction. In Proceedings of the 16th International Conference on Artificial Neural Networks (ICANN'06), volume 4132 of Lecture Notes in Computer Science, pages 161–170. Springer-Verlag, 2006.
Info
See dx.doi.org ...
1652Sipilä P, Pujianto DA, Shariatmadari R, Nikkilä J, Lehtoranta M, Huhtaniemi IT, and Poutanen M. Differential endocrine regulation of genes enriched in initial segment and distal caput of the mouse epididymis as revealed by genome-wide expression profiling. Biological Reproduction, 75:240–51, 2006.
Info
1651Kaisa Nyberg and Johan Wallén. Improved linear distinguishers for SNOW 2.0. In Fast Software Encryption 2006, Lecture Notes in Computer Science. Springer-Verlag, 2006.
Info
1650Mark Everingham, Andrew Zisserman, Christopher K. I. Williams, Luc Van Gool, Moray Allan, Christopher M. Bishop, Olivier Chapelle, Navneet Dalal, Thomas Deselaers, Gyuri Dorkó, Stefan Duffner, Jan Eichhorn, Jason D. R. Farquhar, Mario Fritz, Christophe Garcia, Tom Griffiths, Frederic Jurie, Thomas Keysers, Markus Koskela, Jorma Laaksonen, Diane Larlus, Bastian Leibe, Hongying Meng, Hermann Ney, Bernt Schiele, Cordelia Schmid, Edgar Seemann, John Shawe-Taylor, Amos Storkey, Sandor Szedmak, Bill Triggs, Ilkay Ulusoy, Ville Viitaniemi, and Jianguo Zhang. The 2005 PASCAL visual object classes challenge. In Joaquin Quinonero-Candela, Ido Dagan, Bernardo Magnini, and Florence d'Alche Buc, editors, Machine Learning Challenges. Evaluating Predictive Uncertainty, Visual Object Classification, and Recognizing Textual Entailment, volume 3944, pages 117–176. Springer, 2006.
Info
1649Ville Viitaniemi and Jorma Laaksonen. Focusing keywords to automatically extracted image segments using self-organising maps. In Nachtegael et al., chapter 5, pages 121–156.
Info
1648Mike Nachtegael, Dietrich Van der Weken, Etienne E. Kerre, and W. Philips, editors. Soft Computing in Image Processing: Recent Advances, volume 210 of Studies in Fuzziness and Soft Computing. Springer Verlag, 2006.
Info
1647Kai Puolamäki, Mikael Fortelius, and Heikki Mannila. Seriation in paleontological data using Markov chain Monte Carlo methods. PLoS Computational Biology, 2(2):e6, 2006.
PDF (229 kB)
Info
See dx.doi.org ...
1646Aristides Gionis, Heikki Mannila, Kai Puolamäki, and Antti Ukkonen. Algorithms for discovering bucket orders from data. In Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD '06), pages 561–566, New York, NY, USA, 2006. ACM.
PDF (733 kB)
Info
See dx.doi.org ...
1645Kai Puolamäki. Software for seriation in paleontological data using Markov chain Monte Carlo methods. Available for download under an open source license at http://www.cis.hut.fi/projects/patdis/paleo/, 2006. Computer program.
Info
See www.cis.hut.fi ...
1644Mikael Fortelius, Kai Puolamäki, Jukka Jernvall, Heikki Mannila, and Aristides Gionis. Data quality, signal detection, and methodological robusticity in the analysis of large fossil datasets, 2006. Talk given by MF at the 66th Annual Meeting of the Society of Vertebrate Paleontology, Ottawa, Ontario, Canada, 18–21 October 2006. Abstract appears in Journal of Vertebrate Paleontology, Volume 26, supplement to number 3.
Info
See www.vertpaleo.org ...
1643Kai Puolamäki and Samuel Kaski, editors. Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling, 2006.
PDF (3 MB)
Info
See www.cis.hut.fi ...
1642Armin Biere, Keijo Heljanko, Tommi Junttila, Timo Latvala, and Viktor Schuppan. Linear encodings of bounded LTL model checking. Logical Methods in Computer Science, 2(5:5), 2006. (doi: 10.2168/LMCS-2(5:5)2006).
Info
See users.ics.tkk.fi ...
1641Jussi Rintanen, Keijo Heljanko, and Ilkka Niemelä. Planning as satisfiability: parallel plans and algorithms for plan search. Artificial Intelligence, 170(12-13):1031–1080, 2006.
Info
See users.ics.tkk.fi ...
1640Ville Könönen, Kimmo Raivio, Ricardo Vigário, and Leila Koivisto, editors. Biennial Report of the Laboratory of Computer and Information Science 2004-2005. Laboratory of Computer and Information Science, Helsinki University of Technology. Yliopistopaino, 2006.
Info
1639Kaisa Nyberg. Connect Now to MitM. In Crypto 2006 Rump Session, 2006.
PDF (49 kB)
Info
1638Krista Lagus and Timo Honkela. Kognitiivinen mallintaminen. In H. Hämäläinen, M. Laine, O. Aaltonen, and A. Revonsuo, editors, Mieli ja aivot. Kognitiivisen neurotieteen oppikirja, pages 61–70. Turun yliopisto, 2006.
Info
1637Mathias Creutz, Krista Lagus, and Sami Virpioja. Unsupervised morphology induction using Morfessor. In A. Yli-Jyrä, L. Karttunen, and J. Karhumäki, editors, Finite-State Methods and Natural Language Processing (FSMNLP 2005), volume 4002 of Lecture Notes in Computer Science, pages 300–301. Springer-Verlag Berlin Heidelberg, 2006. Abstract of software demo.
Info
See dx.doi.org ...
1636Robert Gwadera, Aristides Gionis, and Heikki Mannila. Optimal segmentation using tree models. In 2006 IEEE International Conference on Data Mining, pages 244–253, 2006.
Info
1635N. Tatti, Taneli Mielikainen, Aristides Gionis, and Heikki Mannila. What is the dimension of your binary data?. In 2006 IEEE International Conference on Data Mining, pages 603–612, 2006.
Info
1634Hannes Heikinheimo, Heikki Mannila, and Jouni Seppanen. Finding trees from unordered 0-1 data. In 10th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), pages 175–186, 2006.
Info
1633Aristides Gionis, Heikki Mannila, Kai Puolamaki, and Antti Ukkonen. Algorithms for discovering bucket orders from data. In 12th International Conference on Knowledge Discovery and Data Mining (KDD), pages 561–566, 2006.
Info
1632Kai Puolamaki, M. Fortelius, and Heikki Mannila. Seriation in paleontological data using markov chain monte carlo methods. PLoS Comput Biol, 2(2):e6, 2006.
Info
1631Ella Bingham, Aristides Gionis, Niina Haiminen, Heli Hiisila, Heikki Mannila, and E. Terzi. Segmentation and dimensionality reduction. In SIAM Data Mining Conference (SDM) 2006, pages 370–381, 2006.
Info
1630Mikael Fortelius, Aristides Gionis, Jukka Jernvall, and Heikki Mannila. Spectral ordering and biochronology of european fossil mammals. Paleobiology, 32(2):206–214, 2006.
Info
1629Stefano Marinoni and Hannu H. Kari. Ad hoc routing protocol performance: a realistic simulation based study. Telecommunication Systems, 33(1–3):269–289, 2006.
Info
1628Mats Sjöberg. Content-based retrieval of hierarchical objects with PicSOM. Master's thesis, Laboratory of Computer and Information Science, Helsinki University of Technology, 2006.
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1627Erkki Oja, Mats Sjöberg, Ville Viitaniemi, and Jorma Laaksonen. Emergence of semantics from multimedia databases. In Gary Y. Yen and David B. Fogel, editors, Computational Intelligence: Principles and Practice, chapter 9. IEEE Computational Intelligence Society, 2006.
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Info
1626Mikko Kurimo, Mathias Creutz, and Krista Lagus. Proceedings of the PASCAL Challenge Workshop on Unsupervised segmentation of words into morphemes. PASCAL European Network of Excellence, Venice, Italy, 2006.
Info
1625Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy, and Murat Saraclar. Unsupervised segmentation of words into morphemes - challenge 2005, an introduction and evaluation report. In PASCAL Challenge Workshop on Unsupervised segmentation of words into morphemes, 2006. Invited paper.
Info
1624Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy, and Murat Saraclar. Unsupervised segmentation of words into morphemes - morpho challenge 2005: Application to automatic speech recognition. In International Conference on Spoken Language Processing - Interspeech, 2006.
Info
1623Matti Järvisalo. Further investigations into regular XORSAT. In Proceedings of the Twenty-First National Conference on Artificial Intelligence (AAAI-06), pages 1873–1874. AAAI Press, 2006. Poster.
Info
See www.tcs.hut.fi ...
1622Harri Haanpää, Matti Järvisalo, Petteri Kaski, and Ilkka Niemelä. Hard satisfiable clause sets for benchmarking equivalence reasoning techniques. Journal on Satisfiability, Boolean Modeling and Computation, 2(1-4):27–46, 2006.
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See jsat.ewi.tudelft.nl ...
1621Matti Järvisalo. Opinions, hopes, and expectations of CS&E students, a case study in academic skills and hidden curriculum. In Tapio Salakoski, Tomi Mäntylä, and Mikko Laakso, editors, Koli Calling 2005 – Proceedings of the Fifth Finnish / Baltic Sea Conference on Computer Science Education, volume 41 of TUCS General Publications, pages 157–161. Turku Centre for Computer Science, 2006. ISBN 951-29-3006-4.
Info
See www.tucs.fi ...
1620Mikaela Klami and Krista Lagus. Unsupervised word categorization using Self-Organizing Maps and automatically extracted morphs. In Proceedngs of the 7th International Conference on Intelligent Data Engineering and Automated Learning, pages 912–919, 2006.
Info
1619Mikko Korpela and Jaakko Hollmén. Extending an algorithm for clustering gene expression time series. In Juho Rousu, Samuel Kaski, and Esko Ukkonen, editors, Probabilistic Modeling and Machine Learning in Structural and Systems Biology (Workshop Proceedings, Tuusula, Finland, June 17–18, 2006), number B-2006-4 in Series of Publications B, pages 120–124, Helsinki, Finland, 2006. University of Helsinki. Poster.
Info
See www.cis.hut.fi ...
1618Nikolaj Tatti, Taneli Mielikäinen, Aristides Gionis, and Heikki Mannila. What is the dimension of your binary data. In Proceedings of Sixth IEEE International Conference on Data Mining (ICDM 2006), pages 603–612, 2006.
Info
1617Stefanos D. Kollias, Andreas Stafylopatis, Wlodzislaw Duch, and Erkki Oja, editors. Artificial Neural Networks - ICANN 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part I, volume 4131 of Lecture Notes in Computer Science. Springer, 2006.
Info
1616Stefanos D. Kollias, Andreas Stafylopatis, Wlodzislaw Duch, and Erkki Oja, editors. Artificial Neural Networks - ICANN 2006, 16th International Conference, Athens, Greece, September 10-14, 2006. Proceedings, Part II, volume 4132 of Lecture Notes in Computer Science. Springer, 2006.
Info
1615Sergey Borisov, Alexander Ilin, Ricardo Vigário, and Erkki Oja. Comparison of bss methods for the detection of ıt lpha-activity components in eeg. In ICA, pages 430–437, 2006.
Info
1614Scott C. Douglas, Zhijian Yuan, and Erkki Oja. Average convergence behavior of the fastica algorithm for blind source separation. In ICA, pages 790–798, 2006.
Info
1613Alexander Ilin, Harri Valpola, and Erkki Oja. Extraction of components with structured variance. In IJCNN, pages 5110–5117, 2006.
Info
1612Alexander Ilin, Harri Valpola, and Erkki Oja. Exploratory analysis of climate data using source separation methods. Neural Networks, 19(2):155–167, 2006.
Info
1611Zbynek Koldovský, Petr Tichavský, and Erkki Oja. Efficient variant of algorithm fastica for independent component analysis attaining the cramér-rao lower bound. IEEE Transactions on Neural Networks, 17(5):1265–1277, 2006.
Info
1610Erkki Oja and Zhijian Yuan. The fastica algorithm revisited: Convergence analysis. IEEE Transactions on Neural Networks, 17(6):1370–1381, 2006.
Info
1609Jussi Pakkanen, Jukka Iivarinen, and Erkki Oja. The evolving tree-analysis and applications. IEEE Transactions on Neural Networks, 17(3):591–603, 2006.
Info
1608K. Raju, Tapani Ristaniemi, Juha Karhunen, and Erkki Oja. Jammer suppression in ds-cdma arrays using independent component analysis. IEEE Transactions on Wireless Communications, 5(1):77–82, 2006.
Info
1607Petr Tichavský, Zbynek Koldovský, and Erkki Oja. Performance analysis of the fastica algorithm and crame/spl acute/r-rao bounds for linear independent component analysis. IEEE Transactions on Signal Processing, 54(4):1189–1203, 2006.
Info
1606Ching Chang, Raymond Sweha, and Panagiotis Papapetrou. Extending snbench to support a graphical programming interface for a sensor network tasking language (step). Technical Report, 2006.
Info
1605Panagiotis Papapetrou, Gary Benson, and George Kollios. Discovering frequent poly-regions in dna sequences. In International Workshop on Data Mining in Bioinformatics (IWDMB), International Conference on Data Mining (ICDM). IEEE, 2006.
Info
1604Petteri Kaski and Patric R. J. Östergård. Classification Algorithms for Codes and Designs. Number 15 in Algorithms and Computation in Mathematics. Springer-Verlag, Berlin Heidelberg, 2006.
Info
See users.tkk.fi ...
1603Tapani Raiko. Bayesian Inference in Nonlinear and Relational Latent Variable Models. PhD thesis, Helsinki University of Technology, Espoo, Finland, 2006.
Info
1602Tapani Raiko, Harri Valpola, Markus Harva, and Juha Karhunen. Building blocks for variational Bayesian learning of latent variable models. Technical Report E4, Helsinki University of Technology, Publications in Computer and Information Science, Espoo, Finland, 2006. Available at http://www.cis.hut.fi/Publications/.
Info
1601Matti Tornio and Tapani Raiko. Variational Bayesian approach for nonlinear identification and control. In Proceedings of the IFAC Workshop on Nonlinear Model Predictive Control for Fast Systems, NMPC FS06, pages 41–46, Grenoble, France, 2006.
Info
1600Risto Hakala, Timo Similä, Miki Sirola, and Jukka Parviainen. Process state and progress visualization using self-organizing map. In Emilio Corchado, Hujun Yin, Vicente J. Botti, and Colin Fyfe, editors, Intelligent Data Engineering and Automated Learning – IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings, volume 4224 of Lecture Notes in Computer Science, pages 73–80. Springer, 2006.
Info
See dx.doi.org ...
1599M. Pesonen, M. Laine, R. Vigário, and C. Krause. Brain oscillatory EEG responses reflect auditory memory functions. In abstr. 13th World Congress of Psychophysiology, International Organization of Psychophysiology (IOP'2006), Istanbul, Turkey, 2006.
Info
1598J.-H. Schleimer and R. Vigário. Reference-based extraction of phase synchronous components. In Proc. 16th Int. Conf. on Artificial Neural Networks (ICANN'2006), pages 230–238, Athens, Greece, 2006.
Info
1597S. Borisov, A. Illin, R. Vigário, and E. Oja. Comparison of BSS methods for the detection of -activity components in EEG. In Proc. 6th Int. Conf. on Independent Component Analysis and Blind Signal Separation (ICA'2006), pages 430–437, Charleston, South Carolina, USA, 2006.
Info
1596A. Pietilä, M. El-Segaier, R. Vigário, and E. Pesonen. Blind source separation of cardiac murmurs from heart recordings. In Proc. 6th Int. Conf. on Independent Component Analysis and Blind Signal Separation (ICA'2006), pages 470–477, Charleston, South Carolina, USA, 2006.
Info
1595Samuel Kaski. Ydintehtävät kunniaan. Polysteekki, N/A(3):19, 2006. (Commentary on the role of TKK in research in TKK's magazine.).
Info
1594Arto Klami and Samuel Kaski. Generative models that discover dependencies between data sets. In Proceedings of MLSP'06, IEEE International Workshop on Machine Learning for Signal Processing, pages 123–128. IEEE, 2006.
Info
1593Janne Nikkilä, Antti Honkela, and Samuel Kaski. Exploring the independence of gene regulatory modules. In Juho Rousu, Samuel Kaski, and Esko Ukkonen, editors, Proceedings of Probabilistic Modeling and Machine Learning in Structural and Systems Biology (PMSB 2006), pages 131–136, Helsinki, Finland, 2006. Poster.
Info
1592Merja Oja, Jaakko Peltonen, and Samuel Kaski. Estimation of human endogeneous retrovirus activities from expressed sequence databases. In Juho Rousu, Samuel Kaski, and Esko Ukkonen, editors, Probabilistic Modeling and Machine Learning in Structural and Systems Biology. Workshop Proceedings; Tuusula, Finland, June 17-18, pages 50–54, Helsinki, Finland, 2006. University of Helsinki.
Info
See www.cis.hut.fi ...
1591Jaakko Peltonen, Jacob Goldberger, and Samuel Kaski. Fast discriminative component analysis for comparing examples. In NIPS'06 Workshop on Learning to Compare Examples, December 8, 2006, Whistler, BC, Canada, 2006. http://www.idiap.ch/lce/.
Info
1590Jaakko Peltonen and Samuel Kaski. Learning when only some of the training data are from the same distribution as test data. In NIPS 2006 Workshop on Learning when Test and Training Inputs Have Different Distributions, 2006. Extended abstract at http://www.cis.hut.fi/projects/mi/papers/nips06_did_abstract.pdf, poster at http://www.cis.hut.fi/projects/mi/papers/nips06_did_poster.pdf.
Info
1589Kai Puolamäki and Samuel Kaski, editors. Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling. Helsinki University of Technology, Espoo, Finland, 2006.
Info
1588Juho Rousu, Samuel Kaski, and Esko Ukkonen, editors. Probabilistic Modeling and Machine Learning in Structural and Systems Biology. Workshop Proceedings; Tuusula, Finland, June 17-18. University of Helsinki, Helsinki, Finland, 2006.
Info
1587Jarkko Salojärvi, Kai Puolamäki, Jaana Simola, Lauri Kovanen, Ilpo Kojo, and Samuel Kaski. Inferring relevance from eye movements: Feature extraction. In Kai Puolamäki and Samuel Kaski, editors, Proceedings of the NIPS 2005 Workshop on Machine Learning for Implicit Feedback and User Modeling, pages 45–67. Helsinki University of Technology, Espoo, Finland, 2006.
Info
1586Udo Seiffert, Barbara Hammer, Samuel Kaski, and Thomas Villmann. Neural networks and machine learning in bioinformatics—theory and applications. In Proceedings of ESANN'06, 14th European Symposium on Artificial Neural Networks, pages 521–532, Evere, Belgium, 2006. d-side.
Info
1585Jarkko Venna and Samuel Kaski. Local multidimensional scaling. Neural Networks, 19:889–899, 2006.
Info
1584Jarkko Venna and Samuel Kaski. Visualizing gene interaction graphs with local multidimensional scaling. In Proceedings of ESANN'06, 14th European Symposium on Artificial Neural Networks, pages 557–562, Evere, Belgium, 2006. d-side. Poster.
Info
1583Jarkko Venna and Samuel Kaski. Nonlinear dimensionality reduction viewed as information retrieval. In NIPS 2006 Workshop on Novel Applications of Dimensionality Reduction, 2006. Extended abstract at http://www.cis.hut.fi/projects/mi/papers/nips06_nldrws.pdf.
Info
1582Jiří Šíma and Satu Elisa Schaeffer. On the NP-completeness of some graph cluster measures. In Jiří Wiedermann, Gerard Tel, Jarslav Pokorný, Mária Bieliková, and Július Štuller, editors, Proceedings of the Thirty-second International Conference on Current Trends in Theory and Practice of Computer Science (Sofsem 06), volume 3831 of Lecture Notes in Computer Science, pages 530–537, BerlinHeidelberg, Germany, 2006. Springer-Verlag GmbH.
Info
1581André Schumacher, Harri Haanpää, Satu Elisa Schaeffer, and Pekka Orponen. Load balancing by distributed optimisation in ad hoc networks. In J. Cao, I. Stojmenovic, X. Jia, and S. K. Das, editors, Proceedings of The 2nd International Conference on Mobile Ad-hoc and Sensor Networks (MSN 2006), volume 4325/2006 of Lecture Notes in Computer Science, pages 873–884, Berlin / Heidelberg, 2006. Springer-Verlag.
Info
See dx.doi.org ...
1580Sven Laur and Helger Lipmaa. Consistent adaptive two-party computations. Cryptology ePrint Archive, Report 2006/088, 2006. Techical report.
Info
See eprint.iacr.org ...
1579Ahto Buldas and Sven Laur. Do broken hash functions affect the security of time-stamping schemes?. In Jianying Zhou, Moti Yung, and Feng Bao, editors, Applied Cryptography and Network Security, 4th International Conference, ACNS 2006, Singapore, June 6-9, 2006, Proceedings, volume 3989 of Lecture Notes in Computer Science, pages 50–65. Springer, 2006.
Info
See dx.doi.org ...
1578Sven Laur, Helger Lipmaa, and Taneli Mielikäinen. Cryptographically private support vector machines. In KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 618–624, New York, NY, USA, 2006. ACM Press.
Info
See doi.acm.org ...
1577Sven Laur and Kaisa Nyberg. Efficient mutual data authentication using manually authenticated strings. In The 5th International Conference on Cryptology and Network Security, CANS 2006, Suzhou, Dec. 8 - 10, 2006, volume 4301 of Lecture Notes in Computer Science, pages 90–107. Springer, 2006. A shortened version of ePrint Report 2005/424.
Info
1576Sven Laur and Kaisa Nyberg. Efficient mutual data authentication using manually authenticated strings: Extended version. Cryptology ePrint Archive, Report 2005/424, 2006. A shorter more compact version was published at CANS 2006.
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1575Mika Sulkava, Jarkko Tikka, and Jaakko Hollmén. Sparse regression for analyzing the development of foliar nutrient concentrations in coniferous trees. Ecological Modelling, 191(1):118–130, January 2006.
Info
See dx.doi.org ...
1574M.A. Mayer, V. Karkaletsis, K. Stamatakis, A. Leis, D. Villarroel, C. Thomeczek, M. Labsky, F. Lopez-Ostenero, and T. Honkela. MedIEQ-Quality Labelling of Medical Web Content Using Multilingual Information Extraction. Studies in Health Technology and Informatics, 121:183, 2006.
Info
See www.ncbi.nlm.nih.gov ...
1573Krista Lagus and Timo Honkela. Kognitiivinen mallintaminen (Cognitive Modeling), pages 61–70. Kognitiivisen neurotieteen tutkimuskeskus, Turun yliopisto, Turku, 2006.
Info
1572Timo Latvala and Tommi Junttila. Nusmv-2.3.99-cav2006. Computer program, 2006.
Info
See www.tcs.hut.fi ...
1571Toni Jussila, Jori Dubrovin, Tommi Junttila, Timo Latvala, and Ivan Porres. Model checking dynamic and hierarchical UML state machines. In MoDeVa: Model Development, Validation and Verification; 3rd International Workshop, Genova, Italy, October 2006, pages 94–110, 2006.
Info
See modeva.itee.uq.edu.au ...
1570Tiina Lindh-Knuutila, Timo Honkela, and Krista Lagus. Simulating meaning negotiation using observational language games. In Symbol grounding and beyond, volume 4211 of Lecture Notes in Computer Science, pages 168–179. Springer Berlin/Heidelberg, 2006.
Info
See www.springerlink.com ...
1569Kimmo Kettunen, Markus Sadeniemi, Tiina Lindh-Knuutila, and Timo Honkela. Analysis of EU languages through text compression. In Tapio Salakoski et al., editor, Advances in Natural Language Processing, volume 4139 of LNCS, pages 99–109. Springer-Verlag Berlin Heidelberg, 2006.
Info
See www.springerlink.com ...
1568Tomi Janhunen, Ilkka Niemelä, Dietmar Seipel, Patrik Simons, and Jia-Huai You. Unfolding partiality and disjunctions in stable model semantics. ACM Transactions on Computational Logic, 7(1):1–37, January 2006.
Info
See doi.acm.org ...
1567Tomi Janhunen. lp2sat 1.10 — A tool for translating normal logic programs into SAT. http://www.tcs.hut.fi/Software/lp2sat/, 2006. Computer Program.
Info
See www.tcs.hut.fi ...
1566Ville Nuorvala and Antti Tuominen. MIPL Mobile IPv6 for Linux, version 2.0.2, 2006.
Info
See www.mobile-ipv6.org ...
1565Ville Nuorvala and Antti Tuominen. MIPL Mobile IPv6 for Linux, version 2.0.1, 2006.
Info
See www.mobile-ipv6.org ...
1564Ville Nuorvala. NEPL NEmo Platform for Linux, version 0.2, 2006.
Info
See www.mobile-ipv6.org ...
1563Ville Nuorvala and Antti Tuominen. MIPL Mobile IPv6 for Linux, version 2.0, 2006.
Info
See www.mobile-ipv6.org ...
1562Erkki Oja and Zhijian Yuan. The fastica algorithm revisited: convergence analysis. IEEE Trans. on Neural Networks, 17(6):1370–1381, 2006.
Info
1561Zhijian Yuan Scott C. Douglas and Erkki Oja. Average convergence behavior of the fastica algorithm for blind source separation. In Springer Lecture Notes in Computer Science, pages 790–798, 2006.
Info

2005

1560Federico Montesino-Pouzols and Angel Barriga. Medida y estimación activa de las prestaciones de la red. Boletín de la Red Nacional de I+D RedIRIS, 1(74–75):28–31, December 2005.
Info
See www.rediris.es ...
1559Sami Virpioja. New methods for statistical natural language modeling. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory of Computer and Information Science, December 2005.
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1558Antti Autere. Extensions and applications of the algorithm. Research Report A98, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2005. Doctoral dissertation.
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1557Misa Keinänen. Solving boolean equation systems. Research Report A99, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2005.
NOTE: Reprint of Licentiate's thesis; see URL below.
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1556Catharina Candolin. Securing Military Decision Making in a Network-centric Environment. Doctoral dissertation, TKK Dissertations 20, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2005.
Info
See lib.tkk.fi ...
1555Hannu Kari Catharina Candolin, Janne Lundberg. Packet level authentication in military networks. In Proceedings of the 6th Australian Information Warfare & IT Security Conference, Geelong, Australia, November 2005.
Info
1554Catharina Candolin. Securing Military Decision Making in a Network-centric Environment. Doctoral dissertation, TKK Dissertations 20, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2005.
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1553Hannu Kari Catharina Candolin, Janne Lundberg. Packet level authentication in military networks. In Proceedings of the 6th Australian Information Warfare & IT Security Conference, Geelong, Australia, November 2005.
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1552Catharina Candolin. Securing Military Decision Making in a Network-centric Environment. Doctoral dissertation, TKK Dissertations 20, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2005.
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1551Ville Viitaniemi and Jorma Laaksonen. Keyword-detection approach to automatic image annotation. In Proceedings of 2nd European Workshop on the Integration of Knowledge, Semantic and Digital Media Technologies (EWIMT 2005), pages 15–22, London, UK, November 2005.
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1550Markus Koskela, Jorma Laaksonen, Mats Sjöberg, and Hannes Muurinen. PicSOM experiments in TRECVID 2005. In Proceedings of the TRECVID 2005 Workshop, pages 262–270, Gaithersburg, MD, USA, November 2005. Available online at http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html.
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1549Sven Laur and Kaisa Nyberg. Efficient mutual data authentication using manually authenticated strings. Report 2005/424, Cryptology ePrint Archive, November 2005.
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1548Amaury Lendasse, Damien François, Vincent Wertz, and Michel Verleysen. Nonparametric noise estimation to build nonlinear model in chemometry. In Chimiométrie 2005, Villeneuve d'Ascq (France), pages 143–146, November 30 - December 1 2005.
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1547Patrik Floréen, Petteri Kaski, Jukka Kohonen, and Pekka Orponen. Exact and approximate balanced data gathering in energy-constrained sensor networks. Theoretical Computer Science, 344(1):30–46, November 2005.
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1546Sebastiaan Luyssaert, Mika Sulkava, Hannu Raitio, and Jaakko Hollmén. Are N and S deposition altering the chemical composition of Norway spruce and Scots pine needles in Finland?. Environmental Pollution, 138(1):5–17, November 2005.
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1545Alexander Ilin and Harri Valpola. On the effect of the form of the posterior approximation in variational learning of ICA models. Neural Processing Letters, 22(2):183–204, October 2005.
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1544Alexander Ilin and Harri Valpola. Frequency-based separation of climate signals. In Proceedings of the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2005), pages 519–526, Porto, Portugal, October 2005.
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1543Antti Sorjamaa. Strategies for the long-term prediction of time series using local models. Master's thesis, Helsinki University of Technology, October 14 2005. Master Thesis obtained with the grade 5.
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1542Toni Jussila. On bounded model checking of asynchronous systems. Research Report A97, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, October 2005. Doctoral dissertation.
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1541Jan Friso Groote and Misa Keinänen. A sub-quadratic algorithm for conjunctive and disjunctive boolean equation systems. In D.V. Hung and M. Wirsing, editors, Theoretical Aspects of Computing – ICTAC 2005, volume 3722 of Lecture Notes in Computer Science, pages 545–558. Springer-Verlag, October 2005.
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1540Matthieu Molinier, Jorma Laaksonen, Jussi Ahola, and Tuomas Häme. Self-organizing map application for retrieval of man-made structures in remote sensing data. In Proceedings of ESA-EUSC 2005: Image Information Mining – Theory and Application to Earth Observation, Frascat, Italy, October 2005.
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1539Jan Friso Groote and Misa Keinänen. A sub-quadratic algorithm for conjunctive and disjunctive boolean equation systems. In D.V. Hung and M. Wirsing, editors, Theoretical Aspects of Computing – ICTAC 2005, volume 3722 of Lecture Notes in Computer Science, pages 545–558. Springer-Verlag, October 2005.
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1538Marco Bozzano, Roberto Bruttomesso, Alessandro Cimatti, Tommi Junttila, Peter van Rossum, Stephan Schulz, and Roberto Sebastiani. MathSAT: Tight integration of SAT and mathematical decision procedures. Journal of Automated Reasoning, 35(1–3):265–293, October 2005.
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1537Antti Sorjamaa, Jin Hao, and Amaury Lendasse. Mutual information and k-nearest neighbors approximator for time series predictions. In W. Duch at al., editor, LNCS - Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005, volume 3697/2005 of Lecture Notes in Computer Science, pages 553–558. Springer Berlin / Heidelberg, September 11-15 2005.
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1536Heikki Tauriainen. A note on the worst-case memory requirements of generalized nested depth-first search. Research Report A96, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, September 2005.
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1535Emilia Oikarinen and Tomi Janhunen. CIRC2DLP — translating circumscription into disjunctive logic programming. In Chitta Baral, Gianluigi Grego, Nicola Leone, and Giorgio Terracina, editors, Logic Programming and Nonmonotonic Reasoning, Proceedings of the 8th International Conference on Logic Programming and Nonmonotonic Reasoning, volume 3662 of Lecture Notes in Artificial Intelligence, pages 405–409, Diamante, Italy, September 2005. Springer-Verlag. System Description.
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1534Francesco Corona and Amaury Lendasse. Input selection and function approximation using the self-organizing map: An application to spectrometric modeling. In Proceedings of WSOM 2005 International Workshop on Self-Organizing Maps, Paris (France), pages 653–660, September 5-8 2005.
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1533Mats Sjöberg and Jorma Laaksonen. Content-based retrieval of web pages and other hierarchical objects with Self-Organizing Maps. In Proceedings of 15th International Conference on Artificial Neural Networks (ICANN 2005), pages 841–846, Warsaw, Poland, September 2005. Available online at http://dx.doi.org/10.1007/11550907_133.
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1532Pasi Lehtimäki and Kimmo Raivio. A knowledge-based model for analyzing GSM network performance.. In Proceedings of The 6th International Symposium on Intelligent Data Analysis (IDA), pages 204–215, Madrid, Spain, September 8 - 10 2005. Poster.
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1531Krista Lagus, Mathias Creutz, and Sami Virpioja. Latent linguistic codes for morphemes using Independent Component Analysis. In A. Cangelosi, G. Bugmann, and R. Borisyuk, editors, Modeling language, cognition and action: Proceedings of the Ninth Neural Computation and Psychology Workshop (NCPW9), September 2005.
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1530Amaury Lendasse, Yongnan Ji, Nima Reyhani, and Michel Verleysen. LS-SVM hyperparameter selection with a nonparametric noise estimator. In W. Duch et al., editor, ICANN05, International Conference on Artificial Neural Networks, Artificial Neural Networks: Formal Models and Their Applications, volume 3697 of Lecture Notes in Computer Science, pages 625–630, September 11-15 2005.
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1529Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, and Michel Verleysen. Time series forecasting: Obtaining long term trends with self-organizing maps. Pattern Recognition Letters, 26(12):1795–1808, September 2005.
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1528S. Broman and Mikko Kurimo. Methods for combining language models in speech recognition. In 9th European Conference on Speech Communication and Technology, pages 1317–1320, September 2005.
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1527Mikko Kurimo and V. Turunen. To recover from speech recognition errors in spoken document retrieval. In 9th European Conference on Speech Communication and Technology, pages 605–608, September 2005.
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1526Matti Järvisalo. rgen — a SAT benchmark generator, September 2005. Computer program.
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1525Nima Reyhani Amaury Lendasse, Yongnan Ji and Michel Verleysen. LS-SVM hyperparameter selection with a nonparametric noise estimator. In E. Oja S. Zadroznyeds W. Duch, J. Kacprzyk, editor, ICANN05, International Conference on Artificial Neural Networks, Artificial Neural Networks: Formal Models and Their Applications, volume 3697 of Lecture Notes in Computer Science, pages 625–630, September 11-15 2005.
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1524Tapani Raiko. Nonlinear relational Markov networks with an application to the game of Go. In Proceedings of the International Conference on Artificial Neural Networks (ICANN 2005), pages 989–996, Warsaw, Poland, September 2005.
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1523Mika Sulkava, Pasi Rautio, and Jaakko Hollmén. Combining measurement quality into monitoring trends in foliar nutrient concentrations. In Włodzisław Duch, Janusz Kacprzyk, Erkki Oja, and Sławomir Zadrozny, editors, Artificial Neural Networks: Formal Models and Their Applications – ICANN 2005: 15th International Conference, Proceedings, Part II, volume 3697 of Lecture Notes in Computer Science, pages 761–767, Warsaw, Poland, September 2005. Springer-Verlag.
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1522Jean Gressmann, Tomi Janhunen, Robert Mercer, Torsten Schaub, Sven Thiele, and Richard Tichy. Platypus: A platform for distributed answer set solving. In Chitta Baral, Gianluigi Greco, Nicola Leone, and Giorgio Terracina, editors, Proceedings of the 8th International Conference on Logic Programming and Nonmonotonic Reasoning, pages 227–239, Diamante, Italy, September 2005. Springer-Verlag.
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1521Alexander Ilin, Harri Valpola, and Erkki Oja. Semiblind source separation of climate data detects El Ni no as the component with the highest interannual variability. In Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2005), pages 1722–1727, Montréal, Québec, Canada, August 2005.
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1520Timo Latvala. Automata-theoretic and bounded model checking for linear temporal logic. Research Report A95, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, August 2005. Doctoral dissertation.
NOTE: Papers available through URL below.
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1519Francesco Corona, Alberto Servida, and Stefania Tronci. Analysis and monitoring of air emissions using neural techniques. In Proceedings of EANN 2005 International Conference on Engineering Applications of Neural Networks, Lille (France), pages 101–108, August 24-26 2005.
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1518Zhirong Yang and Jorma Laaksonen. Partial relevance in interactive facial image retrieval. In Proceedings of 3rd International Conference on Advances in Pattern Recognition (ICAPR 2005), pages 216–225, Bath, UK, August 2005.
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1517Matti Pöllä and Timo Honkela. Self-organizing neural network models for state anticipatory systems. In D. Dubois, editor, Computing Anticipatory Systems (CASYS'05), Liège, Belgium, August 2005. American Institute of Physics, Woodbury, New York. Received Best Paper Award.
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1516Kimmo Varpaaniemi, editor. Annual report for the year 2004. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, July 2005.
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1515Catharina Candolin. Ensuring decision making during information operations. In Proceedings of the 4th European Conference on Information Warfare (ECIW'05), University of Glamorgan, Wales, UK, July 2005.
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1514Catharina Candolin. Ensuring decision making during information operations. In Proceedings of the 4th European Conference on Information Warfare (ECIW'05), University of Glamorgan, Wales, UK, July 2005.
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1513Emilia Oikarinen. Translating parallel circumscription into disjunctive logic programming. In ICCL Summer School Student Workshop 2005, Dresden, Germany, July 2005. TU Dresden.
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1512Gerd Brewka, Ilkka Niemelä, and Mirosław Truszczyński. Prioritized component systems. In Proceedings of the Twentieth National Conference on Artificial Intelligence, pages 596–601. AAAI Press, July 2005.
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1511Markus Koskela and Jorma Laaksonen. Semantic annotation of image groups with Self-Organizing Maps. In Proceedings of 4th International Conference on Image and Video Retrieval (CIVR 2005), pages 518–527, Singapore, July 2005.
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1510Keijo Heljanko, Tommi Junttila, and Timo Latvala. Incremental and complete bounded model checking for full PLTL. In Kousha Etessami and Sriram K. Rajamani, editors, Proceedings of the 17th International Conference on Computer Aided Verification (CAV'2005), volume 3576 of Lecture Notes in Computer Science, pages 98–111, Edinburgh, Scotland, United Kingdom, July 2005. Springer-Verlag.
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1509Mikko Kurimo and V. Turunen. Retrieving speech correctly despite the recognition errors. In 2nd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms, July 2005.
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1508Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola, and Juha Karhunen. Bayes Blocks: An implementation of the variational Bayesian building blocks framework. In Proc. of the 21st Conf. on Uncertainty in Artificial Intelligence (UAI 2005), pages 259–266, Edinburgh, Scotland, July 2005.
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1507Kristian Kersting and Tapani Raiko. 'say EM' for selecting probabilistic models for logical sequences. In Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence, UAI 2005, pages 300–307, Edinburgh, Scotland, July 2005.
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1506Sergey Borisov, Alexander Ilin, Ricardo Vigário, and A. Kaplan. Source localization of low- and high-amplitude alpha activity: A segmental and DSS analysis. In Proceedings of the 11th Annual Meeting of Organization for Human Brain Mapping, Toronto, Canada, June 2005.
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1505Antti Sorjamaa, Nima Reyhani, and Amaury Lendasse. Input and structure selection for k-NN approximator. In Francisco Sandoval Joan Cabestany, Alberto Prieto, editor, LNCS - Computational Intelligence and Bioinspired Systems - IWANN 2005, volume 3512/2005 of Lecture Notes in Computer Science, pages 985–992. Springer Berlin / Heidelberg, June 2005.
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1504Petteri Kaski. Algorithms for classification of combinatorial objects. Research Report A94, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, June 2005. Doctoral dissertation.
NOTE: Papers available through URL below.
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1503Angel Barriga, Santiago Sánchez-Solano, Iluminada Baturone, Franciso Moreno-Velo, Piedad Brox, Federico Montesino-Pouzols, Nashaat Hussein, María Brox, and Andrés Gersnoviez. Fuzzy logic activities at the microelectronics institute of seville. In XVI Italian Workshop on Neural Networks (WIRN2005), volume 3391 of Lecture Notes in Computer Science, pages 157–162, Salerno, Italy, June 2005.
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1502Harri Haanpää and Petteri Kaski. The near resolvable 2-(13, 4, 3) designs and thirteen-player whist tournaments. Designs, Codes and Cryptography, 35(3):271–285, June 2005.
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1501Catherine Bounsaythip, Erno Lindfors, Peddinti V. Gopalacharyulu, Jaakko Hollmén, and Matej Orešic. Network-based representation of biological data for enabling context-based mining. In Proceedings of KRBIO'05, International Symposium of the Knowledge Representation in Bioinformatics, pages 1–6, June 2005.
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1500Catherine Bounsaythip, Jaakko Hollmén, Samuel Kaski, and Matej Orešic, editors. Proceedings of KRBIO'05, International Symposium of the Knowledge Representation in Bioinformatics. Helsinki University of Technology, June 2005. Espoo, Finland.
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1499Jarkko Tikka, Jaakko Hollmén, and Amaury Lendasse. Input Selection for Long-Term Prediction of Time Series. In Joan Cabestany, Alberto Prieto, and Francisco Sandoval, editors, Proceedings of the 8th International Work-Conference on Artificial Neural Networks (IWANN 2005), volume 3512 of Lecture Notes in Computer Science, pages 1002–1009. Springer-Verlag, June 2005. Vilanova i la Geltú, Barcelona, Spain.
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1498Jaakko J. Väyrynen and Timo Honkela. Comparison of independent component analysis and singular value decomposition in word context analysis. In Timo Honkela, Ville Könönen, Matti Pöllä, and Olli Simula, editors, Proceedings of AKRR'05, International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning, pages 135–140. Helsinki University of Technology, Laboratory of Computer and Information Science, June 2005.
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1497Jorma Laaksonen, Ville Viitaniemi, and Markus Koskela. Emergence of semantic concepts in visual databases. In Proceedings of International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR 05), pages 127–134, Espoo, Finland, June 2005.
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1496Jorma Laaksonen, Ville Viitaniemi, and Markus Koskela. Application of Self-Organizing Maps and automatic image segmentation to 101 object categories database. In Proceedings of Fourth International Workshop on Content-Based Multimedia Indexing (CBMI 2005), Riga, Latvia, June 2005.
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1495Zhirong Yang and Jorma Laaksonen. Approximated classification in interactive facial image retrieval. In Proceedings of 14th Scandinavian Conference on Image Analysis (SCIA 2005), pages 770–779, Joensuu, Finland, June 2005.
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1494Keijo Heljanko and Alin Stefanescu. Complexity results for checking distributed implementability. In Jörg Desel and Yosinori Watanabe, editors, Proceedings of the 5th International Conference on Application of Concurrency to System Design (ACSD'2005), pages 78–87, St Malo, France, June 2005. IEEE Computer Society.
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1493Pasi Lehtimäki and Kimmo Raivio. A SOM based approach for visualization of GSM network performance data. In Proceedings of The 18th International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems (IEA/AIE), pages 588–598, Bari, Italy, June 22 - 25 2005.
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1492Krista Lagus, Esa Alhoniemi, Jeremias Seppä, Antti Honkela, and Paul Wagner. Independent variable group analysis in learning compact representations for data. In Timo Honkela, Ville Könönen, Matti Pöllä, and Olli Simula, editors, Proceedings of the International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR'05), pages 49–56, Espoo, Finland, June 2005.
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1491Mathias Creutz and Krista Lagus. Inducing the morphological lexicon of a natural language from unannotated text. In Proceedings of AKRR'05, International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning, pages 106–113, Espoo, Finland, June 2005.
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1490Jarkko Tikka, Jaakko Hollmén, and Amaury Lendasse. Input selection for long-term prediction of time series. In Francisco Sandoval Joan Cabestany, Alberto Prieto, editor, Computational Intelligence and Bioinspired Systems: 8th International Workshop on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltra, Barcelona, Spain, volume 3512 of Lecture Notes in Computer Science, pages 1002–1009. Springer-Verlag GmbH, June 2005.
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1489Yongnan Ji, Jin Hao, Nima Reyhani, and Amaury Lendasse. Direct and recursive prediction of time series using mutual information selection. In J. Cabestany et al., editor, Computational Intelligence and Bioinspired Systems: 8th International Workshop on Artificial Neural Networks, IWANN'05, Vilanova i la Geltra, Barcelona, Spain, volume 3512 of Lecture Notes in Computer Science, pages 1010–1017. Springer-Verlag GmbH, June 8-10 2005.
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1488Matti Pöllä, Tiina Lindh-Knuutila, and Timo Honkela. Self-refreshing SOM as a semantic memory model. In Proceedings of AKRR'05, International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning, pages 171–174, Espoo, Finland, June 2005.
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1487Nima Reyhani Antti Sorjamaa and Amaury Lendasse. Input and structure selection for k-NN approximator. In Francisco Sandoval Joan Cabestany, Alberto Prieto, editor, LNCS - Computational Intelligence and Bioinspired Systems - IWANN 2005, volume 3512/2005 of Lecture Notes in Computer Science, pages 985–992. Springer Berlin / Heidelberg, June 2005.
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1486Nima Reyhani Yongnan Ji, Jin Hao and Amaury Lendasse. Direct and recursive prediction of time series using mutual information selection. In Computational Intelligence and Bioinspired Systems: 8th International Workshop on Artificial Neural Networks, IWANN'05, Vilanova i la Geltra, Barcelona, Spain, volume 3512 of Lecture Notes in Computer Science, pages 1010–1017. Springer-Verlag GmbH, June 8-10 2005.
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1485Oskar Kohonen, Sakari Katajamäki, and Timo Honkela. In search for volta: Statistical analysis of word patterns in shakespeare's sonnets. In Ann Russell, Timo Honkela, Krista Lagus, and Matti Pöllä, editors, Proceedings of AMKLC'05, International Symposium on Adaptive Models of Knowledge, Language and Cognition, pages 44–47, Espoo, Finland, June 2005. Poster.
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1484Sakari Seitz, Mikko Alava, and Pekka Orponen. Focused local search for random 3-satisfiability. Journal of Statistical Mechanics: Theory and Experiment, P06006:1–27, June 2005.
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1483Jiří Šíma and Satu Elisa Schaeffer. On the np-completeness of some graph cluster measures. Technical Report cs.CC/0506100, arXiv.org e-Print archive, http://arxiv.org/, June 2005.
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1482Teemu Hirsimäki, Mathias Creutz, Vesa Siivola, and Mikko Kurimo. Morphologically motivated language models in speech recognition. In Proceedings of the International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning (AKRR05), pages 121–126, Espoo, Finland, June 2005.
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1481Timo Honkela, Ville Könönen, Matti Pöllä, and Olli Simula, editors. Proceedings of AKRR'05, International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning. Helsinki University of Technology, Espoo, Finland, June 2005.
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1480Ann Russell, Timo Honkela, Krista Lagus, and Matti Pöllä, editors. Proceedings of AMKLC'05, International Symposium on Adaptive Models of Knowledge, Language and Cognition. Helsinki University of Technology, Espoo, Finland, June 2005.
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1479Misa Keinänen. Obtaining memory efficient solutions to boolean equation systems. In Electronic Notes in Theoretical Computer Science, volume 133, pages 175–191. Elsevier, May 2005.
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1478Francesco Corona, Stefania Tronci, Paolo Bragatto, Paolo Pittiglio, Alberto Servida, Claudio Codevico, and Roberto Baratti. Application of neural soft sensing techniques to emission monitoring from multiple combustion processes. In Chemical Engineering Transactions: Proceedings of ICHEAP7 International Conference on Chemical and Process Engineering, Giardini di Naxos (Italy), volume 6, pages 167–172. AIDIC, May 15-18 2005.
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1477Zhirong Yang and Jorma Laaksonen. Interactive retrieval in facial image database using Self-Organizing Maps. In Proceedings of IAPR Conference on Machine Vision Applications (MVA 2005), pages 112–115, Tsukuba Science City, Japan, May 2005.
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1476Jaana Laiho, Kimmo Raivio, Pasi Lehtimäki, Kimmo Hätönen, and Olli Simula. Advanced analysis methods for 3G cellular networks. IEEE Transactions on Wireless Communications, 4(3):930–942, May 2005.
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1475Maarit Hietalahti. Cooperation in clustered ad hoc networks. In Proceedings of the 5th Scandinavian Workshop on Wireless Ad-hoc Networks Adhoc'05, Stockholm, Sweden, May 2005.
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1474Misa Keinänen. Obtaining memory efficient solutions to boolean equation systems. In Electronic Notes in Theoretical Computer Science, volume 133, pages 175–191. Elsevier, May 2005.
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1473Matti Pöllä. Modeling anticipatory behavior with self-organizing neural networks. Master's thesis, Helsinki University of Technology, Espoo, Finland, May 2005.
Info
See www.cis.hut.fi ...
1472Antti Sorjamaa, Amaury Lendasse, and Michel Verleysen. Pruned lazy learning models for time series prediction. In M. Verleysen, editor, ESANN05, European Symposium on Artificial Neural Networks, pages 509–514. d-side publ. (Evere, Belgium), April 27-29 2005.
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1471Misa Kristian Keinänen. Solving Boolean Equation Systems. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, April 2005.
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1470Mathias Creutz, Krista Lagus, Krister Lindén, and Sami Virpioja. Morfessor and Hutmegs: Unsupervised morpheme segmentation for highly-inflecting and compounding languages. In Proceedings of the Second Baltic Conference on Human Language Technologies, pages 107–112, April 2005.
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1469Nima Reyhani, Jin Hao, Yongnan Ji, and Amaury Lendasse. Mutual information and gamma test for input selection. In M. Verleysen, editor, ESANN 2005, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 503–508. d-side publ. (Evere, Belgium), April 27-29 2005.
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1468Misa Kristian Keinänen. Solving Boolean Equation Systems. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, April 2005.
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1467Yongnan Ji Nima Reyhani, Jin Hao and Amaury Lendasse. Mutual information and gamma test for input selection. In ESANN 2005, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 503–504, April 27-29 2005.
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1466Evan Griffiths and Pekka Orponen. Optimization, block designs and No Free Lunch theorems. Information Processing Letters, 94(2):55–61, April 2005.
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1465Janne Lundberg, Catharina Candolin, and Hannu Kari. Multicast source authentication for limited devices. In Proceedings of International Conference on Automation and Infor mation (ICAI'05), Buenos Aires, Argentina, March 2005.
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1464Janne Lundberg, Catharina Candolin, and Hannu Kari. Multicast source authentication for limited devices. In Proceedings of International Conference on Automation and Information (ICAI'05), Buenos Aires, Argentina, March 2005.
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1463Janne Lundberg, Catharina Candolin, and Hannu Kari. Multicast source authentication for limited devices. In Proceedings of International Conference on Automation and Infor mation (ICAI'05), Buenos Aires, Argentina, March 2005.
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1462Janne Lundberg, Catharina Candolin, and Hannu Kari. Multicast source authentication for limited devices. In Proceedings of International Conference on Automation and Information (ICAI'05), Buenos Aires, Argentina, March 2005.
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1461Amaury Lendasse, Geoffroy Simon, Vincent Wertz, and Michel Verleysen. Fast bootstrap methodology for regression model selection. Neurocomputing, 64:161–181, March 2005.
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1460Jarkko Ylipaavalniemi. Variability of independent components in functional magnetic resonance imaging. Master's thesis, Helsinki University of Technology, Espoo, Finland, March 2005.
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1459Antti Honkela and Harri Valpola. Unsupervised variational Bayesian learning of nonlinear models. In L. Saul, Y. Weiss, and L. Bottou, editors, Advances in Neural Information Processing Systems 17, pages 593–600. MIT Press, Cambridge, MA, USA, 2005. Poster.
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1458Antti Honkela, Tomas Östman, and Ricardo Vigário. Empirical evidence of the linear nature of magnetoencephalograms. In Proc. 13th European Symposium on Artificial Neural Networks (ESANN 2005), pages 285–290, Bruges, Belgium, 2005.
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1457Antti Honkela. Advances in Variational Bayesian Nonlinear Blind Source Separation. PhD thesis, Helsinki University of Technology, Espoo, Finland, 2005.
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1456Antti Ukkonen, Mikael Fortelius, and Heikki Mannila. Finding partial orders from unordered 0-1 data. In Proceedings of the 11th ACM Conference on Knowledge Discovery and Data Mining (KDD), pages 285–293. ACM, New York, NY, USA, 2005.
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1455Janne Lundberg. A Wireless Multicast Delivery Architecture for Mobile Terminals. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2005.
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1454Misa Keinänen. Solving Boolean Equation Systems. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2005.
Info
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1453Ville Salmensuu. Feasibility of IPsec as a secure mobility management technology.. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2005.
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1452Lasse Kiviluoto. Sperner capacity of directed graphs. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2005.
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1451Tommi Vainikainen. Applying graph rewriting to model transformations. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2005.
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1450Anssi Rajaniemi. Verkkopankin toimintavarmuuden turvaaminen tietoverkon näkökulmasta. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2005.
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1449Antti Hyvärinen. SATU: A system for distributed propositional satisfiability checking in computational GRIDs. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2005.
Info
See www.tcs.hut.fi ...
1448Topi Pohjolainen. Model checking a client-server system with a scalable level of concurrency. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2005.
NOTE: Spin and Maria models of the distributed system studied in the thesis are available through the link below.
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1447Stefano Marinoni. Performance of wireless ad hoc routing protocols — a simulation study in realistic environments. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2005.
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1446Tuulia Kullberg. The effect of the access point selection method on reachability between a mobile ad hoc node and a fixed node. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2005.
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1445Pauli Aho. Extending a generic constraint solver over polymorphic data. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2005.
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1444Janne Lundberg, Catharina Candolin, and Hannu H. Kari. Multicast source authentication for limited devices. WSEAS Transactions on Computers, 4(4), 2005.
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1443Misa Keinänen and Ilkka Niemelä. Solving alternating boolean equation systems in answer set programming. In U. Geske D. Seipel, M. Hanus and O. Bartenstein, editors, Applications of Declarative Programming and Knowledge Management, volume 3392 of Lecture Notes in Computer Science, pages 134–148. Springer-Verlag, 2005.
Info
1442Janne Lundberg, Catharina Candolin, and Hannu H. Kari. Multicast source authentication for limited devices. WSEAS Transactions on Computers, 4(4), 2005.
Info
1441Kimmo Varpaaniemi. On stubborn sets in the verification of linear time temporal properties. Formal Methods in System Design, 26(1):45–67, January 2005. 2005 Springer Science + Business Media, Inc. (Norwell, MA, USA; Dordrecht, The Netherlands; Berlin, Germany).
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See www.springerlink.com ...
1440Janne Lundberg, Catharina Candolin, and Hannu H. Kari. Multicast source authentication for limited devices. WSEAS Transactions on Computers, 4(4), 2005.
Info
1439Emilia Oikarinen. CIRC2DLP 1.1 — software for translating parallel circumscription to disjunctive logic programming, 2005. Computer Program.
Info
See www.tcs.hut.fi ...
1438Elena Czeizler and Eugen Czeizler. On the power of parallel communicating watson-crick automata systems. Technical Report TUCS 722, University of Turku, Dept. of Mathematics, TUCS, Turku, Finland, 2005.
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1437Francesco Corona, Stefania Tronci, Paolo Bragatto, Paolo Pittiglio, Alberto Servida, Claudio Codevico, and Roberto Baratti. Application of neural soft sensing techniques to emission monitoring from multiple combustion processes. In AIDIC Conference Series, volume 7, pages 59–66. AIDIC, 2005.
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1436Harri Haanpää. No 17-player triplewhist tournament has nontrivial automorphisms. Journal of Combinatorial Designs, 13:345–348, 2005.
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1435Hannes Heikinheimo. Inferring taxonomic hierarchies from 0-1 data. Master's thesis, Helsinki University of Technology, 2005.
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1434Matti Järvisalo, Tommi Junttila, and Ilkka Niemelä. Unrestricted vs restricted cut in a tableau method for Boolean circuits. Annals of Mathematics and Artificial Intelligence, 44(4):373–399, 2005.
Info
See dx.doi.org ...
1433Gerhard Brewka, Ilkka Niemelä, Torsten Schaub, Miroslaw Truszczynski, , and Joost Vennekens, editors. 05171 Abstracts Collection – Nonmonotonic Reasoning, Answer Set Programming and Constraints, number 05171 in Dagstuhl Seminar Proceedings. Internationales Begegnungs- und Forschungszentrum (IBFI), Schloss Dagstuhl, Germany, 2005.
Info
See drops.dagstuhl.de ...
1432Peddinti V. Gopalacharyulu, Erno Lindfors, Catherine Bounsaythip, Teemu Kivioja, Laxman Yetukuri, Jaakko Hollmén, and Matej Orešic. Data integration and visualization system for enabling conceptual biology. Bioinformatics, 21(Suppl.1):i177–i185, 2005.
Info
See dx.doi.org ...
1431Petri Kährä, Jaakko Hollmén, Satu Karling, Jaakko Kujala, Petri Kuosmanen, and Janne Lindqvist. Opinnäytetyön ohjaus teknillisessä korkeakoulussa. Technical Report 28/2005, Metrology Research Institute, Helsinki University of Technology, 2005.
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1430E. Kettunen, A.G. Nicholson, B. Nagy, J.K. Seppänen, T. Ollikainen, G. Ladas, V. Kinnula, M. Dusmet, S. Nordling, Jaakko Hollmén, D. Kamel, P. Goldstraw, and S. Knuutila. L1CAM, INP10, P-cadherin, tPA and ITGB4 over-expression in malignant pleural mesotheliomas revealed by combined use of cDNA and tissue microarray. Carcinogenesis, 26(1):17–25, 2005.
Info
See dx.doi.org ...
1429Jaakko Väyrynen. Learning linguistic features from natural text data by independent component analysis. Master's thesis, Helsinki University of Technology, 2005.
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1428Janne Lundberg, Catharina Candolin, and Hannu H. Kari. Multicast source authentication for limited devices. WSEAS Transactions on Computers, 4(4), 2005.
Info
1427Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. On discriminative joint density modeling. In Machine Learning: ECML 2005, volume 3720/2005 of Lecture Notes in Computer Science, pages 341–352, Berlin / Heidelberg, 2005. Springer.
PDF (456 kB)
Info
See dx.doi.org ...
1426Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Implicit relevance feedback from eye movements. In Artificial Neural Networks: Biological Inspirations – ICANN 2005, volume 3696/2005 of Lecture Notes in Computer Science, pages 513–518, Berlin / Heidelberg, 2005. Springer.
PDF (284 kB)
Info
See dx.doi.org ...
1425Kai Puolamäki, Jarkko Salojärvi, Eerika Savia, Jaana Simola, and Samuel Kaski. Combining eye movements and collaborative filtering for proactive information retrieval. In Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '05), pages 146–153, New York, NY, USA, 2005. ACM.
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1424Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Expectation maximization algorithms for conditional likelihoods. In Proceedings of the 22nd International Conference on Machine Learning (ICML '05), pages 752–759, New York, NY, USA, 2005. ACM.
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1423Eerika Savia ja Kai Puolamäki, Janne Sinkkonen, and Samuel Kaski. Two-way latent grouping model for user preference prediction. In Proceedings of the 21st Conference on Uncertainty in Artificial Intelligence (UAI '05), pages 518–525, 2005.
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Info
See www.cis.hut.fi ...
1422Jussi Rintanen, Keijo Heljanko, and Ilkka Niemelä. Planning as satisfiability: Parallel plans and algorithms for plan search. Technical Report 216, Institute of Computer Science, University of Freiburg, Freiburg, Germany, 2005.
Info
See users.ics.tkk.fi ...
1421Krista Lagus. Miten hermoverkkomallit selittävät kielen oppimista. In A.M. Korpijaakko-Huuhka, S. Pekkala, and H. Heimo, editors, Kielen ja kognition suhde, volume 37. Yliopistopaino, Helsinki, 2005.
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1420Mathias Creutz and Krista Lagus. Unsupervised morpheme segmentation and morphology induction from text corpora using Morfessor 1.0. Technical Report A81, Publications in Computer and Information Science, Helsinki University of Technology, 2005. http://www.cis.hut.fi/projects/morpho/.
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1419Kimmo Varpaaniemi. On stubborn sets in the verification of linear time temporal properties. Formal Methods in System Design, 26(1):45–67, January 2005. 2005 Springer Science + Business Media, Inc. (Norwell, MA, USA; Dordrecht, The Netherlands; Berlin, Germany).
Info
See www.springerlink.com ...
1418Laura L. Elo, Leo Lahti, Heli Skottman, Minna Kyläniemi, Riitta Lahesmaa, and Tero Aittokallio. Integrating probe-level expression changes across generations of Affymetrix arrays. Nucl. Acids Res., 33(22):e193, 2005.
Info
See nar.oxfordjournals.org ...
1417Jean-Francois Boulicaut, Luc de Raedt, and Heikki Mannila, editors. Constraint-based mining and inductive databases. Springer-Verlag LNCS Volume 3848, ISBN: 3-540-31331-1, Springer 2005, 2005.
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1416Jouni Seppanen and Heikki Mannila. Boolean formulas and frequent sets. In Constraint-based mining and inductive databases, pages 348–361. Springer-Verlag, 2005.
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1415David Hand, Heikki Mannila, and Padhraic Smyth. Eksploracja danych. Wydawnictwa Naukowo-Techniczne, 2005. Polish translation of Principles of Data Mining (MIT Press 2001).
Info
1414Foto Afrati, Gautam Das, Aristides Gionis, Heikki Mannila, Taneli Mielikainen, and Panayiotis Tsaparas. Mining chains of relations. In ICDM 2005, the Fifth IEEE International Conference on Data Mining, pages 553–556, 2005.
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1413Spiros Papadimitriou, Aristides Gionis, Panayiotis Tsaparas, R.A. Vaisanen, Heikki Mannila, and C. Faloutsos. Parameter-free spatial data mining using mdl. In ICDM 2005, the Fifth IEEE International Conference on Data Mining, pages 346–353, 2005.
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1412Pasi Rastas, Mikko Koivisto, Heikki Mannila, and Esko Ukkonen. A hidden markov technique for haplotype reconstruction. In Algorithms in Bioinformatics: 5th International Workshop, WABI 2005, pages 140–151. Springer, 2005.
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1411Saara Hyvonen, Heli Junninen, Lauri Laakso, Mika Dal Maso, T. Gronholm, B. Bonn, P. Keronen, P. Aalto, V. Hiltunen, T. Pohja, S. Launiainen, Pentti Hari, Heikki Mannila, and M. Kulmala. A look at aerosol formation using data mining techniques. Atmos. Chem. Phys., 5:3345–3356, 2005.
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1410Antti Ukkonen, M. Fortelius, and Heikki Mannila. Finding partial orders from unordered 0-1 data. In Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 285–293, 2005.
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1409Aristides Gionis, Heikki Mannila, and Panayiotis Tsaparas. Clustering aggregation. In 21st International Conference on Data Engineering (ICDE), pages 341–352, 2005.
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1408M. Salmenkivi and Heikki Mannila. Piecewise constant modeling of sequential data using reversible jump markov chain monte carlo. In Data Mining in Bioinformatics, pages 85–103. Springer, 2005.
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1407M. Salmenkivi and Heikki Mannila. Using markov chain monte carlo and dynamic programming for event sequence data. Knowl. Inf. Syst., 7(3):267–288, 2005.
Info
1406Mikko Kurimo, V. Turunen, and I. Ekman. Speech Transcription and Spoken Document Retrieval in Finnish, pages 253–262. Springer, Berlin, 2005.
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1405J.H.L. Hansen, R. Huang, B. Zhou, M. Seadle, J.R. Deller Jr., A.R. Gurijala, Mikko Kurimo, and P. Angkititrakul. Speechfind: Advances in spoken document retrieval for a national gallery of the spoken word. IEEE Transactions on Speech and Audio Processing, 13(5):712–730, 2005.
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1404Harri Haanpää, Matti Järvisalo, Petteri Kaski, and Ilkka Niemelä. SAT benchmarks based on 3-regular graphs, 2005. SAT Competition 2005 benchmark description. Benchmark set available at http://www.tcs.hut.fi/%7Emjj/benchmarks/. SAT Competition 2005 results available through http://www.satcompetition.org/2005/.
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1403Misa Keinänen and Ilkka Niemelä. Solving alternating boolean equation systems in answer set programming. In U. Geske D. Seipel, M. Hanus and O. Bartenstein, editors, Applications of Declarative Programming and Knowledge Management, volume 3392 of Lecture Notes in Computer Science, pages 134–148. Springer-Verlag, 2005.
Info
1402Wlodzislaw Duch, Janusz Kacprzyk, Erkki Oja, and Slawomir Zadrozny, editors. Artificial Neural Networks: Biological Inspirations - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part I, volume 3696 of Lecture Notes in Computer Science. Springer, 2005.
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1401Wlodzislaw Duch, Janusz Kacprzyk, Erkki Oja, and Slawomir Zadrozny, editors. Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part II, volume 3697 of Lecture Notes in Computer Science. Springer, 2005.
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1400Zhijian Yuan and Erkki Oja. Projective nonnegative matrix factorization for image compression and feature extraction. In SCIA, pages 333–342, 2005.
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1399Oskar Kohonen. Generering av naturligt språk från emergenta representationer. Master's thesis, Helsinki University of Technology, Espoo, Finland, 2005.
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1398Patrik Floréen, Petteri Kaski, Jukka Kohonen, and Pekka Orponen. Lifetime maximization for multicasting in energy-constrained wireless networks. IEEE Journal on Selected Areas in Communications, 23(1):117–126, January 2005.
Info
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1397Pekka Orponen and Satu Elisa Schaeffer. Local clustering of large graphs by approximate Fiedler vectors. In S. Nikoletseas, editor, Proceedings of the 4th International Workshop on Efficient and Experimental Algorithms (WEA'05, Santorini, Greece, May 2005), volume 3503 of Lecture Notes in Computer Science, pages 524–533, Berlin Heidelberg, 2005. Springer-Verlag.
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1396Sakari Seitz, Mikko Alava, and Pekka Orponen. Threshold behaviour of WalkSAT and focused Metropolis search on random 3-satisfiability. In F. Bacchus and T. Walsh, editors, Proceedings of the 8th International Conference on Theory and Applications of Satisfiability Testing (SAT'05, St. Andrews, Scotland, June 2005), volume 3569 of Lecture Notes in Computer Science, pages 475–481, Berlin Heidelberg, 2005. Springer-Verlag.
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1395Panagiotis Papapetrou, George Kollios, Stan Sclaroff, and Dimitrios Gunopulos. Discovering frequent arrangements of temporal intervals. In Proceedings of the IEEE International Conference on Data Mining (ICDM). IEEE, 2005.
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1394Petteri Kaski and Patric R. J. Östergård. One-factorizations of regular graphs of order 12. Electronic Journal of Combinatorics, 12:R2, 2005.
Info
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1393Petteri Kaski. Isomorph-free exhaustive generation of designs with prescribed groups of automorphisms. SIAM Journal on Discrete Mathematics, 19(3):664–690, 2005.
Info
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1392Petteri Kaski. Nonexistence of perfect Steiner triple systems of orders 19 and 21. Bayreuther Mathematische Schriften, 74:130–135, 2005. Proceedings of ALCOMA05, April 3–10, Thurnau, Germany.
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1391Tapani Raiko and Matti Tornio. Learning nonlinear state-space models for control. In Proc. Int. Joint Conf. on Neural Networks (IJCNN'05), pages 815–820, Montreal, Canada, 2005.
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1390S. Borisov, A. Illin, R. Vigário, A. Kaplan, and E. Oja. Does low- and high-amplitude segments of alpha activity belongs to different sources: studying of EEG using both segmental analysis and DSS. In Proc. of 11th Annual Meeting of the Organization for Human Brain Mapping (HBM'05), Toronto, Canada, 2005.
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1389Catherine Bounsaythip, Jaakko Hollmén, Samuel Kaski, and Matej Orešic, editors. Proceedings of KRBIO05, Symposium on Knowledge Representation in Bioinformatics. Helsinki University of Technology, Espoo, Finland, 2005.
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1388Samuel Kaski. From learning metrics towards dependency exploration. In Proceedings of WSOM'05, 5th Workshop On Self-Organizing Maps, pages 307–314, Paris, 2005.
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1387Samuel Kaski. Proactive information retrieval by monitoring eye movements. In Abstracts of BrainIT, The Second International Conference on Brain-Inspired Information Technology, page 28, Kitakuyshu, Japan, 2005. Kyushu Institute of Technology. Abstract of an invited talk.
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1386Samuel Kaski, Petri Myllymäki, and Ilpo Kojo. User models from implicit feedback for proactive information retrieval. In Colin de la Higuera and Thierry Artières, editors, Proceedings of Workshop 4 of the 10th International Conference on User Modeling; Machine Learning for User Modeling: Challenges, pages 25–26, 2005.
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1385Samuel Kaski and Janne Nikkilä. Dependency exploration in computational systems biology. In Tiina Manninen, Marja-Leena Linne, and Olli Yli-Harja, editors, Proceedings of The 3rd TICSP Workshop on Computational Systems Biology, TICSP Series #29, pages 49–50, Tampere, Finland, 2005. Tampere University of Technology.
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1384Samuel Kaski and Janne Nikkilä. Of mice and men and yeast, and dependency exploration. CSCnews, Information Technology for Science in Finland, N/A(4):24–26, 2005.
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1383Samuel Kaski, Janne Nikkil?and Eerika Savia, and Christophe Roos. Discriminative clustering of yeast stress response. In Udo Seiffert, Lakhmi Jain, and Patric Schweizer, editors, Bioinformatics using Computational Intelligence Paradigms, pages 75–92, Berlin, 2005. Springer.
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1382Samuel Kaski, Janne Nikkilä, Janne Sinkkonen, Leo Lahti, Juha Knuuttila, and Christophe Roos. Associative clustering for exploring dependencies between functional genomics data sets. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2(3):203–216, 2005.
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1381Samuel Kaski, Eerika Savia, and Kai Puolamäki. Predicting binding of transcriptional regulators with a two-way latent grouping model. Poster in ISMB 2005, the 13th Annual International Conference on Intelligent Systems for Molecular Biology, Detroit, Michigan, June 25-29, 2005.
Info
See www.iscb.org ...
1380Samuel Kaski, Janne Sinkkonen, and Arto Klami. Discriminative clustering. Neurocomputing, 69:18–41, 2005.
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1379Arto Klami and Samuel Kaski. Non-parametric dependent components. In Proceedings of ICASSP 2005, IEEE International Conference on Acoustics, Speech, and Signal Processing, pages V–209–V–212. IEEE, 2005.
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1378Arto Klami, Janne Nikkilä, Christophe Roos, and Samuel Kaski. Extracting yeast stress genes by dependencies between stress treatments, 2005. Abstract in web, http://tinyurl.com/98kcx.
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1377Janne Nikkilä, Tapio Rinnet, Antti Ajanki, and Samuel Kaski. Stress in yeast knockout experiments. In ICSB 2005, 6th International Conference on Systems Biology, abstract proceedings, page 249, 2005. Poster abstract.
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1376Janne Nikkilä, Christophe Roos, and Samuel Kaski. Integration of transcription factor binding and gene expression by associative clustering. In Catherine Bounsaythip, Jaakko Hollmén, Samuel Kaski, and Matej Orešic, editors, Proceedings of KRBIO05, Symposium on Knowledge Representation in Bioinformatics, pages 22–29, Espoo, Finland, 2005. Helsinki University of Technology.
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1375Janne Nikkilä, Christophe Roos, Eerika Savia, and Samuel Kaski. Explorative modeling of yeast stress response and its regulation with gCCA and associative clustering. International Journal of Neural Systems, 15(4):237–246, 2005.
Info
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1374Merja Oja, Göran O. Sperber, Jonas Blomberg, and Samuel Kaski. Self-organizing map-based discovery and visualization of human endogenous retroviral sequence groups. International Journal of Neural Systems, 15:163–180, 2005.
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1373Jaakko Peltonen and Samuel Kaski. Discriminative components of data. IEEE Transactions on Neural Networks, 16:68–83, 2005. Preprint pdf at http://www.cis.hut.fi/projects/mi/papers/tnn04_preprint.pdf.
Info
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1372Kai Puolamäki, Jarkko Salojärvi, Eerika Savia, Jaana Simola, and Samuel Kaski. Combining eye movements and collaborative filtering for proactive information retrieval. In Gary Marchionini, Alistair Moffat, John Tait, Ricardo Baeza-Yates, and Novio Ziviani, editors, Proceedings of SIGIR 2005, Twenty-Eighth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pages 146–153, New York, NY, 2005. ACM.
Info
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1371Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. On discriminative joint density modeling. In Jo? Gama, Rui Camacho, Pavel Brazdil, Al?io Jorge, and Lu? Torgo, editors, Proceedings of ECML 2005, 16th European Conference on Machine Learning, pages 341–352, Berlin, 2005. Springer.
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1370Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Expectation maximization algorithms for conditional likelihoods. In Luc De Raedt and Stefan Wrobel, editors, Proceedings of ICML 2005, the 22nd International Conference on Machine Learning, pages 753–760, New York, NY, 2005. ACM Press.
Info
1369Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Implicit relevance feedback from eye movements. In Włodzisław Duch, Janusz Kacprzyk, Erkki Oja, and Sławomir Zadrozny, editors, Artificial Neural Networks: Biological Inspirations — ICANN 2005, volume I, pages 513–518, Berlin, 2005. Springer.
Info
1368Eerika Savia, Kai Puolamäki, Janne Sinkkonen, and Samuel Kaski. Two-way latent grouping model for user preference prediction. In Fahiem Bachus and Tommi Jaakkola, editors, Proceedings of UAI 2005, Uncertainty in Artificial Intelligence, pages 518–525, Corvallis, OH, 2005. AUAI Press.
Info
See www.cis.hut.fi ...
1367Jarkko Venna and Samuel Kaski. Visualized atlas of a gene expression databank. In Catherine Bounsaythip, Jaakko Hollmén, Samuel Kaski, and Matej Orešic, editors, Proceedings of KRBIO05, Symposium on Knowledge Representation in Bioinformatics, pages 30–36, Espoo, Finland, 2005. Helsinki University of Technology.
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1366Jarkko Venna and Samuel Kaski. Local multidimensional scaling with controlled tradeoff between trustworthiness and continuity. In Proceedings of WSOM'05, 5th Workshop On Self-Organizing Maps, pages 695–702, Paris, 2005.
Info
1365Satu Elisa Schaeffer. Stochastic local clustering for massive graphs. In T. B. Ho, D. Cheung, and H. Liu, editors, Proceedings of the Ninth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-05), volume 3518 of Lecture Notes in Computer Science, pages 354–360, BerlinHeidelberg, Germany, 2005. Springer-Verlag GmbH.
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1364Sven Laur, Helger Lipmaa, and Taneli Mielikäinen. Private itemset support counting.. In Sihan Qing, Wenbo Mao, Javier Lopez, and Guilin Wang, editors, Information and Communications Security, 7th International Conference, ICICS 2005, Beijing, China, December 10-13, 2005, Proceedings, volume 3783 of Lecture Notes in Computer Science, pages 97–111. Springer, 2005.
Info
See dx.doi.org ...
1363Sven Laur and Helger Lipmaa. Additive conditional disclosure of secrets and applications. Cryptology ePrint Archive, Report 2005/378, 2005. Techical report.
Info
See eprint.iacr.org ...
1362Sven Laur, N. Asokan, and Kaisa Nyberg. Efficient mutual data authentication using manually authenticated strings: Preliminary version. Cryptology ePrint Archive, Report 2005/424, 2005. Shorter more compact version was published at CANS 2006.
Info
See eprint.iacr.org ...
1361Mikko Berg, Jan-Henrik Schleimer, Jaakko Särelä, and Timo Honkela. Category learning by formation of regions in conceptual spaces. In Lorenzo Magnani and Riccardo Dossena, editors, Computation, Philosophy, and Cognition, pages 381–396. College Publications, London, UK, 2005.
Info
See www.cis.hut.fi ...
1360Tarja Knuuttila and Timo Honkela. Questioning external and internal representation; the case of scientific models. In Lorenzo Magnani and Riccardo Dossena, editors, Computation, Philosophy, and Cognition, pages 209–226. College Publications, London, UK, 2005.
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1359Timo Honkela. Von Foerster meets Kohonen - approaches to artificial intelligence, cognitive science and information systems development. Kybernetes, 31(1/2):40–53, 2005.
Info
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1358Timo Honkela, Aapo Hyvärinen, and Jaakko Väyrynen. Emergence of linguistic features: Independent component analysis of contexts. In Modeling Language Cognition and Action: Proceedings of the NCPW9, Ninth Neural Computation and Psychology Workshop, pages 129–138, New Jersey, 2005. World Scientific.
Info
See www.cis.hut.fi ...
1357Ann Nowé, Timo Honkela, Ville Könönen, and Katja Verbeeck, editors. Proceedings of the Workshop W9 on Reinforcement Learning in Nonstationary Environments. Vrije Universiteit Brussel, Porto, Portugal, 2005. in conjunction with the 16th ECML and 9th PKDD, Oct. 3-7, 2005.
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1356Timo Honkela, Kevin Hynnä, Krista Lagus, and Jaakko Särelä. Adaptive and statistical approaches in conceptual modeling. Technical Report A75, Helsinki University of Technology, 2005.
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1355Timo Latvala, Armin Biere, Keijo Heljanko, and Tommi Junttila. Simple is better: Efficient bounded model checking for past LTL. In Radhia Cousot, editor, Verification, Model Checking and Abstract Interpretation 2005, 6th International Conference VMCAI'05, Paris, France, volume 3385 of Lecture Notes in Computer Science, pages 380–395. Springer, January 2005.
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1354Tommi Junttila. Nusmv-2.2.3-cav2005. Computer program, 2005.
Info
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1353Marco Bozzano, Roberto Bruttomesso, Alessandro Cimatti, Tommi Junttila, Peter van Rossum, Stephan Schulz, and Roberto Sebastiani. An incremental and layered procedure for the satisfiability of linear arithmetic logic. In Nicolas Halbwachs and Lenore D. Zuck, editors, Tools and Algorithms for the Construction and Analysis of Systems (TACAS 2005), volume 3440 of Lecture Notes in Computer Science, pages 317–333. Springer, 2005.
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1352Marco Bozzano, Roberto Bruttomesso, Alessandro Cimatti, Tommi Junttila, Silvio Ranise, Peter van Rossum, and Roberto Sebastiani. Efficient satisfiability modulo theories via delayed theory combination. In Kousha Etessami and Sriram K. Rajamani, editors, CAV 2005, volume 3576 of Lecture Notes in Computer Science, pages 335–349. Springer, 2005.
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1351Marco Bozzano, Roberto Bruttomesso, Alessandro Cimatti, Tommi Junttila, Peter van Rossum, Stephan Schulz, and Roberto Sebastiani. The MathSAT 3 system. In Robert Nieuwenhuis, editor, Automated Deduction – CADE-20, volume 3632 of Lecture Notes in Artificial Intelligence, pages 315–321. Springer, 2005.
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1350Marco Bozzano, Roberto Bruttomesso, Alessandro Cimatti, Tommi Junttila, Peter van Rossum, Stephan Schulz, and Roberto Sebastiani. MathSAT: Tight integration of SAT and mathematical decision procedures. In Enrico Giunchiglia and Toby Walsh, editors, SAT 2005; Satisfiability Research in the Year 2005, pages 265–293. Springer, 2005. Reprint of the same article in the number 1-3 of volume 25 of the Journal of Automated Reasoning, 2005.
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1349Toni Jussila, Keijo Heljanko, and Ilkka Niemelä. BMC via on-the-fly determinization. International Journal on Software Tools for Technology Transfer, 7(2):89 – 101, 2005.
Info
See www.tcs.hut.fi ...
1348Tiina Lindh-Knuutila. Simulating the emergence of a shared conceptual system in a multi-agent environment. Master's thesis, Helsinki University of Technology, 2005.
Info
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1347Ville Nuorvala and Antti Tuominen. MIPL Mobile IPv6 for Linux, version 2.0 rc3, 2005.
Info
See www.mobile-ipv6.org ...
1346Ville Nuorvala, Henrik Petander, and Antti Tuominen. MIPL Mobile IPv6 for Linux, version 2.0 rc2, 2005.
Info
See www.mobile-ipv6.org ...
1345Ville Nuorvala. NEPL NEmo Platform for Linux, version 0.1, 2005.
Info
See www.mobile-ipv6.org ...
1344Zhijian Yuan and Erkki Oja. Projective nonnegative matrix factorization for image compression and feature extraction. In 14th Scandinavian Conference on Image Analysis, volume 3540, pages 333–342. Springer, 2005.
Info

2004

1343Catharina Candolin. Information warfare and security in a network-centric environment. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Dec 2004.
Info
1342Catharina Candolin. Information warfare and security in a network-centric environment. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Dec 2004.
Info
1341Antti Sorjamaa, Amaury Lendasse, Damien Francois, and Michel Verleysen. Business plans classification with locally pruned lazy learning models. In ACSEG 2004, Connectionist Approaches in Economics and Management Sciences, Lille (France), pages 112–119, November 18-19 2004.
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1340Annikka Aalto. Automatic translation of SDL into high level Petri nets. Technical Report B21, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2004.
NOTE: Reprint of Master's thesis; see URL below.
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See www.tcs.hut.fi ...
1339Catharina Candolin. Self healing networks against infrastructural warfare. In Proceedings of the 5th Australian Information Warfare & IT Security Conference, Fremantle, Australia, November 2004.
Info
1338Mikko Särelä and Pekka Nikander. Applying host identity protocol to tactical networks. In Proceedings of IEEE Milcom 2004, Monterey, California, USA, Nov 2004.
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1337Catharina Candolin. Self healing networks against infrastructural warfare. In Proceedings of the 5th Australian Information Warfare & IT Security Conference, Fremantle, Australia, November 2004.
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1336Eerika Savia. On text-based estimation of document relevance for proactive information retrieval. In Greger Lindén, editor, Proceedings of the proactive computing workshop PROW, pages 68–71, Helsinki, Finland, November 2004. Helsinki Institute for Information Technology HIIT.
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1335Mikko Särelä and Pekka Nikander. Applying host identity protocol to tactical networks. In Proceedings of IEEE Milcom 2004, Monterey, California, USA, Nov 2004.
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1334Amaury Lendasse, Damien François, Fabrice Rossi, Vincent Wertz, and Michel Verleysen. Sélection de variables spectrales par information mutuelle multivariée pour la construction de modèles non-linéaires. In Chimiométrie 2004, Paris (France), pages 44–47, November 30 - December 1 2004.
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1333Timo Latvala, Armin Biere, Keijo Heljanko, and Tommi Junttila. Simple bounded LTL model checking. In Alan J. Hu and Andrew K. Martin, editors, Formal Methods in Computer-Aided Design 2004, 5th International Conference FMCAD'04, Austin, Texas, USA, volume 3312 of Lecture Notes in Computer Science, pages 186–200. Springer, nov 2004.
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See www.springerlink.com ...
1332Malcolm Greig, Harri Haanpää, and Petteri Kaski. On the existence of conference matrices and near resolvable 2-(2k+1, k, k-1) designs. In Lars Døvling Andersen and Olav Geil, editors, Proceedings of the 8th Nordic Combinatorial Conference, pages 65–69, Aalborg, Denmark, October 2004. Department of Mathematical Sciences, Aalborg University. Extended summary.
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1331Jorma Laaksonen, Markus Koskela, and Erkki Oja. Class distributions on SOM surfaces for feature extraction and object retrieval. Neural Networks, 17(8-9):1121–1133, October-November 2004.
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1330Keijo Heljanko and Alin Stefanescu. Complexity results for checking distributed implementability. Technical Report 05/2004, Institute of Formal Methods in Computer Science, University of Stuttgart, Stuttgart, Germany, October 2004.
Info
See users.ics.tkk.fi ...
1329Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, and Michel Verleysen. Double quantization of the regressor space for long-term time series prediction: Method and proof of stability. Neural Networks, 17(8-9):1169–1181, October-November 2004. Special Issue.
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See hal.archives-ouvertes.fr ...
1328Mikko Kurimo, V. Turunen, and I. Ekman. An evaluation of a spoken document retrieval baseline system in finnish. In International Conference on Spoken Language Processing, pages 1585–1588, October 2004.
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1327J. Pylkkönen and Mikko Kurimo. Duration modeling techniques for continuous speech recognition. In 8th International Conference on Spoken Language Processing (Interspeech 2004), pages 385–388, October 2004.
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1326Tomi Janhunen, Toni Jussila, Matti Järvisalo, and Emilia Oikarinen. Teaching Smullyan's analytic tableaux in a scalable learning environment. In Ari Korhonen and Lauri Malmi, editors, Proceedings of the 4th Finnish/Baltic Sea Conference on Computer Science Education, pages 85–94, Joensuu, October 2004. Published in the report series of the Laboratory of Information Processing, TKO-A42/04.
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1325Alexander Ilin and Antti Honkela. Post-nonlinear independent component analysis by variational Bayesian learning. In Proceedings of the 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004), pages 766–773, Granada, Spain, September 2004.
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1324Misa Keinänen. Obtaining memory efficient solutions to boolean equation systems. In J. Bicarregui A. Butterfield and A. Arenas, editors, Proceedings of the 9th International Workshop on Formal Methods for Industrial Critical Systems (FMICS 2004), number SEA-SR-03 in Technical Report, pages 191–208, Linz, Austria, September 2004. Institute for systems Engineering & Automation, Kepler University Linz.
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1323Federico Montesino-Pouzols, Diego R. Lopez, Angel Barriga, and Santiago Sánchez-Solano. Sistemas Difusos para Control de Congestión y Calidad de Servicio en Internet. In XII Congreso Espa nol Sobre Tecnologías y Lógica Fuzzy (ESTYLF2004)., Jaen, Spain, September 2004.
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1322Jussi Rintanen, Keijo Heljanko, and Ilkka Niemelä. Parallel encodings of classical planning as satisfiability. In José Júlio Alferes and João Alexandre Leite, editors, Proceedings of the 9th European Conference on Logics in Artificial Intelligence (JELIA'04), volume 3229 of Lecture Notes in Computer Science, pages 307–319, Lisbon, Portugal, September 2004. Springer-Verlag.
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See users.ics.tkk.fi ...
1321Misa Keinänen. Obtaining memory efficient solutions to boolean equation systems. In J. Bicarregui A. Butterfield and A. Arenas, editors, Proceedings of the 9th International Workshop on Formal Methods for Industrial Critical Systems (FMICS 2004), number SEA-SR-03 in Technical Report, pages 191–208, Linz, Austria, September 2004. Institute for systems Engineering & Automation, Kepler University Linz.
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1320Tapani Raiko. The go-playing program called Go81. In Proceedings of the Finnish Artificial Intelligence Conference (STeP 2004), pages 197–206, Helsinki, Finland, September 2004.
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1319Mika Sulkava, Jarkko Tikka, and Jaakko Hollmén. Sparse regression for analyzing the development of foliar nutrient concentrations in coniferous trees. In Sašo Dzeroski, Bernard Zenko, and Marko Debeljak, editors, Proceedings of the Fourth International Workshop on Environmental Applications of Machine Learning (EAML 2004), pages 57–58, Bled, Slovenia, September/October 2004.
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1318Petr Skripal and Timo Honkela. Framework for modeling emotions in communities of agents. In Symposium Proceedings of the 11th Finnish Artificial Intelligence Conference. Finnish Artificial Intelligence Society, September 2004.
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1317Tommi Syrjänen. Cardinality constraint programs. In Jose Julio Alferes and Joao Leite, editors, The 9th European Conference on Logics in Artificial Intelligence (JELIA'04), pages 187–200. Springer-Verlag, September 2004.
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1316Tomi Janhunen and Emilia Oikarinen. Capturing parallel circumscription with disjunctive logic programs. In José Júlio Alferes and Jo ao Leite, editors, Proceedings of the 9th European Conference on Logics in Artificial Intelligence, JELIA'04, pages 134–146, Lisbon, Portugal, September 2004. Springer-Verlag. LNAI 3229.
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See www.springerlink.com ...
1315Tuomo Pyhälä. Specification-based test selection in formal conformance testing. Research Report A93, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, August 2004.
NOTE: Reprint of Master's thesis; see URL below.
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1314Markus Koskela, Jorma Laaksonen, and Erkki Oja. Entropy-based measures for clustering and SOM topology preservation applied to content-based image indexing and retrieval. In Proceedings of 17th International Conference on Pattern Recognition (ICPR 2004), volume 2, pages 1005–1008, Cambridge, UK, August 2004.
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1313Tomi Janhunen. Representing normal programs with clauses. In Ramon López de Mántaras and Lorenza Saitta, editors, Proceedings of the 16th European Conference on Artificial Intelligence, pages 358–362, Valencia, Spain, August 2004. IOS Press.
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1312Alexander Ilin, Sophie Achard, and Christian Jutten. Bayesian versus constrained structure approaches for source separation in post-nonlinear mixtures. In Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 2004), pages 2181–2186, Budapest, Hungary, July 2004.
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1311Timo Latvala, Armin Biere, Keijo Heljanko, and Tommi Junttila. Simple bounded LTL model checking. Research Report A92, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, July 2004.
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1310Timo Ojala, Markus Koskela, Esa Matinmikko, Mika Rautiainen, Jorma Laaksonen, and Erkki Oja. Task-based user evaluation of content-based image database browsing systems. In Proceedings of 3rd International Conference on Image and Video Retrieval (CIVR 2004), pages 234–242, Dublin, Ireland, July 2004.
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1309Mathias Creutz and Krista Lagus. Induction of a simple morphology for highly-inflecting languages. In Proceedings of the 7th Meeting of the ACL Special Interest Group in Computational Phonology (SIGPHON), pages 43–51, Barcelona, July 2004.
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1308Amaury Lendasse, Vincent Wertz, Geoffroy Simon, and Michel Verleysen. Fast bootstrap applied to LS-SVM for long term prediction of time series. In Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on, volume 1, pages 705–710. IEEE, July 2004.
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1307Amaury Lendasse, Erkki Oja, Olli Simula, and Michel Verleysen. Time series prediction competition: The CATS benchmark. In IJCNN 2004, International Joint Conference on Neural Networks, volume 2, pages 1615–1620, Budapest, Hungary, July, 25-29 2004.
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1306Timo Honkela and Aapo Hyvärinen. Linguistic feature extraction using independent component analysis. In Proceedings of IJCNN'04, pages 279–284, Budabest, Hungary, July 2004.
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1305Jarkko Ylipaavalniemi and Ricardo Vigário. Analysis of auditory fMRI recordings via ICA: A study on consistency. In 2004 IEEE International Joint Conference on Neural Networks (IJCNN 2004), volume 1, pages 249–254, Budapest, Hungary, July 2004.
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See ieeexplore.ieee.org ...
1304Harri Haanpää, editor. Annual report for the year 2003. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, June 2004.
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1303Pauli Aho and Catharina Candolin. Enabling network-centric warfare by securing the core infrastructure. In Proceedings of the 3rd European Conference on Information Warfare (ECIW'04), London, UK, June 2004.
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1302Jan Friso Groote and Misa Keinänen. A sub-quadratic algorithm for conjunctive and disjunctive bess. CS-Report 04-13, Department of Mathematics and Computer Science, Technische Universiteit Eindhoven, Eindhoven, Netherlands, June 2004.
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1301Lasse Anderson, Johannes Helander, Keijo Heljanko, Tomi Janhunen, Robert Jürgens, Ismo Kangas, Kari J. Nurmela, Kenneth Oksanen, Olavi Pesonen, Marko Rauhamaa, James Reilly, Heikki Suonsivu, Kimmo Valkealahti, Kimmo Varpaaniemi, and Pauli Väisänen. PROD 3.4.00 — an advanced tool for efficient reachability analysis. Laboratory for Theoretical Computer Science, Helsinki University of Technology, Espoo, Finland, June 2004. Software.
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See www.tcs.hut.fi ...
1300Pauli Aho and Catharina Candolin. Enabling network-centric warfare by securing the core infrastructure. In Proceedings of the 3rd European Conference on Information Warfare (ECIW'04), London, UK, June 2004.
Info
1299Federico Montesino-Pouzols. Assessing Active Bandwidth Estimation Tools in High Speed Networks. In TERENA Networking Conference, Rhodes, Greece, June 2004.
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1298Jaakko J. Väyrynen, Timo Honkela, and Aapo Hyvärinen. Independent component analysis of word contexts and comparison with traditional categories. In Jarno M. A. Tanskanen, editor, Proceedings of the 6th Nordic Signal Processing Symposium (NORSIG 2004), number 46 in Helsinki University of Technology Signal Processing Laboratory Report Series, pages 300–303. Helsinki University of Technology, Signal Processing Laboratory, June 2004.
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See signal.hut.fi ...
1297Lasse Anderson, Johannes Helander, Keijo Heljanko, Tomi Janhunen, Robert Jürgens, Ismo Kangas, Kari J. Nurmela, Kenneth Oksanen, Olavi Pesonen, Marko Rauhamaa, James Reilly, Heikki Suonsivu, Kimmo Valkealahti, Kimmo Varpaaniemi, and Pauli Väisänen. PROD 3.4.00 — an advanced tool for efficient reachability analysis. Laboratory for Theoretical Computer Science, Helsinki University of Technology, Espoo, Finland, June 2004. Software.
Info
See www.tcs.hut.fi ...
1296Mikko Kurimo, V. Turunen, and I. Ekman. Speech transcription and spoken document retrieval in finnish. In Workshop on Multimodal Interaction and Related Machine Learning Algorithms, pages 253–262, June 2004.
Info
1295J. Pylkkönen and Mikko Kurimo. Using phone durations in finnish large vocabulary continuous speech recognition. In 6th Nordic Signal Processing Symposium (Norsig 2004), pages 324–327, June 2004.
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1294Jan Friso Groote and Misa Keinänen. A sub-quadratic algorithm for conjunctive and disjunctive bess. CS-Report 04-13, Department of Mathematics and Computer Science, Technische Universiteit Eindhoven, Eindhoven, Netherlands, June 2004.
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1293Pekka Orponen and Satu Elisa Schaeffer. Efficient algorithms for sampling and clustering of large nonuniform networks. Technical Report cond-mat/0406048, arXiv.org, June 2004.
Info
See arxiv.org ...
1292Pekka Orponen and Satu Elisa Schaeffer. Efficient algorithms for sampling and clustering of large nonuniform networks. Technical Report cond-mat/0406048, arXiv.org e-Print archive, http://arxiv.org/, June 2004.
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1291Teemu Hirsimäki and Mikko Kurimo. Decoder issues in unlimited Finnish speech recognition. In Proceedings of the 6th Nordic Signal Processing Symposium (Norsig), pages 320–323, Espoo, Finland, June 2004.
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1290Toni Jussila. BMC via dynamic atomicity analysis. In Proceedings of the International Conference on Application of Concurrency to System Design (ACSD'2004), Hamilton, Ontario, Canada, June 2004.
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1289Alexander Ilin, Harri Valpola, and Erkki Oja. Nonlinear dynamical factor analysis for state change detection. IEEE Transaction on Neural Networks, 15(3):559–575, May 2004.
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1288Mikko Särelä. Measuring the effects of mobility on reactive ad hoc routing protocols. Research Report A91, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, May 2004.
NOTE: Reprint of Master's thesis; see URL below.
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1287Mikko Kylväjä, Kimmo Hätönen, Pekka Kumpulainen, Jaana Laiho, Pasi Lehtimäki, Kimmo Raivio, and Pekko Vehviläinen. Trial report on self-organizing map based analysis tool for radio networks. In Proceedings of the Vehicular Technology Conference, Milan, Italy, May 2004.
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1286Jan Friso Groote and Misa Keinänen. Solving disjunctive/conjunctive boolean equation systems with alternating fixed points. In K. Jensen and A. Podelski, editors, Proceedings of the 10th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS'2004), volume 2988 of Lecture Notes in Computer Science, pages 436–450, Barcelona, Spain, April 2004. Springer.
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1285Misa Keinänen and Ilkka Niemelä. Solving alternating boolean equation systems in answer set programming. In U. Geske D. Seipel, M. Hanus and O. Bartenstein, editors, Proceedings of the 15th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004), volume 327 of Technical Report, pages 255–264, Potsdam, Germany, April 2004. Bayerische Julius-Maximilians-Universität Würzburg, Institut für Informatik.
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1284Federico Montesino-Pouzols. Comparative Analysis of Active Bandwidth Estimation Tools. In Chadi Barakat and Ian Pratt, editors, 5th Passive and Active Network Measurement, volume 3015 of Lecture Notes in Computer Science, pages 175–184, Antibes Juan-Les-Pins, France, April 2004. Springer.
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1283Amaury Lendasse, Geoffroy Simon, Robert Kozma, Vincent Wertz, and Michel Verleysen. Fast bootstrap for least-square support vector machines. In M. Verleysen, editor, ESANN 2004, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 525–530. d-side publ. (Evere, Belgium), April 28-30 2004.
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1282Jan Friso Groote and Misa Keinänen. Solving disjunctive/conjunctive boolean equation systems with alternating fixed points. In K. Jensen and A. Podelski, editors, Proceedings of the 10th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS'2004), volume 2988 of Lecture Notes in Computer Science, pages 436–450, Barcelona, Spain, April 2004. Springer.
Info
1281Misa Keinänen and Ilkka Niemelä. Solving alternating boolean equation systems in answer set programming. In U. Geske D. Seipel, M. Hanus and O. Bartenstein, editors, Proceedings of the 15th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004), volume 327 of Technical Report, pages 255–264, Potsdam, Germany, April 2004. Bayerische Julius-Maximilians-Universität Würzburg, Institut für Informatik.
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1280Ata Kaban, Ella Bingham, and Teemu Hirsimäki. Learning to read between the lines: The aspect Bernoulli model. In Proceedings of the 4th SIAM International Conference on Data Mining, pages 462–466, Lake Buena Vista, FL, USA, April 2004. Poster.
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1279Matti Järvisalo. Proof complexity of cut-based tableaux for Boolean circuit satisfiability checking. Research Report A90, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, March 2004.
NOTE: Reprint of Master's thesis; see URL below.
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See www.tcs.hut.fi ...
1278John A. Lee, Amaury Lendasse, and Michel Verleysen. Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis. Neurocomputing, 57:49–76, March 2004.
Info
See citeseerx.ist.psu.edu ...
1277Harri Haanpää and Patric R. J. Östergård. Sets in Abelian groups with distinct sums of pairs. Research Report A87, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, February 2004.
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1276Harri Haanpää. Minimum sum and difference covers of Abelian groups. Research Report A88, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, February 2004.
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1275Harri Haanpää. Constructing certain combinatorial structures by computational methods. Research Report A89, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, February 2004. Doctoral dissertation.
NOTE: Papers available through URL below.
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1274Harri Haanpää. Constructing Certain Combinatorial Structures by Computational Methods. Electronic version of doctoral thesis, Helsinki University of Technology, February 2004. http://lib.hut.fi/Diss/2004/isbn9512269422/.
Info
See lib.hut.fi ...
1273Esa Alhoniemi, Johan Himberg, Jaakko Hollmén, Sampsa Laine, Pasi Lehtimäki, Kimmo Raivio, Timo Similä, Olli Simula, Miki Sirola, Mika Sulkava, Jarkko Tikka, and Juha Vesanto. SOM in data mining. In K. Puolamäki and L. Koivisto, editors, Biennial report 2002–2003, chapter 14, pages 171–178. Laboratory of Computer and Information Science, Neural Networks Research Centre, Helsinki University of Technology, Espoo, Finland, February 2004.
Info
See www.cis.hut.fi ...
1272Esa Alhoniemi, Jaakko Hollmén, Johan Himberg, Sampsa Laine, Golan Lampi, Pasi Lehtimäki, Teppo Marin, Jukka Parviainen, Kimmo Raivio, Timo Similä, Olli Simula, Miki Sirola, Mika Sulkava, Jarkko Tikka, and Juha Vesanto. Intelligent data engineering. In K. Puolamäki and L. Koivisto, editors, Biennial report2002–2003, chapter 15, pages 279–186. Laboratory of Computer and Information Science, Neural Networks Research Centre, Helsinki University of Technology, Espoo, Finland, February 2004.
Info
See www.cis.hut.fi ...
1271Antti Honkela. Approximating nonlinear transformations of probability distributions for nonlinear independent component analysis. In Proc. 2004 IEEE Int. Joint Conf. on Neural Networks (IJCNN 2004), pages 2169–2174, Budapest, Hungary, 2004. Poster.
Info
1270Antti Honkela and Harri Valpola. Variational learning and bits-back coding: an information-theoretic view to Bayesian learning. IEEE Transactions on Neural Networks, 15(4):800–810, 2004.
Info
See dx.doi.org ...
1269Antti Honkela, Stefan Harmeling, Leo Lundqvist, and Harri Valpola. Using kernel PCA for initialisation of variational Bayesian nonlinear blind source separation method. In Carlos G. Puntonet and Alberto Prieto, editors, Proc. of the 5th Int. Conf. on Independent Component Analysis and Blind Signal Separation (ICA 2004), volume 3195 of Lecture Notes in Computer Science, pages 790–797, Granada, Spain, 2004. Springer-Verlag, Berlin. Poster.
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1268Antti Ukkonen. Data mining techniques for discovering partial orders. Master's thesis, Helsinki University of Technology, 2004.
Info
1267Antti Autere. New online power-aware algorithms in wireless networks. In 12th International Conference on Software, Telecommunications and Computer Networks, pages 439–443, Split, Dubrovnik (Croatia), Venice (Italy), 2004. University of Split.
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1266Catharina Candolin. Information warfare and security in a network-centric environment. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2004.
Info
1265Erkki Ruponen. Integrointitestauksen EXIT-kriteerit Symbian-pohjaisessa ohjelmistotuotteessa. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2004.
Info
1264Annikka Aalto. Automatic translation of SDL into high level Petri nets. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2004.
Info
See www.tcs.hut.fi ...
1263Heikki Rantanen. Analyzing the Random-Walk algorithm for SAT. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2004.
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1262Harriet Beaver. Using rule-based constraint programming to find MAPs for Bayesian networks. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2004.
Info
1261Mikko Särelä. Measuring the effects of mobility on reactive ad hoc routing protocols. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2004.
Info
See www.tcs.hut.fi ...
1260Matti Järvisalo. Proof complexity of cut-based tableaux for Boolean circuit satisfiability checking. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2004.
Info
See www.tcs.hut.fi ...
1259Tuomo Pyhälä. genfacbm — a benchmark generator based on factoring for SAT and ASP solvers, 2004. Computer program.
Info
See www.tcs.hut.fi ...
1258Technical aspects of network centric warfare, 2004. ISBN: 951-25-1499-0.
Info
1257Janne Lundberg. A system for combining forward error correction and source authentication in wireless multicast networks. In Technical Aspects of Network Centric Warfare, Helsinki, Finland, 2004.
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1256Janne Lundberg. Implementation of packet level authentication for Linux. In Technical Aspects of Network Centric Warfare, Helsinki, Finland, 2004.
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1255Janne Lundberg. PLA – implementation of packet level authentication for Linux, 2004. Computer Program.
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1254Janne Lundberg. MSEC – a secure and reliable multicast delivery engine for Linux, 2004. Computer Program.
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1253Kimmo Varpaaniemi. Stubborn sets for priority nets. In Cevdet Aykanat, Tuğrul Dayar, and İbrahim Körpeoğlu, editors, Computer and Information Sciences — ISCIS 2004, 19th International Symposium, Kemer-Antalya, Turkey, October 27–29, 2004, Proceedings, volume 3280 of Lecture Notes in Computer Science, pages 574–583. Springer-Verlag, Berlin, Germany, 2004. Springer-Verlag Berlin Heidelberg 2004.
Errata 
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See users.tkk.fi ...
1252Technical aspects of network centric warfare, 2004. ISBN: 951-25-1499-0.
Info
1251Elina Karp, Hugo Gävert, Jaakko Särelä, and Ricardo Vigário. Independent component analysis decomposition of structural mri. In B. Tilg, editor, Proceedings of the Second IASTED International Conference on Biomedical Engineering (BioMed 2004), pages 83–87, Innsbruck, Austria, 2004. ACTA Press.
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1250Elina Karp and Ricardo Vigário. Unsupervised mri tissue classification by support vector machines. In B. Tilg, editor, Proceedings of the Second IASTED International Conference on Biomedical Engineering (BioMed 2004), pages 88–91, Innsbruck, Austria, 2004. ACTA Press.
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1249Emilia Oikarinen and Tomi Janhunen. Verifying the equivalence of logic programs in the disjunctive case. In V. Lifschitz and I. Niemelä, editors, Logic Programming and Nonmonotonic Reasoning, Proceedings of the 7th International Conference on Logic Programming and Nonmonotonic Reasoning, volume 2923 of Lecture Notes in Artificial Intelligence, pages 180–193, Fort Lauderdale, USA, January 2004. Springer-Verlag.
Info
See www.springerlink.com ...
1248Harri Haanpää. Minimum sum and difference covers of Abelian groups. Journal of Integer Sequences, 7(2):article 04.1.8, 2004.
Info
See www.math.uwaterloo.ca ...
1247Harri Haanpää, Antti Huima, and Patric R. J. Östergård. Sets in with distinct sums of pairs. Discrete Applied Mathematics, 138:99–106, 2004.
Info
See lib.hut.fi ...
1246Victor Marek, Ilkka Niemelä, and Mirosław Truszczyński. Programs with monotone cardinality atoms. In Proceedings of the 7th International Conference on Logic Programming and Nonmonotonic Reasoning, pages 154–166. Springer-Verlag, 2004.
Info
See www.tcs.hut.fi ...
1245Vladimir Lifschitz and Ilkka Niemelä, editors. Proceedings of the 7th International Conference on Logic Programming and Nonmonotonic Reasoning. Lecture Notes in Artificial Intelligence 2923. Springer-Verlag, 2004.
Info
1244Jussi Rintanen, Keijo Heljanko, and Ilkka Niemelä. Parallel encodings of classical planning as satisfiability. Technical Report 198, Institute of Computer Science at Freiburg University, 2004.
Info
See www.informatik.uni-freiburg.de ...
1243Gerhard Brewka, Ilkka Niemelä, and Tommi Syrjänen. Logic programs with ordered disjunction. Computational Intelligence, 20(2):333–357, 2004.
Info
See www.tcs.hut.fi ...
1242Artur Bykowski, Jouni K. Seppänen, and Jaakko Hollmén. Model-independent bounding of the supports of Boolean formulae in binary data. In Rosa Meo, Pier Luca Lanzi, and Mika Klemettinen, editors, Database Support for Data Mining Applications — Discovering Knowledge with Inductive Queries, volume 2682 of Lecture Notes in Artificial Intelligence, pages 234–249. Springer-Verlag, 2004.
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1241Eeva Kettunen, Sisko Anttila, Jouni K. Seppänen, Antti Karjalainen, Henrik Edgren, Irmeli Lindström, Reijo Salovaara, Anna-Maria Nissén, Jarmo Salo, Karin Mattson, Jaakko Hollmén, Sakari Knuutila, and Harriet Wikman. Differentially expressed genes in nonsmall cell lung cancer: expression profiling of cancer-related genes in squamous cell lung cancer. Cancer Genetics and Cytogenetics, 149(2):98–106, 2004.
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1240Jarkko Tikka and Jaakko Hollmén. Learning linear dependency trees from multivariate time-series data. In Proceedings of the Workshop on Temporal Data Mining: Algorithms, Theory and Applications (in conjunction with The Fourth IEEE International Conference on Data Mining), Brighton, U.K., 2004.
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1239Juha Vesanto and Jaakko Hollmén. An automated report generation tool for the data understanding phase. In Ajith Abraham, Lakhmi Jain, and Berend J. van der Zwaag, editors, Innovations in Intelligent Systems: Design, Management and Applications, volume 140 of Studies in Fuzziness and Soft Computing, chapter 5. Springer (Physica) Verlag, 2004.
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1238Harriet Wikman, Jouni K. Seppänen, Virinder K. Sarhadi, Eeva Kettunen, Kaisa Salmenkivi, Eeva Kuosma, Katri Vainio-Siukola, Balint Nagy, Antti Karjalainen, Thanos Sioris, Jarmo Salo, Jaakko Hollmén, Sakari Knuutila, and Sisko Anttila. Caveolins as tumor markers in lung cancer detected by combined use of cDNA and tissue microarrays. Journal of Pathology, 203:584–593, 2004.
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1237Jaakko J. Väyrynen and Timo Honkela. Word category maps based on emergent features created by ICA. In Heikki Hyötyniemi, Pekka Ala-Siuru, and Jouko Seppänen, editors, Proceedings of the STeP'2004 Cognition + Cybernetics Symposium, number 19 in Publications of the Finnish Artificial Intelligence Society, pages 173–185. Finnish Artificial Intelligence Society, 2004.
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1236Janne Lundberg. A system for combining forward error correction and source authentication in wireless multicast networks. In Technical Aspects of Network Centric Warfare, Helsinki, Finland, 2004.
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1235Janne Lundberg. Implementation of packet level authentication for Linux. In Technical Aspects of Network Centric Warfare, Helsinki, Finland, 2004.
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1234Janne Lundberg. PLA – implementation of packet level authentication for Linux, 2004. Computer Program.
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1233Janne Lundberg. MSEC – a secure and reliable multicast delivery engine for Linux, 2004. Computer Program.
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1232Janne Nikkilä, Christophe Roos, and Samuel Kaski. Exploring dependencies between yeast stress genes and their regulators. In Zheng Rong Yang, Richard Everson, and Hujun Yin, editors, Proceedings of IDEAL04, Intelligent Data Engineering and Automated Learning, pages 92–98, Berlin, 2004. Springer-Verlag.
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1231J. Raitio, R. Vigário, J. Särelä, and T. Honkela. Assessing similarity of emergent representations based on unsupervised learning. In Proceedings, 2004 IEEE International Joint Conference on Neural Networks, pages 597–602, 2004.
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1230Jaakko Peltonen. Data Exploration with Learning Metrics. PhD thesis, Helsinki University of Technology, Dissertations in Computer and Information Science, Report D7, Espoo, Finland, 2004. Award-winning: Doctoral thesis award of the Pattern Recognition Society of Finland, for the best Finnish doctoral thesis in the field of pattern recognition 2004-2005.
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1229Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Relevance feedback from eye movements for proactive information retrieval. In Proceedings of the Processing Sensory Information for Proactive Systems (PSIPS '04), 2004.
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1228Kai Puolamäki and Leila Koivisto, editors. Biennial report 2002–2003. Laboratory of Computer and Information Science, 2004.
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1227Krista Lagus, Samuel Kaski, and Teuvo Kohonen. Mining massive document collections by the WEBSOM method. Information Sciences, 163(1–3):135–156, 2004.
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1226Kimmo Varpaaniemi. Stubborn sets for priority nets. In Cevdet Aykanat, Tuğrul Dayar, and İbrahim Körpeoğlu, editors, Computer and Information Sciences — ISCIS 2004, 19th International Symposium, Kemer-Antalya, Turkey, October 27–29, 2004, Proceedings, volume 3280 of Lecture Notes in Computer Science, pages 574–583. Springer-Verlag, Berlin, Germany, 2004. Springer-Verlag Berlin Heidelberg 2004.
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1225Eric de Bodt, Amaury Lendasse, Pierre Cardon, and Michel Verleysen. Self-organizing feature maps for the classification of investment funds. Journal of Economic and Social Systems, 17(1-2):183–195, 2004.
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1224Anne Patrikainen and Heikki Mannila. Subspace clustering of high-dimensional binary data - a probabilistic approach. In Workshop on Clustering High-Dimensional Data and Its Applications, SIAM International Conference on Data Mining 2004, pages 57–65, 2004.
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1223Mikko Koivisto, Teemu Kivioja, Pasi Rastas, Heikki Mannila, and Esko Ukkonen. Hidden markov modelling techniques for haplotype analysis. In Algorithmic Learning Theory: 15th International Conference, ALT 2004, pages 37–52. Springer, 2004.
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1222Floris Geerts, Heikki Mannila, and Evimaria Terzi. Relational link-based ranking. In The 30th International Conference on Very Large Data Bases (VLDB'04), pages 552–563, 2004.
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1221Jouni Seppanen and Heikki Mannila. Dense itemsets. In Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2004), pages 683–688, 2004.
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1220Aristides Gionis, Heikki Mannila, and E. Terzi. Clustered segmentations. In 3rd Workshop on Mining Temporal and Sequential Data (TDM), 2004.
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1219Aristides Gionis, Heikki Mannila, and Jouni Seppanen. Geometric and combinatorial tiles in 0-1 data. In 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD), pages 173–184, 2004.
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1218Foto Afrati, Aristides Gionis, and Heikki Mannila. Approximating a collection of frequent sets. In 10th International Conference on Knowledge Discovery and Data Mining (KDD 2004), pages 12–19, 2004.
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1217Mikko Kurimo, B. Zhou, R. Huang, and J. H. L. Hansen. Language modeling structures in audio transcription for retrieval of historical speeches. In European Signal Processing Conference, pages 557–560, 2004.
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1216Matti Järvisalo. Lauselogiikan toteutuvuustarkastus: käytännönläheistä teoriaa. Tietojenkäsittelytiede, 22:47–63, 2004. In Finnish.
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1215Matti Järvisalo and Ilkka Niemelä. A compact reformulation of propositional satisfiability as binary constraint satisfaction. In Alan M. Frisch and Ian Miguel, editors, Proceedings of the 3rd International Workshop on Modelling and Reformulating Constraint Satisfaction Problems: Towards Systemisation and Automation, pages 111–124, 2004. Proceedings available at http://www-users.cs.york.ac.uk/%7Efrisch/Reformulation/04/.
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1214Matti Järvisalo. Todistuskompleksisuudesta Boolen piirien toteutuvuustarkastuksessa. In Pasi Fränti and Esko Marjomaa, editors, Tietojenkäsittelytieteen päivät 2004, volume 5 of International Proceedings Series of Department of Computer Science, University of Joensuu, pages 49–53. Joensuun yliopisto, 2004. In Finnish.
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1213Matti Järvisalo, Tommi Junttila, and Ilkka Niemelä. Unrestricted vs restricted cut in a tableau method for Boolean circuits. In 8th International Symposium on Artificial Intelligence and Mathematics, Fort Lauderdale, Florida, USA, January 4–6, 2004. Proceedings available at http://rutcor.rutgers.edu/%7Eamai/aimath04/.
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1212Markku-Juhani O. Saarinen. Encrypted watermarks and linux laptop security. In C. H. Lim and M. Yung, editors, Information Security Applications, 5th International Workshop, WISA2004, Jeju Island, Republic of Korea, August 23–25, 2004, volume 3325 of Lecture Notes in Computer Science, pages 30–41. Springer, 2004.
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1211Markku-Juhani O. Saarinen. Linux for the information smuggler. In C. Candolin and J. Jormakka, editors, Technical Aspects of Network Centric Warfare, volume 17 of Finnish National Defence College, Department of Technology, pages 228–239, 2004.
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1210Markus Koskela, Jorma Laaksonen, and Erkki Oja. Use of image subset features in image retrieval with self-organizing maps. In CIVR, pages 508–516, 2004.
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1209Markus Koskela, Jorma Laaksonen, and Erkki Oja. Entropy-based measures for clustering and som topology preservation applied to content-based image indexing and retrieval. In ICPR (2), pages 1005–1009, 2004.
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1208Jorma Laaksonen, Markus Koskela, and Erkki Oja. Class distributions on som surfaces for feature extraction and object retrieval. Neural Networks, 17(8-9):1121–1133, 2004.
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1207Erkki Oja. Applications of independent component analysis. In ICONIP, pages 1044–1051, 2004.
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1206Erkki Oja. Finding clusters and components by unsupervised learning. In SSPR/SPR, pages 1–15, 2004.
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1205Erkki Oja, Stefan Harmeling, and Luis B. Almeida. Independent component analysis and beyond. Signal Processing, 84(2):215–216, 2004.
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1204Timo Ojala, Markus Koskela, Esa Matinmikko, Mika Rautiainen, Jorma Laaksonen, and Erkki Oja. Task-based user evaluation of content-based image database browsing systems. In CIVR, pages 234–242, 2004.
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1203Erkki Oja and Mark D. Plumbley. Blind separation of positive sources by globally convergent gradient search. Neural Computation, 16(9):1811–1825, 2004.
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1202Jussi Pakkanen, Jukka Iivarinen, and Erkki Oja. The evolving tree - a novel self-organizing network for data analysis. Neural Processing Letters, 20(3):199–211, 2004.
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1201Zhijian Yuan and Erkki Oja. A fastica algorithm for non-negative independent component analysis. In ICA, pages 1–8, 2004.
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1200Emil Falck, Patrik Floréen, Petteri Kaski, Jukka Kohonen, and Pekka Orponen. Balanced data gathering in energy-constrained sensor networks. In S. Nikoletseas and J. D. P. Rolim, editors, Algorithmic Aspects of Wireless Sensor Networks: First International Workshop (ALGOSENSORS 2004, Turku, Finland, July 2004), volume 3121 of Lecture Notes in Computer Science, pages 59–70, Berlin Heidelberg, 2004. Springer-Verlag.
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1199Petteri Kaski and Patric R. J. Östergård. Enumeration of balanced ternary designs. Discrete Applied Mathematics, 138(1–2):133–141, 2004.
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1198Petteri Kaski and Patric R. J. Östergård. Miscellaneous classification results for 2-designs. Discrete Mathematics, 280(1–3):65–75, 2004.
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1197Petteri Kaski. Packing Steiner trees with identical terminal sets. Information Processing Letters, 91(1):1–5, 2004.
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1196Petteri Kaski and Patric R. J. Östergård. The Steiner triple systems of order 19. Mathematics of Computation, 73:2075–2092, 2004.
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1195Petteri Kaski and Patric R. J. Östergård. There exist nonisomorphic STS(19) with equivalent point codes. Journal of Combinatorial Designs, 12(6):443–448, 2004.
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1194Tapani Raiko. Partially observed values. In Proc. Int. Joint Conf. on Neural Networks (IJCNN'04), pages 2825–2830, Budapest, Hungary, 2004.
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1193K.-R. Müller, R. Vigário, F. Meinecke, and A. Ziehe. Blind source separation techniques for decomposing event related brain signals. Int. Journal of Bifurcation and Chaos, 14(2):773–792, 2004.
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1192Samuel Kaski. Bubbly bioinformatics. In From Genes to Ethics. Research for a New Millennium. Final Report of the Life 2000 Research Programme, Publications of the Academy of Finland 5/04, pages 48–51, Helsinki, Finland, 2004. Academy of Finland.
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1191Samuel Kaski and Janne Sinkkonen. Principle of learning metrics for exploratory data analysis. Journal of VLSI Signal Processing, special issue on Machine Learning for Signal Processing, 37:177–188, 2004.
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1190Krista Lagus, Samuel Kaski, and Teuvo Kohonen. Mining massive document collections by the WEBSOM method. Information Sciences, 163:135–156, 2004.
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1189Janne Nikkilä, Christophe Roos, and Samuel Kaski. Exploring dependencies between yeast stress genes and their regulators. In Zheng Rong Yang, Richard Everson, and Hujun Yin, editors, Proceedings of IDEAL04, Intelligent Data Engineering and Automated Learning, pages 92–98, Berlin, 2004. Springer-Verlag.
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1188Merja Oja, Göran Sperber, Jonas Blomberg, and Samuel Kaski. Grouping and visualizing human endogenous retroviruses by bootstrapping median self-organizing maps. In Proceedings of CIBCB'04, IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, pages 95–101, Piscataway, NJ, 2004. IEEE.
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1187Jaakko Peltonen, Arto Klami, and Samuel Kaski. Improved learning of Riemannian metrics for exploratory analysis. Neural Networks, 17:1087–1100, 2004. Invited paper. Preprint postscript file at http://www.cis.hut.fi/projects/mi/papers/nn04_preprint.ps.gz.
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1186Jaakko Peltonen, Janne Sinkkonen, and Samuel Kaski. Sequential information bottleneck for finite data. In Russ Greiner and Dale Schuurmans, editors, Proceedings of ICML 2004, the Twenty-First International Conference on Machine Learning, pages 647–654, Madison, WI, 2004. Omnipress.
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1185Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Relevance feedback from eye movements for proactive information retrieval. In Janne Heikkilä, Matti Pietikäinen, and Olli Silvén, editors, Proceedings of PSIPS 2004, Workshop on Processing Sensory Information for Proactive Systems, pages 37–42. Infotech Oulu, Oulu, Finland, 2004.
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1184Eerika Savia, Samuel Kaski, Ville Tuulos, and Petri Myllymäki. On text-based estimation of document relevance. In Proceedings of IJCNN'04, International Joint Conference on Neural Networks, pages 3275–3280. IEEE, Piscataway, NJ, 2004.
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1183Janne Sinkkonen, Janne Nikkilä, Leo Lahti, and Samuel Kaski. Associative clustering. In Jean-Francois Boulicaut, Floriana Esposito, Fosca Giannotti, and Dino Pedreschi, editors, Machine Learning: ECML'04. Proceedings of the 15th European Conference on Machine Learning, pages 396–405, Berlin, 2004. Springer.
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1182Satu Elisa Schaeffer, Jonathan C. Clemens, and Patrick Hamilton. Decision making in distributed sensor networks. In Proceedings of the Santa Fe Institute Complex Systems Summer School, Santa Fe, NM, USA, 2004. Santa Fe Institute.
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1181Satu Elisa Virtanen and Pekka Nikander. Local clustering for hierarchical ad hoc networks. In Proceedings of WiOpt'04: Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, pages 404–405, Los Alamitos, CA, USA, 2004. IEEE Computer Society.
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1180Sven Laur and Helger Lipmaa. On private similarity search protocols. In Sanna Liimatainen and Teemupekka Virtanen, editors, Proceedings of the 9th Nordic Workshop on Secure IT Systems (NordSec 2004), pages 73–77, 2004.
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1179Bart Goethals, Sven Laur, Helger Lipmaa, and Taneli Mielikäinen. On private scalar product computation for privacy-preserving data mining.. In Choonsik Park and Seongtaek Chee, editors, Information Security and Cryptology - ICISC 2004, 7th International Conference, Seoul, Korea, December 2-3, 2004, Revised Selected Papers, volume 3506 of Lecture Notes in Computer Science, pages 104–120. Springer, 2004.
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1178Sebastiaan Luyssaert, Mika Sulkava, Hannu Raitio, and Jaakko Hollmén. Evaluation of forest nutrition based on large-scale foliar surveys: are nutrition profiles the way of the future?. Journal of Environmental Monitoring, 6(2):160–167, 2004.
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1177Timo Honkela, Raimo Nordfors, and Raimo Tuuli. Document maps for competence management. In Proceedings of the Symposium on Professional Practice in AI, pages 31–39. IFIP, 2004.
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1176Jaakko J. Väyrynen and Timo Honkela. Word category maps based on emergent features created by ICA. In Heikki Hyötyniemi, Pekka Ala-Siuru, and Jouko Seppänen, editors, Proceedings of the STeP'2004 Cognition + Cybernetics Symposium, pages 173–185. Finnish Artificial Intelligence Society, 2004.
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1175Timo Latvala. Nusmv-bpltl. Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, 2004. Software.
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1174Timo Latvala. scheck1.2. Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, 2004. Software.
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1173Timo Latvala and Heikki Tauriainen. Improved on-the-fly verification with testers. Nordic Journal of Computing, 11(2):148–164, 2004.
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1172Timo Latvala and Marko Mäkelä. LTL model checking for modular Petri nets. In J. Cortadella and W. Reisig, editors, Application and Theory of Petri Nets 2004. 25th International Conference, ICATPN 2004., volume 3099 of LNCS, pages 298–311, 2004.
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1171Tommi A. Junttila. New canonical representative marking algorithms for place/transition-nets. In J. Cortadella and W. Reisig, editors, Application and Theory of Petri Nets 2004, volume 3099 of Lecture Notes in Computer Science, pages 258–277. Springer, 2004.
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1170Tommi A. Junttila. New orbit algorithms for data symmetries. In Application of Concurrency to System Design 2004, pages 175–184. IEEE, 2004.
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1169Toni Jussila. Efficient bounded reachability through iterative strengthening. In Concurrency, Specification and Programming CS&P'2004, 2004.
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1168Tomi Janhunen and Ilkka Niemelä. GnT – a solver for disjunctive logic programs. In Vladimir Lifschitz and Ilkka Niemelä, editors, Proceedings of the 7th International Conference on Logic Programming and Nonmonotonic Reasoning, pages 331–335, Fort Lauderdale, Florida, 2004. Springer-Verlag. LNAI 2923.
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1167Tomi Janhunen and Emilia Oikarinen. lpeq and dlpeq – translators for automated equivalence testing of logic programs. In Vladimir Lifschitz and Ilkka Niemelä, editors, Proceedings of the 7th International Conference on Logic Programming and Nonmonotonic Reasoning, pages 336–340, Fort Lauderdale, Florida, 2004. Springer-Verlag. LNAI 2923.
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1166Tomi Janhunen and Patrik Simons. GnT 2.1 — A tool for computing stable models for disjunctive logic programs. http://www.tcs.hut.fi/Software/gnt/, 2004. Computer Program.
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1165Ville Nuorvala, Henrik Petander, and Antti Tuominen. MIPL Mobile IPv6 for Linux, version 2.0 rc1, 2004.
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1164Ville Nuorvala, Henrik Petander, and Antti Tuominen. MIPL Mobile IPv6 for Linux, version 1.1, 2004.
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1163Zhijian Yuan and Erkki Oja. A fastica algorithm for non-negative independent component analysis. In Proceedings of the Fifth International Symposium on Independent Component Analysis and Blind Signal Separation, volume 3195, pages 1–8. Springer, 2004.
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1162Igor Beliaev, Robert Kozma, and Amaury Lendasse. Robust time series prediction using KIII model. In IDS04 Symposium, FedEx Institute of Technology (FIT), University of Memphis, TN, USA, pages April 24–26, Published 2004.
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2003

1161Heikki Tauriainen. On translating linear temporal logic into alternating and nondeterministic automata. Research Report A83, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2003.
NOTE: Reprint of Licentiate's thesis.
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1160Johan Wallén. On the differential and linear properties of addition. Research Report A84, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2003.
NOTE: Reprint of Master's thesis.
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1159Emilia Oikarinen. Testing the equivalence of disjunctive logic programs. Research Report A85, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2003.
NOTE: Reprint of Master's thesis; see URL below.
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1158Tommi Syrjänen. Logic programming with cardinality constraints. Research Report A86, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2003.
NOTE: Reprint of Licentiate's thesis; see URL below.
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1157Jan Friso Groote and Misa Keinänen. Solving disjunctive/conjunctive boolean equation systems with alternating fixed points. Technical Report SEN-R0310, Stichting Centrum voor Wiskunde en Informatica (CWI), Amsterdam, Amsterdam, Netherlands, December 2003.
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1156Mikko Kurimo and Krista Lagus. Retrieving a user language model from an unsupervised document map. In Machine Learning Meets the User Interface, A workshop at NIPS 2003, Whistler, Canada, December 2003.
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1155Jan Friso Groote and Misa Keinänen. Solving disjunctive/conjunctive boolean equation systems with alternating fixed points. Technical Report SEN-R0310, Stichting Centrum voor Wiskunde en Informatica (CWI), Amsterdam, Amsterdam, Netherlands, December 2003.
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1154Seppo Ovaska, Olli Vainio, and Matti Pöllä. Adaptive filtering using multiplicative general parameters for zero-crossing detection. IEEE Transactions on Industrial Electronics, 50(6):1340–1342, December 2003.
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1153Jiří Šíma and Pekka Orponen. General purpose computation with neural networks: A survey of complexity theoretic results. Neural Computation, 15(12):2727–2778, December 2003.
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1152Timo Honkela and Juha Winter. Simulating language learning in community of agents using self-organizing maps. Computer and Information Science Report A71, Helsinki University of Technology, Helsinki, Finland, December 2003.
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1151Marko Mäkelä. Efficient computer-aided verification of parallel and distributed software systems. Research Report A81, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2003. Doctoral dissertation.
NOTE: Papers available through URL below.
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1150Tomi Janhunen. Translatability and intranslatability results for certain classes of logic programs. Research Report A82, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2003.
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1149Catharina Candolin. Privacy issues in network-centric warfare. In Proceedings of the 4th Australian Information Warfare & IT Security Conference, Adelaide, Australia, November 2003.
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1148Catharina Candolin. Privacy issues in network-centric warfare. In Proceedings of the 4th Australian Information Warfare & IT Security Conference, Adelaide, Australia, November 2003.
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1147Ilkka Niemelä. Answer set programming: an approach to declarative problem solving. In Proceedings of the Eighth Scandinavian Conference on Artificial Intelligence, pages 189–191, Bergen, Norway, November 2003. IOS Press. Extended abstract of a key note talk.
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1146J. Saarela, Jaakko Hollmén, D. Chen, P. Tainola, A. Jokiaho, A. Palotie, Heikki Mannila, and L. Peltonen. Inheritance of expression profiles: A family based analysis reveals higher similarity in the gene expression profiles of related individuals. In Poster presentation at the Annual Meeting of thre American Society of Human Genetics (ASHG), November 2003.
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1145Simon Dablemont, Geoffroy Simon, Amaury Lendasse, Alain Ruttiens, and Michel Verleysen. Financial time series forecasting by double SOM maps and local RBF models forecasting the DAX30 index. In ACSEG 2003, Rencontre Internationale sur les Approches Connexionnistes en Sciences Economiques et de Gestion, Nantes (France), pages 153–164, November 20-21 2003.
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1144Damien François, Amaury Lendasse, Benoit Gailly, Vincent Wertz, and Michel Verleysen. Are business plans usefull for investors ?. In ACSEG 2003, Connectionist Approaches in Economics and Management Sciences, Nantes (France), pages 239–249, November 20-21 2003.
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1143Michel Verleysen and Amaury Lendasse. Le test des méthodes neuronales – ou comment utiliser les techniques de rééchantillonnage pour ne pas se tromper de résultat. In ACSEG 2003 proceedings - Connectionist Approaches in Economics and Management Sciences, Nantes (France), pages 515–534, November 20-21 2003.
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1142Pekka Orponen. Tietotekniikkaa ennen tietokoneita — Alan Turing ja tietotekniikan kiehtovat alkuvaiheet. Tietoa, pages 4–6, November 2003.
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1141Satu Elisa Virtanen. Clustering the Chilean web. In Proceedings of the First Latin American Web Congress, pages 229–231, Los Alamitos, CA, USA, November 2003. IEEE Computer Society.
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1140Catharina Candolin and Hannu H. Kari. An architecture for context aware management. In Proceedings of IEEE MILCOM 2003, Boston, Massachusetts, USA, October 2003.
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1139Catharina Candolin and Hannu H. Kari. An architecture for context aware management. In Proceedings of IEEE MILCOM 2003, Boston, Massachusetts, USA, October 2003.
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1138Ilkka Pyysiainen, Marjaana Lindeman, and Timo Honkela. Counterintuitiveness as the hallmark of religiosity. Religion, 33(4):341–355, October 2003.
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1137Toni Jussila. Daa - a BMC tool translating LTSs to boolean circuits, October 2003. http://www.tcs.hut.fi/ tjussila/daa.
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1136Tommi Junttila. On the symmetry reduction method for Petri nets and similar formalisms. Research Report A80, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, September 2003. Doctoral dissertation.
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1135Janne Lundberg and Catharina Candolin. Hierarchical multicast caching. In Proceedings of IEEE 9th Asia-Pacific conference on communications, Penang, Malaysia, September 2003.
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1134Janne Lundberg and Catharina Candolin. Hierarchical multicast caching. In Proceedings of IEEE 9th Asia-Pacific conference on communications, Penang, Malaysia, September 2003.
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1133Federico Montesino-Pouzols. Internet multimedia systems architecture/arquitectura de los sistemas multimedia de internet. Boletín de la Red Nacional de I+D RedIRIS, 1(65):23–32, September 2003.
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1132Jorma Laaksonen, Markus Koskela, and Erkki Oja. Probability interpretation of distributions on SOM surfaces. In Proceedings of Workshop on Self-Organizing Maps (WSOM'03), pages 77–82, Hibikino, Kitakyushu, Japan, September 2003.
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1131Ville Viitaniemi and Jorma Laaksonen. Content-based browsing of mail-order catalogue with PicSOM system. In Proceedings of the Ninth International Conference on Distributed Multimedia Systems / The 2003 Conference on Visual Information Systems (VIS'2003), pages 381–386, Miami, FL, USA, September 2003.
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1130Simon Dablemont, Geoffroy Simon, Amaury Lendasse, Alain Ruttiens, François Blayo, and Michel Verleysen. Time series forecasting with SOM and local non-linear models - application to the DAX30 index prediction. In Proceedings of the Workshop on Self-organizing Maps, pages 340–345, Hibikino, Japan, September 11-14 2003.
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1129Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, and Michel Verleysen. Double SOM for long-term time series prediction. In WSOM 2003, Workshop on Self-Organizing Maps, pages 35–40, Hibikino, Japan, September 11-14 2003.
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1128Geoffroy Simon, Amaury Lendasse, Marie Cottrell, and Michel Verleysen. Long-term time series forecasting using self-organizing maps: the double vector quantization method. In ANNPR 2003, Artificial Neural Networks in Pattern Recognition, Florence (Italy), pages 8–14, September 12-13 2003.
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1127Jiří Šíma and Pekka Orponen. Exponential transients in continuous-time Liapunov systems. Theoretical Computer Science, 306(1–3):353–372, September 2003.
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1126Mika Sulkava and Jaakko Hollmén. Finding profiles of forest nutrition by clustering of the self-organizing map. In Proceedings of the Workshop on Self-Organizing Maps (WSOM'03), pages 243–248, Kitakyushu, Japan, September 2003.
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1125Juha Vesanto, Mika Sulkava, and Jaakko Hollmén. On the decomposition of the self-organizing map distortion measure. In Proceedings of the Workshop on Self-Organizing Maps (WSOM'03), pages 11–16, Kitakyushu, Japan, September 2003.
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1124Vesa Siivola, Teemu Hirsimäki, Mathias Creutz, and Mikko Kurimo. Unlimited vocabulary speech recognition based on morphs discovered in an unsupervised manner. In Proceedings of the 8th European Conference on Speech Communication and Technology (EUROSPEECH), pages 2293–2296, Geneva, Switzerland, September 2003.
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1123Tomi Janhunen. A counter-based approach to translating normal logic programs into sets of clauses. In Marina de Vos and Alessandro Provetti, editors, Answer Set Programming: Advances in Theory and Implementation, pages 166–180, Messina, Sicily, September 2003. CEUR. http://ceur-ws.org/Vol-78/.
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1122Janne Lundberg and Catharina Candolin. Mobility in the host identity protocol (hip). In Proceedings of the International Symposium on Telecommunications (IST2003), Isfahan, Iran, August 2003.
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1121Janne Lundberg and Catharina Candolin. Mobility in The Host Identity Protocol (HIP). In Proceedings of the International Symposium on Telecommunications (IST2003), Isfahan, Iran, August 2003.
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1120Janne Lundberg and Catharina Candolin. Mobility in the host identity protocol (hip). In Proceedings of the International Symposium on Telecommunications (IST2003), Isfahan, Iran, August 2003.
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1119Gerd Brewka, Ilkka Niemelä, and Mirosław Truszczyński. Answer set optimization. In Proceedings of the 18th International Joint Conference on Artificial Intelligence, pages 867–872. Morgan Kaufmann Publishers, August 2003.
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1118Janne Lundberg and Catharina Candolin. Mobility in The Host Identity Protocol (HIP). In Proceedings of the International Symposium on Telecommunications (IST2003), Isfahan, Iran, August 2003.
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1117Kristian Kersting, Tapani Raiko, and Luc De Raedt. A structural GEM for learning logical hidden markov models. In S. Dzeroski, L. De Raedt, and S. Wrobel, editors, Working notes of the Second KDD-Workshop on Multi-Relational Data Mining, MRDM-03, Washington DC, USA, August 2003.
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1116Heikki Tauriainen. Nested emptiness search for generalized Büchi automata. Research Report A79, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, July 2003.
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1115Catharina Candolin and Hannu Kari. Ad hoc network routing based on incomplete trust. In Proceedings of The 7th Multiconference on Systemics, Cybernetics, and Informatics, Orlando, Florida, USA, July 2003.
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1114Petri Puhakainen, Catharina Candolin, and Hannu H. Kari. Using adaptive decision making based on incomplete trust in electronic commerce. In Proceedings of the 7th WSEAS International Conference on Communications (ICCON), Corfu, Greece, July 2003.
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1113Miika Komu, Mika Kousa, Janne Lundberg, and Catharina Candolin. An implementation of hip for linux. In Proceedings of Ottawa Linux Symposium, Ottawa, Canada, July 2003.
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1112Catharina Candolin and Hannu Kari. Ad hoc network routing based on incomplete trust. In Proceedings of The 7th Multiconference on Systemics, Cybernetics, and Informatics, Orlando, Florida, USA, July 2003.
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1111Petri Puhakainen, Catharina Candolin, and Hannu H. Kari. Using adaptive decision making based on incomplete trust in electronic commerce. In Proceedings of the 7th WSEAS International Conference on Communications (ICCON), Corfu, Greece, July 2003.
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1110Ilkka Niemelä. Answer set programming: From model computation to problem solving. In Proceedings of CADE-19 Workshop on Model Computation — Principles, Algorithms, Applications, Miami, Florida, USA, July 2003. Extended abstract of an invited talk.
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1109Miika Komu, Mika Kousa, Janne Lundberg, and Catharina Candolin. An implementation of hip for linux. In Proceedings of Ottawa Linux Symposium, Ottawa, Canada, July 2003.
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1108Mika Rummukainen, Jorma Laaksonen, and Markus Koskela. An efficiency comparison of two content-based image retrieval systems, GIFT and PicSOM. In Proceedings of International Conference on Image and Video Retrieval (CIVR 2003), volume 2728, pages 500–509, Urbana, IL, USA, July 2003. Springer Verlag.
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1107Toni Jussila, Keijo Heljanko, and Ilkka Niemelä. BMC via on-the-fly determinization. In Proceedings of the 1st International Workshop on Bounded Model Checking, volume 89 of ENTCS, Boulder, CO, USA, July 2003.
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1106Petteri Kaski. A census of Steiner triple systems and some related combinatorial objects. Research Report A78, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, June 2003.
NOTE: Reprint of Licentiate's thesis; see URL below.
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1105Kimmo Varpaaniemi, editor. Annual report for the year 2002. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, June 2003.
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1104Catharina Candolin. A study of infrastructure warfare in relation to information warfare, net warfare, and network-centric warfare. In Proceedings of the 2nd European Conference on Information Warfare (ECIW'03), Reading, UK, June 2003.
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1103Janne Lundberg, Catharina Candolin, and Hannu H. Kari. Support for transparent multicast content distribution to mobile wireless clients. In Proceedings of the 2003 International Conference on Wireless Networks (ICWN 2003), Las Vegas, Nevada, USA, June 2003.
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1102Marko Mäkelä. Model checking safety properties in modular high-level nets. In Wil M.P. van der Aalst and Eike Best, editors, Application and Theory of Petri Nets 2003: 24th International Conference, ICATPN 2003, number 2679 in Lecture Notes in Computer Science, pages 201–220, Eindhoven, The Netherlands, June 2003. Springer-Verlag, Berlin, Germany.
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1101Catharina Candolin. A study of infrastructure warfare in relation to information warfare, net warfare, and network-centric warfare. In Proceedings of the 2nd European Conference on Information Warfare (ECIW'03), Reading, UK, June 2003.
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1100Salla Ruosaari and Jaakko Hollmén. Identifying differentially expressed genes. In Proceedings of the TICSP Workshop on Computational Systems Biology, Tampere, Finland, June 2003.
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1099Janne Lundberg, Catharina Candolin, and Hannu H. Kari. Support for transparent multicast content distribution to mobile wireless clients. In Proceedings of the 2003 International Conference on Wireless Networks (ICWN 2003), Las Vegas, Nevada, USA, June 2003.
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1098Mats Sjöberg, Jorma Laaksonen, and Ville Viitaniemi. Using image segments in PicSOM CBIR system. In Proceedings of 13th Scandinavian Conference on Image Analysis (SCIA 2003), volume 2749, pages 1106–1113, Halmstad, Sweden, June/July 2003. Springer Verlag. Available online at http://www.springerlink.com/content/65xgpgqc9cjquqcl/.
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1097Markus Koskela, Jorma Laaksonen, and Erkki Oja. Inter-query relevance learning in PicSOM for content-based image retrieval. In Supplementary Proceedings of 13th International Conference on Artificial Neural Networks / 10th International Conference on Neural Information Processing (ICANN/ICONIP 2003), pages 520–523, Istanbul, Turkey, June 2003.
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1096Tuomo Pyhälä and Keijo Heljanko. Specification coverage aided test selection. In Johan Lilius, Felice Balarin, and Ricardo J. Machado, editors, Proceeding of the 3rd International Conference on Application of Concurrency to System Design (ACSD'2003), pages 187–195, Guimaraes, Portugal, June 2003. IEEE Computer Society.
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1095Pasi Lehtimäki, Kimmo Raivio, and Olli Simula. Self-organizing operator maps in complex system analysis. In Proceedings of the Joint 13th International Conference on Artificial Neural Networks and 10th International Conference on Neural Information Processing, pages 622–629, Istanbul, Turkey, June 26-29 2003.
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1094Geoffroy Simon, Amaury Lendasse, and Michel Verleysen. Bootstrap for model selection: Linear approximation of the optimism. In J.R. Alvarez J. Mira, editor, IWANN 2003, International Work-Conference on Artificial and Natural Neural Networks, Mao, Menorca (Spain), volume 2686–1 of Lecture Notes in Computer Science, pages 182–189. Springer-Verlag, June 3-6 2003.
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1093Amaury Lendasse, Vincent Wertz, and Michel Verleysen. Model selection with cross-validations and bootstraps - application to time series prediction with RBFN models. In O. Kaynak, E. Alpaydin, E. Oja, and L. Xu, editors, ICANN 2003, Joint International Conference on Artificial Neural Networks, Istanbul (Turkey), volume 2714 of Lecture Notes in Computer Science, pages 573–580. Springer-Verlag, June 26-29 2003.
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1092Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Sanjeev Saluja an Hannu Toivonen, and Ram Sewak Sharma. Discovering all most specific sentences. ACM Transactions on Database Systems, 28(2):140 – 174, June 2003.
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1091K. Hacioglu, B. Pellom, T. Ciloglu, O. Ozturk, Mikko Kurimo, and M. Creutz. Word splitting for turkish lvcsr. In Turkish Signal Processing Conference (SIU 2003), June 2003.
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1090Marko Mäkelä. Model checking safety properties in modular high-level nets. In Wil M.P. van der Aalst and Eike Best, editors, Application and Theory of Petri Nets 2003: 24th International Conference, ICATPN 2003, number 2679 in Lecture Notes in Computer Science, pages 201–220, Eindhoven, The Netherlands, June 2003. Springer-Verlag, Berlin, Germany.
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Info
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1089Janne Sinkkonen, Janne Nikkilä, Leo Lahti, and Samuel Kaski. Associative clustering by maximizing a Bayes factor. Publications in Computer and Information Science A68, Helsinki University of Technology, Espoo, Finland, June 2003.
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1088Mika Sulkava. Identifying spatial and temporal profiles from forest nutrition data. Master's thesis, Helsinki University of Technology, Espoo, Finland, June 2003.
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1087Satu Virtanen. Properties of nonuniform random graph models. Research Report A77, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, May 2003.
NOTE: Reprint of Licentiate's thesis; see URL below.
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1086Emilia Oikarinen. Logiikkaohjelmien ekvivalenssitestaus. In Ari Korhonen and Jorma Tarhio, editors, Tietojenkäsittelytieteen päivät 2003, pages 44–47, Espoo, Finland, May 2003. Yliopistopaino. In Finnish.
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1085Salla Ruosaari and Jaakko Hollmén. Identifying differentially expressed genes with bootstrap-based testing. In Proceedings of Bioinformatics 2003, Helsinki, Finland, May 2003.
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1084H. Wikman, K. Salmenkivi, J. Seppänen, E. Kettunen, K. Vainio-Siukola, Jaakko Hollmén, A. Karjalainen, S. Knuutila, and S. Anttila. Down-regulation of caveolin 1 and caveoliln 2 in lung cancer revealed by the combined use of cDNA and tissue microarrays. In Poster presentation at the ESF Program in functional genomics: 1st European Conference, Prague, Czech Republic, May 2003.
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1083Matti Pöllä. Comparison of predictive FIR-based zero-crossing detection methods. In Proceedings of FINSIG'03 – 2003 Finnish Signal Processing Symposium, pages 87–90, Tampere, Finland, May 2003.
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See www.cis.hut.fi ...
1082Toni Jussila. Otf - a BMC tool translating LTSs to boolean circuits, May 2003.
Info
See www.tcs.hut.fi ...
1081Alexander Ilin and Harri Valpola. On the effect of the form of the posterior approximation in variational learning of ICA models. In Proceedings of the 4th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2003), pages 915–920, Nara, Japan, April 2003.
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1080Catharina Candolin and Hannu Kari. Distributing incomplete trust in wireless ad hoc networks. In Proceedings of IEEE Southeastcon 2003, Ocho Rios, St. Ann, Jamaica, April 2003.
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1079Catharina Candolin and Hannu Kari. Distributing incomplete trust in wireless ad hoc networks. In Proceedings of IEEE Southeastcon 2003, Ocho Rios, St. Ann, Jamaica, April 2003.
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1078Mikko Katajamaa and Jaakko Hollmén. Simulation model for gene expression data. In Rainer Spang, Patricia Béziat, and Martin Vingron, editors, Currents in Computational Molecular Biology 2003, pages 249–250, April 2003. Poster presentation at the Seventh Annual International Conference on Research in Computational Molecular Biology — RECOMB 2003.
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1077Markus Koskela and Jorma Laaksonen. Using long-term learning to improve efficiency of content-based image retrieval. In Proceedings of Third International Workshop on Pattern Recognition in Information Systems (PRIS 2003), pages 72–79, Angers, France, April 2003.
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1076Geoffroy Simon, Amaury Lendasse, Vincent Wertz, and Michel Verleysen. Fast approximation of the bootstrap for model selection. In M. Verleysen, editor, ESANN 2003, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 99–106. d-side publ. (Evere, Belgium), April 23-25 2003.
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1075Kimmo Raivio, Olli Simula, Jaana Laiho, and Pasi Lehtimäki. Analysis of mobile radio access network using the self-organizing map. In Proceedings of the International Symposium on Integrated Network Management, pages 439–451, Colorado Springs, Colorado, USA, March 24 - 28 2003.
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1074Damien François, Benoit Gailly, Amaury Lendasse, Vincent Wertz, and Michel Verleysen. Should seed investors read business plans?. In 22th Benelux Meeting on Systems and Control, Lommel, Belgium, March 19-21 2003.
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1073Amaury Lendasse, Geoffroy Simon, Vincent Wertz, and Michel Verleysen. Fast bootstrap for model structure selection. In 22th Benelux Meeting on Systems and Control, Lommel, Belgium, page 81, March 19-21 2003.
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1072Jiří Šíma and Pekka Orponen. Continuous-time symmetric Hopfield nets are computationally universal. Neural Computation, 15(3):693–733, March 2003.
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1071Satu Elisa Virtanen. Properties of nonuniform random graph models. Licentiate thesis, Helsinki University of Technology, Department of Computer Science and Engineering, March 2003.
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1070Tomi Janhunen. Evaluating the effect of semi-normality on the expressiveness of defaults. Artificial Intelligence, 144(1–2):233–250, March 2003.
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See dx.doi.org ...
1069Kimmo Varpaaniemi. Towards ambitious approximation algorithms in stubborn set optimization. Fundamenta Informaticae (Annales Societatis Mathematicae Polonae, Series IV), 54(2–3):279–294, February 2003. IOS Press, Amsterdam, The Netherlands.
Errata 
Info
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1068Kimmo Varpaaniemi. Towards ambitious approximation algorithms in stubborn set optimization. Fundamenta Informaticae (Annales Societatis Mathematicae Polonae, Series IV), 54(2–3):279–294, February 2003. IOS Press, Amsterdam, The Netherlands.
Errata 
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1067Antti Honkela and Harri Valpola. On-line variational Bayesian learning. In Proc. of the 4th Int. Symp. on Independent Component Analysis and Blind Signal Separation (ICA2003), pages 803–808, Nara, Japan, 2003. Poster.
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1066Antti Honkela, Harri Valpola, and Juha Karhunen. Accelerating cyclic update algorithms for parameter estimation by pattern searches. Neural Processing Letters, 17(2):191–203, 2003.
Info
See dx.doi.org ...
1065Harri Valpola, Erkki Oja, Alexander Ilin, Antti Honkela, and Juha Karhunen. Nonlinear blind source separation by variational Bayesian learning. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, E86-A(3):532–541, 2003.
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1064Vesa Siivola and Antti Honkela. A state-space method for language modeling. In IEEE Workshop on Automatic Speech Recognition and Understanding, pages 548–553, 2003. Poster.
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1063Harri Valpola, Antti Honkela, Markus Harva, Alexander Ilin, Tapani Raiko, and Tomas Östman. Bayes Blocks software library, 2003.
Info
See www.cis.hut.fi ...
1062Arto Klami. Regularized discriminative clustering. Master's thesis, Helsinki University of Technology, 2003.
Info
1061Satu Virtanen. Properties of Nonuniform Random Graph Models. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
Info
See www.tcs.hut.fi ...
1060Yki Kortesniemi. Managing the usage of authorisation certificates. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
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1059Teemu Tynjälä. Combining abstractions and reachability analysis: a case study of RLC protocol. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
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1058Heikki Tauriainen. On translating linear temporal logic into alternating and nondeterministic automata. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
Info
See www.tcs.hut.fi ...
1057Tommi Syrjänen. Logic programming with cardinality constraints. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
Info
See www.tcs.hut.fi ...
1056Tuomo Pyhälä. Specification-based test selection in formal conformance testing. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
Info
See www.tcs.hut.fi ...
1055Shuqin Li-Kokko. An SPKI based secure multicast architecture with copyright protection. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
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1054Antti Järvinen. Smart card based configuration and authentication in mobile IPv6. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
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1053Teemu Vainio. The applicability of Bluetooth in ad hoc networks. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
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1052Niyue Chen. Enterprise portal as the enterprise integration solution. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
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1051Johan Wállen. On the differential and linear properties of addition. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2003.
Info
See www.tcs.hut.fi ...
1050Nikolaj Cankar. Model based testing using UML. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2003.
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1049Emilia Oikarinen. Testing the equivalence of disjunctive logic programs. Master's thesis, Helsinki University of Technology, Department of Engineering Physics and Mathematics, 2003.
Info
See www.tcs.hut.fi ...
1048Evan Griffiths. Limit lemmas and jump inversion in the enumeration degrees. Archive for Mathematical Logic, 42(6), 2003.
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1047Annikka Aalto, Nisse Husberg, and Kimmo Varpaaniemi. Automatic formal model generation and analysis of SDL. In Rick Reed and Jeanne Reed, editors, SDL 2003: System Design, 11th International SDL Forum, Stuttgart, Germany, July 1–4, 2003, Proceedings, volume 2708 of Lecture Notes in Computer Science, pages 285–299. Springer-Verlag, Berlin, Germany, 2003. Springer-Verlag Berlin Heidelberg 2003.
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See users.tkk.fi ...
1046Kimmo Varpaaniemi. Modelling and analysing a PLC-based railway traffic control system. In Ludwik Czaja, editor, Concurrency, Specification and Programming: Proceedings of the CS&P'2003 Workshop, Czarna k. Ustrzyk Dolnych, Poland, September 25–27, 2003, Volume 2, pages 539–549. Zakład Graficzny UW, zam. 591/2003, Warsaw, Poland, 2003.
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1045Johan Wallén. Linear approximations of addition modulo . In Fast Software Encryption 2003, volume 2887 of Lecture Notes in Computer Science, pages 261–273. Springer-Verlag, 2003.
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1044Emilia Oikarinen. DLPEQ 1.9 — a tool for testing the equivalence of disjunctive logic programs, 2003. Computer Program.
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1043Harri Haanpää and Patric R. J. Östergård. Classification of whist tournaments with up to 12 players. Discrete Applied Mathematics, 129:399–407, 2003.
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See lib.hut.fi ...
1042Juha Tiihonen, Timo Soininen, Ilkka Niemelä, and Reijo Sulonen. A practical tool for mass-customising configurable products. In Proceedings of the 14th International Conference on Engineering Design, pages 1290–1299, 2003.
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1041Jaakko Hollmén, Jouni K. Seppänen, and Heikki Mannila. Mixture models and frequent sets: combining global and local methods for 0-1 data. In Daniel Barbará and Chandrika Kamath, editors, Proceedings of the Third SIAM International Conference on Data Mining, pages 289–293. Society of Industrial and Applied Mathematics, 2003.
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1040Johan Wallén. Linear approximations of addition modulo . In Fast Software Encryption 2003, volume 2887 of Lecture Notes in Computer Science, pages 261–273. Springer-Verlag, 2003.
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1039Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Relevance feedback from eye movements for proactive information retrieval. Poster in Machine Learning Meets User Interface, a workshop at NIPS 2003, 2003. Poster.
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1038Tuomo Pyhälä and Keijo Heljanko. Bomotest: A formal conformance testing tool, version 1.5. Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, 2003. Software.
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1037Keijo Heljanko and Ilkka Niemelä. Bounded LTL model checking with stable models. Theory and Practice of Logic Programming, 3(4&5):519–550, 2003. Also available as (CoRR: arXiv:cs.LO/0305040).
Info
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1036Annikka Aalto, Nisse Husberg, and Kimmo Varpaaniemi. Automatic formal model generation and analysis of SDL. In Rick Reed and Jeanne Reed, editors, SDL 2003: System Design, 11th International SDL Forum, Stuttgart, Germany, July 1–4, 2003, Proceedings, volume 2708 of Lecture Notes in Computer Science, pages 285–299. Springer-Verlag, Berlin, Germany, 2003. Springer-Verlag Berlin Heidelberg 2003.
Info
See users.tkk.fi ...
1035Kimmo Varpaaniemi. Modelling and analysing a PLC-based railway traffic control system. In Ludwik Czaja, editor, Concurrency, Specification and Programming: Proceedings of the CS&P'2003 Workshop, Czarna k. Ustrzyk Dolnych, Poland, September 25–27, 2003, Volume 2, pages 539–549. Zakład Graficzny UW, zam. 591/2003, Warsaw, Poland, 2003.
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1034Amaury Lendasse, Damien François, Vincent Wertz, and Michel Verleysen. Nonlinear time series prediction by weighted vector quantization. In P.M.A. Sloot et al., editor, Computational Science — ICCS 2003, volume 2657–1 of Lecture Notes in Computer Science, pages 417–426. Springer Berlin / Heidelberg, January 2003.
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1033Amaury Lendasse, John A. Lee, Eric de Bodt, Vincent Wertz, and Michel Verleysen. Approximation by Radial-Basis Function networks - Application to option pricing, volume 6 of Advances in Computational Management Science, C. Lesage and M. Cottrell editors, chapter 10 in Connectionist Approaches in Economics and Management Sciences, pages 203–214. Kluwer academic, 2003.
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See citeseerx.ist.psu.edu ...
1032Amaury Lendasse. Analyse et prédiction de séries temporelles par méthodes non linéaires: Application à des données industrielles et financières. PhD thesis, Université catholique de Louvain, 2003.
Info
1031Leo Lahti. Comparative functional genome analysis using associative clustering. Master's thesis, Helsinki University of Technology, 2003. (in Finnish).
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1030Dmitry Pavlov, Heikki Mannila, and Padhraic Smyth. Beyond independence: probabilistic methods for query approximation on binary transaction data. IEEE Trans. Knowl. Data Eng, 15(6):1409–1421, 2003.
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1029Aristides Gionis, Teija Kujala, and Heikki Mannila. Fragments of order. In ACM SIGKDD 2003, pages 129–136, 2003.
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1028A. Leino, Heikki Mannila, and R.-L. Pitkanen. Rule discovery and probabilistic modeling for onomastic data. In PKDD 2003, pages 291–302, 2003.
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1027Taneli Mielikainen and Heikki Mannila. The pattern ordering problem. In PKDD 2003, pages 327–338, 2003.
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1026Jouni Seppanen, Ella Bingham, and Heikki Mannila. A simple algorithm for topic identification in 0-1 data. In PKDD 2003, pages 423–434, 2003.
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1025Aristides Gionis and Heikki Mannila. Finding recurrent sources in sequences. In ACM ReCOMB 2003, pages 123–130, 2003.
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1024K. Hacioglu, B. Pellom, T. Ciloglu, O. Ozturk, Mikko Kurimo, and M. Creutz. On lexicon creation for turkish lvcsr. In 8th European Conference on Speech Communication and Technology (Eurospeech), pages 1165–1168, 2003.
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1023Markku-Juhani O. Saarinen. Cryptanalysis of block ciphers based on SHA1 and MD5. In Joan Daemen and Vincent Rijmen, editors, Fast Software Encryption, 10th International Workshop, FSE 2003, Lund, Sweden, February 24–26, 2003, Revised Papers, volume 2887 of Lecture Notes in Computer Science, pages 36–44. Springer, 2003.
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1022Okyay Kaynak, Ethem Alpaydin, Erkki Oja, and Lei Xu, editors. Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings, volume 2714 of Lecture Notes in Computer Science. Springer, 2003.
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1021Matti Aksela, Ramunas Girdziusas, Jorma Laaksonen, Erkki Oja, and Jari Kangas. Methods for adaptive combination of classifiers with application to recognition of handwritten characters. IJDAR, 6(1):23–41, 2003.
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1020Maria Funaro, Erkki Oja, and Harri Valpola. Independent component analysis for artefact separation in astrophysical images. Neural Networks, 16(3-4):469–478, 2003.
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1019Te-Won Lee, Jean-Francois Cardoso, Erkki Oja, and Shun ichi Amari. Introduction to special issue on independent components analysis. Journal of Machine Learning Research, 4:1175–1176, 2003.
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1018Sakari Seitz and Pekka Orponen. An efficient local search method for random 3-satisfiability. In Lefteris M. Kirousis and Evangelos Kranakis, editors, Proceedings of the IEEE LICS'03 Workshop on Typical Case Complexity and Phase Transitions (Ottawa, Canada, June 2003), volume 16 of Electronic Notes in Discrete Mathematics, Amsterdam, 2003. Elsevier.
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1017Pekka Orponen. Mitä tietojenkäsittelyteoriaan kuuluu?. Tietojenkäsittelytiede, 19:15–28, 2003.
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1016Patrik Floréen, Petteri Kaski, Jukka Kohonen, and Pekka Orponen. Multicast time maximization in energy constrained wireless networks. In Andrea Richa and Jennifer Welch, editors, Proceedings of the 2003 Joint Workshop on Foundations of Mobile Computing (DIALM-POMC'03, San Diego CA, September 2003), pages 50–58, New York NY, 2003. Association for Computing Machinery.
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1015Panagiotis Papapetrou. Discovering aggregate usage profiles using clustering methods. B.Sc. Thesis, 2003.
Info
1014Petteri Kaski, Luis B. Morales, Patric R. J. Östergård, David A. Rosenblueth, and Carlos Velarde. Classification of resolvable 2-(14,7,12) and 3-(14,7,5) designs. Journal of Combinatorial Mathematics and Combinatorial Computing, 47:65–74, 2003.
Info
1013Kristian Kersting, Tapani Raiko, Stefan Kramer, and Luc De Raedt. Towards discovering structural signatures of protein folds based on logical hidden markov models. In Proceedings of the Pacific Symposium on Biocomputing, PSB-2003, pages 192–203, Kauai, Hawaii, January 2003.
Info
1012Tapani Raiko, Harri Valpola, Tomas Östman, and Juha Karhunen. Missing values in hierarchical nonlinear factor analysis. In Proc. of the Int. Conf. on Artificial Neural Networks and Neural Information Processing (ICANN/ICONIP 2003), pages 185–189, Istanbul, Turkey, 2003.
Info
1011J. Särelä and R. Vigário. A bayesian approach to overlearning in ICA: a comparison study. Technical Report A70, Helsinki University of Technology, Publications in Computer and Information Science, 2003.
Info
1010J. Särelä and R. Vigário. Overlearning problem in high-order ICA: analysis and solutions. Journal of Machine Learning Research, 4:1447–1469, 2003.
Info
1009R. Vigário, A. Ziehe, K.-R. Müller, G. Wübbeler, L. Trahms, B.-M. Mackert, G. Curio, V. Jousmäki, J. Särelä, and E. Oja. Blind decomposition of multimodal evoked responses and DC fields. In Exploratory Analysis and Data Modeling in Functional Neuroimaging, pages 163–191. Cambridge, MA: MIT Press, 2003.
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1008R. Vigário and O. Jensen. Identifying cortical sources of corticomuscle coherence during bimanual muslce contraction by temporal decorrelation. In Proc. of the 7th Int. Symp. on Signal Proc. and its Applications (ISSPA'03), pages 109–112, Paris, France, 2003.
Info
1007Samuel Kaski. Discriminative clustering. In Bulletin of the International Statistical Institute. Invited Paper Proceedings of the 54th Session, volume 2, pages 270–273. International Statistical Institute, 2003.
Info
1006Samuel Kaski and Janne Nikkil?and Teuvo Kohonen. Methods for exploratory cluster analysis. In P. S. Szczepaniak, J. Segovia, J. Kacprzyk, and L. A. Zadeh, editors, Intelligent Exploration of the Web, pages 136–151, Heidelberg, 2003. Physica-Verlag.
Info
1005Samuel Kaski, Janne Nikkilä, Merja Oja, Jarkko Venna, Petri Törönen, and Eero Castrén. Trustworthiness and metrics in visualizing similarity of gene expression. BMC Bioinformatics, 4(48), 2003.
Info
1004Samuel Kaski and Jaakko Peltonen. Informative discriminant analysis. In Tom Fawcett and Nina Mishra, editors, Proceedings of ICML-2003, the Twentieth International Conference on Machine Learning, pages 329–336, Menlo Park, CA, 2003. AAAI Press.
Info
See www.cis.hut.fi ...
1003Samuel Kaski and Janne Sinkkonen. Discriminative clustering: Vector quantization in learning metrics. In M. Schader, W. Gaul, and M. Vichi, editors, Between Data Science and Applied Data Analysis, pages 456–463, Berlin, 2003. Springer.
Info
1002Samuel Kaski, Janne Sinkkonen, and Arto Klami. Regularized discriminative clustering. In Christophe Molina, Tülay Adali, Jan Larsen, Marc Van Hulle, Scott Douglas, and Jean Rouat, editors, Neural Networks for Signal Processing XIII, pages 289–298, New York, NY, 2003. IEEE. Poster.
Info
1001Janne Nikkilä, Christophe Roos, Janne Sinkkonen, and Samuel Kaski. Associative clustering to find dependencies between expression profiles and transcription factor binding. In Catherine Christophe, Hans-Peter Lenhof, and Marie-France Sagot, editors, Proceedings of ECCB'2003, European Conference on Computational Biology, pages 433–434, 2003.
Info
1000Merja Oja, Samuel Kaski, and Teuvo Kohonen. Bibliography of self-organizing map (SOM) papers: 1998–2001 addendum. Neural Computing Surveys, 3:1–156, 2003. Available in electronic form at http://www.soe.ucsc.edu/NCS/.
Info
999Merja Oja, Panu Somervuo, Samuel Kaski, and Teuvo Kohonen. Clustering of human endogenous retrovirus sequences with median self-organizing map. In Proceedings of WSOM'03, Workshop on Self-Organizing Maps, pages 134–139, Kitakyushu, Japan, 2003. Kyushu Institute of Technology. (Proceedings on CD-ROM).
Info
998Jaakko Peltonen, Arto Klami, and Samuel Kaski. Learning metrics for information visualization. In Proceedings of WSOM'03, Workshop on Self-Organizing Maps, pages 213–218, Kitakyushu, Japan, 2003. Kyushu Institute of Technology. (Proceedings on CD-ROM).
Info
See www.cis.hut.fi ...
997Jarkko Salojärvi, Samuel Kaski, and Janne Sinkkonen. Discriminative clustering in Fisher metrics. In O. Kaynak, E. Alpaydin, E. Oja, and L. Xu, editors, Artificial Neural Networks and Neural Information Processing—Supplementary proceedings ICANN/ICONIP, pages 161–164, 2003.
Info
996Jarkko Salojärvi, Ilpo Kojo, Jaana Simola, and Samuel Kaski. Can relevance be inferred from eye movements in information retrieval?. In Proceedings of WSOM'03, Workshop on Self-Organizing Maps, pages 261–266, Kitakyushu, Japan, 2003. Kyushu Institute of Technology. (Proceedings on CD-ROM).
Info
995Jarkko Saloj?vi, Kai Puolamäki, and Samuel Kaski. Relevance feedback from eye movements for proactive information retrieval. In Machine Learning Meets the User Interface, A workshop at NIPS 2003, 2003. (2-page abstract).
Info
994Jarkko Salojärvi, Kai Puolamäki, and Samuel Kaski. Relevance feedback from eye movements for proactive information retrieval. Publications in Computer and Information Science A73, Helsinki University of Technology, Espoo, Finland, 2003.
Info
993Jarkko Venna and Samuel Kaski. Visualizing high-dimensional posterior distributions in Bayesian modeling. In Artificial Neural Networks and Neural Information Processing—Supplementary proceedings ICANN/ICONIP, pages 165–168, 2003.
Info
992Jarkko Venna, Samuel Kaski, and Jaakko Peltonen. Visualizations for assessing convergence and mixing of MCMC. In N. Lavrac, D. Gamberger, H. Blockeel, and L. Todorovski, editors, Proceedings of ECML-2003, 14th European Conference on Machine Learning, pages 432–443, Berlin, 2003. Springer. Preprint postscript at http://www.cis.hut.fi/projects/mi/papers/ecml03.ps.gz.
Info
See dx.doi.org ...
991Timo Honkela, Kevin I. Hynnä, and Tarja Knuuttila. Framework for modeling partial conceptual autonomy of adaptive and communicating agents. In Proceedings of Cognitive Science Conference, Boston, MA, 2003.
Info
See www.cis.hut.fi ...
990Timo Honkela, Jukka Honkela, Mikko Myyryläinen, and Ville Tuulos. Adaptive and visual map interface for document collections. In Adjunct Proceedings of Human-Computer Interaction International, pages 119–120, 2003.
Info
989Timo Honkela, Mikko Kurimo, Krista Lagus, Vuokko Lantz, and Erkki Oja. Unsupervised learning in human-computer interfaces. In Adjunct Proceedings of Human-Computer Interaction International, pages 121–122, 2003.
Info
988Timo Latvala. scheck1.1. Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, 2003. Software.
Info
See www.tcs.hut.fi ...
987Timo Latvala. Efficient model checking of safety properties. In T. Ball and S. Rajamani, editors, Model Checking Software. 10th International SPIN Workshop, pages 74–88. Springer, 2003.
Info
See link.springer.de ...
986Tomi Janhunen and Patrik Simons. GnT 2 — A tool for computing stable models for disjunctive logic programs. http://www.tcs.hut.fi/Software/gnt/, 2003. Computer Program.
Info
See www.tcs.hut.fi ...
985Tomi Janhunen, Ilkka Niemelä, Dietmar Seipel, Patrik Simons, and Jia-Huai You. Unfolding partiality and disjunctions in stable model semantics. http://arxiv.org/abs/cs.AI/0303009, 2003. To appear in ACM Transactions on Computational Logic.
Info
See arxiv.org ...
984Ville Nuorvala, Henrik Petander, and Antti Tuominen. MIPL Mobile IPv6 for Linux, version 1.0, 2003.
Info
See www.mobile-ipv6.org ...
983Ville Nuorvala. IPv6-in-IPv6 tunnel, 2003.
Info
See www.kernel.org ...

2002

982Timo Latvala. On model checking safety properties. Research Report A76, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2002.
NOTE: Reprint of Licentiate's thesis; see URL below.
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981Ville Viitaniemi and Jorma Laaksonen. Browsing an electronic mail-order catalogue with PicSOM content-based image retrieval system. In Proceedings of 10th Finnish Artificial Intelligence Conference (STEP 2002), pages 170–181, Oulu, Finland, December 2002.
Info
980Tapani Raiko, Kristian Kersting, Juha Karhunen, and Luc De Raedt. Bayesian learning of logical hidden markov models. In Proceedings of the Finnish Artificial Intelligence Conference, STeP 2002, pages 64–71, Oulu, Finland, December 2002.
Info
979Catharina Candolin and Pekka Nikander. Ipv6 source addresses considered harmful. In Proceedings of the 6th Nordic Workshop on Secure IT Systems (NordSec'2001), Lyngby, Denmark, November 2002.
Info
978Catharina Candolin and Hannu Kari. Dynamic management of core ad hoc networks. In Proceedings of InfoWarCon 2002, Perth, Australia, November 2002.
Info
977Catharina Candolin and Pekka Nikander. Ipv6 source addresses considered harmful. In Proceedings of the 6th Nordic Workshop on Secure IT Systems (NordSec'2001), Lyngby, Denmark, November 2002.
Info
976Catharina Candolin and Hannu Kari. Dynamic management of core ad hoc networks. In Proceedings of InfoWarCon 2002, Perth, Australia, November 2002.
Info
975Pierre Cardon, Amaury Lendasse, Vincent Wertz, Eric de Bodt, and Michel Verleysen. Classification of investment funds by self-organizing maps. In ACSEG 2002, Connectionist Approaches in Economics and Management Sciences, Boulogne-sur-Mer (France), pages 201–212, November 21-22 2002.
Info
974Kristian Kersting, Tapani Raiko, and Luc De Raedt. Logical hidden markov models (extended abstract). In Proceedings of the First European Workshop on Graphical Models, PGM-02, pages 99–107, Cuenca, Spain, November 2002.
Info
973Tommi Junttila. New canonical representative marking algorithms for place/transition-nets. Research Report A75, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, October 2002.
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972Elina Parviainen. Reducing size of quantum gate matrices using Pr/T nets. In Proceedings of the 2002 IEEE International Conference on Systems, Man and Cybernetics, volume 2, pages 634–639, Hammamet, Tunisia, October 2002. IEEE (Institute of Electrical and Electronics Engineers, Inc.).
Info
971Catharina Candolin and Hannu Kari. A security architecture for wireless ad hoc networks. In Proceedings of IEEE Milcom 2002, Anaheim, California, USA, October 2002.
Info
970Catharina Candolin and Hannu Kari. A security architecture for wireless ad hoc networks. In Proceedings of IEEE Milcom 2002, Anaheim, California, USA, October 2002.
Info
969Krister Lindén and Krista Lagus. Word sense disambiguation in document space. In 2002 IEEE International Symposium on Natural Language Processing and Knowledge Engineering (NLPKE 2002), Tunisia, October 2002. Electronic proceedings (CD-ROM).
Info
968Amaury Lendasse, John A. Lee, Vincent Wertz, and Michel Verleysen. Forecasting electricity consumption using nonlinear projection and self-organizing maps. Neurocomputing, 48(1-4):299–311, October 2002.
Info
See citeseerx.ist.psu.edu ...
967Sam Sandqvist. Aspects of modelling and simulation of genetic algorithms: A formal approach. Research Report A74, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, September 2002. Doctoral dissertation.
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966Catharina Candolin, Janne Lundberg, and Pekka Nikander. Experimenting with early opportunistic key agreement. In Proceedings of Workshop SEcurity of Communication on Internet, Internet Communication Security, Tunis, Tunisia, September 2002.
Info
965Catharina Candolin, Janne Lundberg, and Pekka Nikander. Experimenting with early opportunistic key agreement. In Workshop on Security of Communication on the Internet (SECI'02), Tunis, Tunisia, September 2002.
Info
964Catharina Candolin, Janne Lundberg, and Pekka Nikander. Experimenting with early opportunistic key agreement. In Proceedings of Workshop SEcurity of Communication on Internet, Internet Communication Security, Tunis, Tunisia, September 2002.
Info
963Gerd Brewka, Ilkka Niemelä, and Tommi Syrjänen. Implementing ordered disjunction using answer set solvers for normal programs. In Proceedings of the 8th European Conference on Logics in Artificial Intelligence (JELIA'02), pages 444–455, Cosenza, Italy, September 2002. Springer-Verlag.
Info
See www.tcs.hut.fi ...
962Catharina Candolin, Janne Lundberg, and Pekka Nikander. Experimenting with early opportunistic key agreement. In Workshop on Security of Communication on the Internet (SECI'02), Tunis, Tunisia, September 2002.
Info
961Sami Brandt, Jorma Laaksonen, and Erkki Oja. Statistical shape features for content-based image retrieval. Journal of Mathematical Imaging and Vision, 17(2):187–198, September 2002.
Info
960Tomi Janhunen and Emilia Oikarinen. Testing the equivalence of logic programs under stable model semantics. In Sergio Flesca et al., editors, Logics in Artificial Intelligence, Proceedings of the 8th European Conference, pages 493–504, Cosenza, Italy, September 2002. Springer-Verlag. LNAI 2424.
Info
See www.tcs.hut.fi ...
959Toni Jussila. Bounded model checking for verifying concurrent programs. Research Report A73, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, August 2002.
NOTE: Reprint of Licentiate's thesis; see URL below.
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958Jukka Järvenpää and Marko Mäkelä. Towards automated checking of component-oriented enterprise applications. In Daniel Moldt, editor, Second Workshop on Modelling of Objects, Components and Agents, volume PB-561 of DAIMI report, pages 67–85, Århus, Denmark, August 2002. University of Århus.
Info
957Markus Koskela, Jorma Laaksonen, and Erkki Oja. Using MPEG-7 descriptors in image retrieval with self-organizing maps. In Proceedings of 16th International Conference on Pattern Recognition, volume 2, pages 1049–1052, Quebec, Canada, August 2002.
Info
956Markus Koskela, Jorma Laaksonen, and Erkki Oja. Implementing relevance feedback as convolutions of local neighborhoods on self-organizing maps. In Proceedings of International Conference on Artificial Neural Networks, pages 981–986, Madrid, Spain, August 2002.
Info
955J. Han, Russ B. Altman, V. Kumar, Heikki Mannila, and D. Pregibon. Emerging scientific applications in data mining. Communications of the ACM, 45(8):54–58, August 2002.
Info
954Mikko Kurimo. Thematic indexing of spoken documents by using self-organizing maps. Speech Communication, 38(1-2):29–44, August 2002.
Info
953Jukka Järvenpää and Marko Mäkelä. Towards automated checking of component-oriented enterprise applications. In Daniel Moldt, editor, Second Workshop on Modelling of Objects, Components and Agents, volume PB-561 of DAIMI report, pages 67–85, Århus, Denmark, August 2002. University of Århus.
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952Juha Vesanto and Mika Sulkava. Distance matrix based clustering of the self-organizing map. In José R. Dorronsoro, editor, Artificial Neural Networks – ICANN 2002: International Conference, Proceedings, volume 2415 of Lecture Notes in Computer Science, pages 951–956, Madrid, Spain, August 2002. Springer-Verlag.
Info
See dx.doi.org ...
951Vesa Siivola, Teemu Hirsimäki, and Mikko Kurimo. äännemallien vertailua jatkuvassa suuren sanaston puheentunnistuksessa. In Fonetiikan päivät, pages 75–82, Espoo, Finland, August 2002.
Info
950Toni Jussila and Ilkka Niemelä. Parallel program verification using BMC. In Proceedings of the ECAI 2002 Workshop on Model Checking and Artificial Intelligence, pages 59–66, Lyon, France, July 2002.
Info
See www.tcs.hut.fi ...
949Jorma Laaksonen, Markus Koskela, and Erkki Oja. PicSOM—Self-organizing image retrieval with MPEG-7 content descriptions. IEEE Transactions on Neural Networks, Special Issue on Intelligent Multimedia Processing, 13(4):841–853, July 2002.
Info
948Mathias Creutz and Krista Lagus. Unsupervised discovery of morphemes. In Proceedings of the Workshop on Morphological and Phonological Learning of ACL-02, pages 21–30, Philadelphia, Pennsylvania, July 2002.
Info
947Kristian Kersting, Tapani Raiko, Stefan Kramer, and Luc De Raedt. Towards discovering structural signatures of protein folds based on logical hidden markov models (extended abstract). In Work-in-Progress Reports of the Twelfth International Conference on Inductive Logic Programming (ILP -2002), Sydney, Australia, July 2002.
Info
946Catharina Candolin and Hannu Kari. Context aware management architecture. Technical report, Internet Engineering Task Force, June 2002. Internet Draft, work in progress.
Info
945Janne Lundberg. Unidirectional link support for mldv2. Technical report, Internet Engineering Task Force, June 2002. Internet Draft, work in progress.
Info
944Marko Mäkelä. Maria: Modular reachability analyser for algebraic system nets. In Javier Esparza and Charles Lakos, editors, Application and Theory of Petri Nets 2002: 23rd International Conference, ICATPN 2002, number 2360 in Lecture Notes in Computer Science, pages 434–444, Adelaide, Australia, June 2002. Springer-Verlag, Berlin, Germany.
Info
See link.springer.de ...
943Marko Mäkelä. Efficiently verifying safety properties with idle office computers. In Charles Lakos, Robert Esser, Lars M. Kristensen, and Jonathan Billington, editors, Formal Methods in Software Engineering and Defence Systems 2002, Conferences in Research and Practice in Information Technology, pages 11–16. Australian Computer Society Inc., June 2002.
Info
942Catharina Candolin and Hannu Kari. Context aware management architecture. Technical report, Internet Engineering Task Force, June 2002. Internet Draft, work in progress.
Info
941Janne Lundberg. Unidirectional link support for mldv2. Technical report, Internet Engineering Task Force, June 2002. Internet Draft, work in progress.
Info
940Amaury Lendasse, Marie Cottrell, Vincent Wertz, and Michel Verleysen. Prediction of electric load using kohonen maps - application to the polish electricity consumption. In ACC 2002, American Control Conference, Anchorage, Alaska (USA), pages 3684–3689, June 2002.
Info
939Marko Mäkelä. Maria: Modular reachability analyser for algebraic system nets. In Javier Esparza and Charles Lakos, editors, Application and Theory of Petri Nets 2002: 23rd International Conference, ICATPN 2002, number 2360 in Lecture Notes in Computer Science, pages 434–444, Adelaide, Australia, June 2002. Springer-Verlag, Berlin, Germany.
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See link.springer.de ...
938Marko Mäkelä. Efficiently verifying safety properties with idle office computers. In Charles Lakos, Robert Esser, Lars M. Kristensen, and Jonathan Billington, editors, Formal Methods in Software Engineering and Defence Systems 2002, Conferences in Research and Practice in Information Technology, pages 11–16. Australian Computer Society Inc., June 2002.
PDF (192 kB)
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937Kristian Kersting, Tapani Raiko, Stefan Kramer, and Luc De Raedt. Towards discovering structural signatures of protein folds based on logical hidden markov models. Technical Report 175, Institute for Computer Science, University of Freiburg, Germany, June 2002.
Info
936Tommi Junttila. Symmetry reduction algorithms for data symmetries. Research Report A72, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, May 2002.
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935Kimmo Varpaaniemi. Minimizing the number of successor states in the stubborn set method. Fundamenta Informaticae (Annales Societatis Mathematicae Polonae, Series IV), 51(1–2):215–234, May 2002. IOS Press, Amsterdam, The Netherlands.
Errata 
Info
See iospress.metapress.com ...
934Kimmo Varpaaniemi. Minimizing the number of successor states in the stubborn set method. Fundamenta Informaticae (Annales Societatis Mathematicae Polonae, Series IV), 51(1–2):215–234, May 2002. IOS Press, Amsterdam, The Netherlands.
Errata 
Info
See iospress.metapress.com ...
933Mikko Kurimo. Puheentunnistus, pages 115–123. Suomen hahmontunnistustutkimuksen seura ry - Pattern Recognition Society of Finland, Otaniemi, Finland, May 2002. (in Finnish).
Info
932Kimmo Varpaaniemi, editor. Annual report for the year 2001. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, April 2002.
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931Jouni Seppänen, Jaakko Hollmén, Ella Bingham, and Heikki Mannila. Nonnegative matrix factorization on gene expression data. In Bioinformatics 2002, Bergen, Norway, April 2002. poster 49.
Info
930Keijo Heljanko, Victor Khomenko, and Maciej Koutny. Parallelisation of the Petri net unfolding algorithm. In Joost-Pieter Katoen and Perdita Stevens, editors, Proceedings of the 8th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS'2002), volume 2280 of Lecture Notes in Computer Science, pages 371–385, Grenoble, France, April 2002. Springer-Verlag.
Info
See users.ics.tkk.fi ...
929Pasi Lehtimäki, Kimmo Raivio, and Olli Simula. Mobile radio access network monitoring using the self-organizing map. In Proceedings of European Symposium on Artificial Neural Networks, pages 231–236, Bruges, Belgium, April 24 - 26 2002.
Info
928Amaury Lendasse and Michel Verleysen. Curvilinear distance analysis versus isomap. In M. Verleysen, editor, ESANN 2002, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 185–192. d-side publ. (Evere, Belgium), April 2002.
Info
927Nabil Benoudjit, Cédric Archambeau, Amaury Lendasse, John A. Lee, and Michel Verleysen. Width optimization of the gaussian kernels in radial basis function networks. In M. Verleysen, editor, ESANN 2002, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 425–432. d-side publ. (Evere, Belgium), April 2002.
Info
926Harri Valpola, Tapani Raiko, and Juha Karhunen. Constructing graphical models for bayesian ensemble learning from simple building blocks (abstract). In The Learning Workshop, Snowbird, Utah, April 2002.
Info
925Olli Simula, Jaakko Hollmén, Esa Alhoniemi, Juha Vesanto, Johan Himberg, Markus Siponen, Jussi Ahola, Juha Parhankangas, and Mika Sulkava. Methods for effient utilization of SOM in data mining. In K. Puolamäki and L. Koivisto, editors, Biennial report 2000–2001, chapter 15, pages 149–150. Laboratory of Computer and Information Science, Neural Networks Research Centre, Helsinki University of Technology, Espoo, Finland, April 2002.
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924Catharina Candolin, Maarit Hietalahti, and Hannu Kari. Providing quality of service in wireless ad hoc networks. In Proceedings of the 2nd Swedish Workshop on Wireless Ad-hoc Networks, Stockholm, Sweden, March 2002.
Info
923Catharina Candolin and Hannu Kari. Complexity of route optimization and mobility management. In Proceedings of the 2nd Swedish Workshop on Wireless Ad-hoc Networks, Stockholm, Sweden, March 2002.
Info
922Catharina Candolin, Maarit Hietalahti, and Hannu Kari. Providing quality of service in wireless ad hoc networks. In Proceedings of the 2nd Swedish Workshop on Wireless Ad-hoc Networks, Stockholm, Sweden, March 2002.
Info
921Catharina Candolin and Hannu Kari. Complexity of route optimization and mobility management. In Proceedings of the 2nd Swedish Workshop on Wireless Ad-hoc Networks, Stockholm, Sweden, March 2002.
Info
920Markus Koskela, Jorma Laaksonen, and Erkki Oja. MPEG-7 descriptors in content-based image retrieval with PicSOM system. In Proceedings of 5th International Conference on Visual Information System, pages 247–258, HsinChu, Taiwan, March 2002.
Info
919Keijo Heljanko. Combining symbolic and partial order methods for model checking 1-safe Petri nets. Research Report A71, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, February 2002. Doctoral dissertation.
NOTE: Papers available through URL below.
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918Yuchen Zhou, Catharina Candolin, and Teemupekka Virtanen. Trust management in mobile ipv6. In Proceedings of the 4th Nordic Usenix Conference, Helsinki, Finland, February 2002.
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917Yuchen Zhou, Catharina Candolin, and Teemupekka Virtanen. Trust management in mobile ipv6. In Proceedings of the 4th Nordic Usenix Conference, Helsinki, Finland, February 2002.
Info
916Harri Valpola, Antti Honkela, and Juha Karhunen. An ensemble learning approach to nonlinear dynamic blind source separation using state-space models. In Proc. Int. Joint Conf. on Neural Networks (IJCNN'02), pages 460–465, Honolulu, Hawaii, USA, 2002.
Info
915Antti Honkela. Speeding up cyclic update schemes by pattern searches. In Proc. of the 9th Int. Conf. on Neural Information Processing (ICONIP'02), pages 512–516, Singapore, 2002.
Info
914Harri Valpola, Antti Honkela, and Xavier Giannakopoulos. Nonlinear dynamical factor analysis Matlab package, 2002.
Info
See www.cis.hut.fi ...
913Timo Latvala. On Model Checking Safety Properties. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2002.
Info
See www.tcs.hut.fi ...
912Petteri Kaski. A Census of Steiner Triple Systems and Some Related Combinatorial Objects. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2002.
Info
See www.tcs.hut.fi ...
911Lauri Tarkkala. On the construction of collision-resistant accumulators. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2002.
Info
910Jing Lin. An architectural solution driven by business, enabled through technology, with and integration perspective. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2002.
Info
909Erkki Pulliainen. Reducing retrieval time in high-latency computer networks using predictive caching. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2002.
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908Terje Bergström. Context awareness in symbian os based smart-phones. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2002.
Info
907Matti Kokkola. An architecture for time critical short message services. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2002.
Info
906Henrik Petander. Authorization of mobile IPv6. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2002.
Info
905Yafeng Wang. A gateway architecture for content charging. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2002.
Info
904Matti Salonen. Solution for content and service mediation. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2002.
Info
903Catharina Candolin. Network management and routing in mobile military ad hoc networks. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2002.
Info
902Henri Grönblom. Software quality improvement through software product process definition and development. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2002.
Info
901Timo Karilinna. Analysointityökalun käytettävyyden parantaminen. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2002.
Info
900Elina Parviainen. Modeling the operation of Margolus quantum cellular automaton using high-level Petri nets. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2002.
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899Tuomas Aura and Silja Mäki. Towards a survivable security architecture for ad-hoc networks. In Bruce Christianson, Bruno Crispo, James A. Malcolm, and Michael Roe, editors, Security Protocols, 9th International Workshop, Cambridge, UK, April 25–27, 2001, Revised Papers, volume 2467 of Lecture Notes in Computer Science, pages 63–73. Springer-Verlag, Berlin, 2002. Springer-Verlag Berlin Heidelberg 2002.
Info
See link.springer.de ...
898Silja Mäki. Towards a survivable security architecture for ad-hoc networks (transcript of discussion). In Bruce Christianson, Bruno Crispo, James A. Malcolm, and Michael Roe, editors, Security Protocols, 9th International Workshop, Cambridge, UK, April 25–27, 2001, Revised Papers, volume 2467 of Lecture Notes in Computer Science, pages 74–79. Springer-Verlag, Berlin, 2002. Springer-Verlag Berlin Heidelberg 2002.
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See link.springer.de ...
897Pekka Nikander, Catharina Candolin, and Janne Lundberg. From address orientation to host orientation. Réseaux et systmes répartis, calculateurs parallles, ISSN 1260-3198, Special Issue on Mobility and Internet, 13, 2002.
Info
896Catharina Candolin. Ad hoc -johtamisverkot. Maanpuolustuksen aikakauslehti, 1(1), 2002.
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895Kimmo Varpaaniemi. Towards ambitious approximation algorithms in stubborn set optimization. In Hans-Dieter Burkhard, Ludwik Czaja, Gabriela Lindemann, Andrzej Skowron, and Peter H. Starke, editors, Workshop: Concurrency, Specification and Programming, CS&P'2002, Berlin, October 7–9, 2002, Volume 2, pages 370–379. Informatik-Bericht Nr. 161, Institut für Informatik, Humboldt-Universität zu Berlin, Germany, 2002.
Errata 
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894Pekka Nikander, Catharina Candolin, and Janne Lundberg. From address orientation to host orientation. Réseaux et systmes répartis, calculateurs parallles, ISSN 1260-3198, Special Issue on Mobility and Internet, 13, 2002.
Info
893Catharina Candolin. Ad hoc -johtamisverkot. Maanpuolustuksen aikakauslehti, 1(1), 2002.
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892Eugen Czeizler. Self-activating p systems. Technical Report TUCS 482, University of Turku, Dept. of Mathematics, TUCS, Turku, Finland, 2002.
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891Patrik Simons, Ilkka Niemelä, and Timo Soininen. Extending and implementing the stable model semantics. Artificial Intelligence, 138(1–2):181–234, 2002.
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890Juha Tiihonen, Timo Soininen, Ilkka Niemelä, and Reijo Sulonen. Empirical testing of a weight constraint rule based configurator. In ECAI 2002 Configuration Workshop, pages 17–22, 2002.
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889Artur Bykowski, Jouni K. Seppänen, and Jaakko Hollmén. Model-independent bounding of the supports of Boolean formulae in binary data. In Mika Klemettinen, Rosa Meo, Fosca Giannotti, and Luc De Raedt, editors, Knowledge Discovery in Inductive Databases (KDID'02), First International Workshop, University of Helsinki Department of Computer Science Series of Publications B, Report B-2002-7, pages 20–31, 2002.
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888Tarja Niini, Kim Vettenranta, Jaakko Hollmén, Marcelo L. Larramendy, Yan Aalto, Harriet Wikman, Bálint Nagy, Jouni K. Seppänen, Anna Ferrer Salvador, Heikki Mannila, Ulla M. Saarinen-Pihkala, and Sakari Knuutila. Expression of myeloid-specific genes in childhood acute lymphoblastic leukemia — a cDNA array study. Leukemia, 16(11):2213–2221, 2002. Nature Publishing Group.
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See www.nature.com ...
887Salla Ruosaari and Jaakko Hollmén. Image analysis for detecting faulty spots from microarray images. In Steffen Lange, Ken Satoh, and Carl H. Smith, editors, Proceedings of the 5th International Conference on Discovery Science (DS 2002), volume 2534 of Lecture Notes in Computer Science, pages 259–266. Springer-Verlag, 2002.
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886Juha Vesanto and Jaakko Hollmén. An automated report generation tool for the data understanding phase. In Ajith Abraham and Mario Koeppen, editors, Hybrid Information Systems, pages 611–625. Physica-Verlag (Springer), Heidelberg, 2002. Proceedings of the First International Workshop on Hybrid Intelligent Systems (HIS'01).
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885Harriet Wikman, Eeva Kettunen, Jouni K. Seppänen, Antti Karjalainen, Jaakko Hollmén, Sisko Anttila, and Sakari Knuutila. Identification of differentially expressed genes in pulmonary adenocarcinoma by using a cDNA array. Oncogene, 21(37):5804–5813, 2002. Nature Publishing Group.
Info
See www.nature.com ...
884Ying Zhu, Jaakko Hollmén, Riikka Räty, Yan Aalto, Balint Nagy, Erkki Elonen, Juha Kere, Heikki Mannila, Kaarle Franssila, and Sakari Knuutila. Investigatory and analytical approaches to differential gene expression profiling in mantle cell lymphoma. British Journal of Haematology, 119(4):905–915, 2002.
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883Jaakko Peltonen. Itseorganisoituvat kartat oppivissa metriikoissa. Tekniikan Akateemiset, 5/2002, 2002.
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882Kai Puolamäki and Leila Koivisto, editors. Biennial report 2000–2001. Laboratory of Computer and Information Science, 2002.
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See www.cis.hut.fi ...
881Jaana Laiho, Kimmo Raivio, Pasi Lehtimäki, Kimmo Hätönen, and Olli Simula. Advanced analysis methods for 3G cellular networks. Technical Report A65, Helsinki University of Technology, Laboratory of Computer and Information Science, 2002.
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880Krista Lagus, Anu Airola, and Mathias Creutz. Data analysis of conceptual similarities of Finnish verbs. In Proceedings of the CogSci 2002, pages 566–571, Fairfax, Virginia, 2002.
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879Kristiina Jokinen, Antti Kerminen, Mauri Kaipainen, Tommi Jauhiainen, Markku Turunen, Jaakko Hakulinen, Jukka Kuusisto, and Krista Lagus. Adaptive dialogue systems — interaction with interact. In 3rd SIGdial Workshop on Discourse and Dialogue, July 11 and 12, 2002, pages 64–73, 2002.
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878Krista Lagus and Mikko Kurimo. Language model adaptation in speech recognition using document maps. In 2002 IEEE International workshop on neural networks for signal processing, September 4-6, 2002, pages 627–636, Martigny, Switzerland, 2002.
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877Mikko Kurimo and Krista Lagus. An efficiently focusing large vocabulary language model. In International Conference on Artificial Neural Networks, ICANN'02, 2002. 1068–1073.
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876Krista Lagus and Jukka Kuusisto. Topic identification in natural language dialogues using neural networks. In 3rd SIGdial Workshop on Discourse and Dialogue of ACL'02, July 11 and 12, 2002, pages 95–102, 2002.
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875Ella Bingham, Jukka Kuusisto, and Krista Lagus. Ica and som in text document analysis. In The 25th ACM SIGIR Conference on Research and Development in Information Retrieval, August 11-15, 2002, Tampere, Finland, pages 361–362, 2002.
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874Krista Lagus. Text retrieval using self-organized document maps. Neural Processing Letters., 15(1):21–29, 2002.
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873Kimmo Varpaaniemi. Towards ambitious approximation algorithms in stubborn set optimization. In Hans-Dieter Burkhard, Ludwik Czaja, Gabriela Lindemann, Andrzej Skowron, and Peter H. Starke, editors, Workshop: Concurrency, Specification and Programming, CS&P'2002, Berlin, October 7–9, 2002, Volume 2, pages 370–379. Informatik-Bericht Nr. 161, Institut für Informatik, Humboldt-Universität zu Berlin, Germany, 2002.
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872E. Bingham, Heikki Mannila, and J. Seppänen. Topics in 0-1 data. In Proceedings of the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 450–455, 2002.
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871Heikki Mannila. Global and local methods in data mining: basic techniques and open problems. In 29th International Colloquium on Automata, Languages, and Programming (ICALP), pages 57–68, 2002.
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870Heikki Mannila, A. Patrikainen, J. Seppänen, and J. Kere. Long-range control of expression in yeast. Bioinformatics, 18(3):482–483, 2002.
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869C.K. Leung, R. Ng, and Heikki Mannila. Segmentation for frequency counting. In Proceedings of the 18th International Conference on Data Engineering (ICDE), pages 583–593, 2002.
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868M. Salmenkivi, J. Kere, and Heikki Mannila. Genome segmentation using piecewise constant intensity models and reversible jump mcmc. Bioinformatics, 18(Supplement 2):S211–S218, 2002. (European Computational Biology Conference 2002).
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867Y. Zhu, J. Hollmen, R. Raty, Y. Aalto, B. Nagy, E. Elonen, J. Kere, Heikki Mannila, K. Franssila, and S. Knuutila. Investigatory and analytical approaches to differential gene expression profiling in mantle cell lymphoma. Br J Haematol., 119(4):905–915, 2002.
Info
866T. Niini, K. Vettenranta, J. Hollmen, M.L. Larramendy, Y. Aalto, H. Wikman, B. Nagy, J.K. Seppänen, A.F. Salvador, Heikki Mannila, U.M. Saarinen-Pihkala, and S. Knuutila. Expression of myeloid-specific genes in childhood acute lumpoblastic leukemia – a cdna array study. Leukemia, 16:2213–2221, 2002.
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865P. Onkamo, V. Ollikainen, P. Sevon, H. Toivonen, Heikki Mannila, and J. Kere. Association analysis for quantitative traits by data mining: Qhpm. The Annals of Human Genetics, 66:419–429, 2002.
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864L. de Raedt, M. Jaeger, S.D. Lee, and Heikki Mannila. A theory of inductive query answering. In Proceedings of the 2nd IEEE International Conference on Data Mining, pages 123–130, 2002.
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863Mikko Kurimo and Krista Lagus. An efficiently focusing large vocabulary language model. In Proceedings of the International Conference on Artificial Neural Networks (ICANN), pages 1068–1073, Madrid, Spain, 2002.
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862Markku-Juhani O. Saarinen. Cryptanalysis of LILI-128. In Joan Daemen and Vincent Rijmen, editors, Fast Software Encryption, 9th International Workshop, FSE 2002, Leuven, Belgium, February 46, 2002, Revised Papers, volume 2365 of Lecture Notes in Computer Science, pages 231–236. Springer-Verlag, 2002.
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861Sami S. Brandt, Jorma Laaksonen, and Erkki Oja. Statistical shape features for content-based image retrieval. Journal of Mathematical Imaging and Vision, 17(2):187–198, 2002.
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860Markus Koskela, Jorma Laaksonen, and Erkki Oja. Implementing relevance feedback as convolutions of local neighborhoods on self-organizing maps. In ICANN, pages 981–986, 2002.
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859Markus Koskela, Jorma Laaksonen, and Erkki Oja. Using mpeg-7 descriptors in image retrieval with self-organizing maps. In ICPR (2), pages 1049–1052, 2002.
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858Markus Koskela, Jorma Laaksonen, and Erkki Oja. Mpeg-7 descriptors in content-based image retrieval with picsom system. In VISUAL, pages 247–258, 2002.
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857Erkki Oja. Finding hidden factors using independent component analysis. In ECML, page 505, 2002.
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856Erkki Oja. Independent component analisys. In HIS, page 3, 2002.
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855Ajith Abraham, Javier Ruiz del Solar, and Mario Köppen, editors. Soft Computing Systems - Design, Management and Applications, HIS 2002, December 1-4, 2002, Santiago, Chile, volume 87 of Frontiers in Artificial Intelligence and Applications. IOS Press, 2002.
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854Erkki Oja. Finding hidden factors using independent component analysis. In PKDD, page 488, 2002.
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853Erkki Oja. Unsupervised learning in neural computation. Theor. Comput. Sci., 287(1):187–207, 2002.
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852Patric R. J. Östergård and Petteri Kaski. Enumeration of 2-(9,3,lambda) designs and their resolutions. Designs, Codes and Cryptography, 27:131–137, 2002.
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See dx.doi.org ...
851M. Scholz and R. Vigário. Nonlinear PCA: a new hierarchical approach. In Proc. of 10th European Symposium on Artificial Neural Networks (ESANN'2002), Bruges, Belgium, 2002.
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850R. Vigário, O. Jensen, and R. Hari. Identifying cortical sources of corticomuscle coherence during bimanual muscle contraction by ICA. In Proc. of 13th Int. Conf. on Biomagnetism (BIOMAG'2002), Jena, Germany, 2002.
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849Pekka Ala-Siuru and Samuel Kaski, editors. STeP 2002—Intelligence, the Art of Natural and Artificial. Proceedings of the 10th Finnish Artificial Intelligence Conference. Finnish Artificial Intelligence Society, Oulu, Finland, 2002.
Info
848Jukka Iivarinen, Samuel Kaski, and Erkki Oja, editors. Neljännesvuosisata Hatutusta: Hahmontunnistustutkimus Suomessa 1977–2002. Suomen hahmontunnistustutkimuksen seura ry, Otaniemi, 2002.
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847Samuel Kaski. Learning metrics. In 3rd Conference of the International Society for Ecological Informatics, Grottaferrata, Italy, page 42, 2002. (Abstract of a plenary talk).
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846Arto Klami, Jaakko Peltonen, and Samuel Kaski. Accurate self-organizing maps in learning metrics. In Pekka Ala-Siuru and Samuel Kaski, editors, STeP 2002—Intelligence, the Art of Natural and Artificial. Proceedings of the 10th Finnish Artificial Intelligence Conference, pages 41–49, Oulu, Finland, 2002. Finnish Artificial Intelligence Society.
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845Janne Nikkilä, Petri Törönen, Samuel Kaski, Jarkko Venna, Eero Castrén, and Garry Wong. Analysis and visualization of gene expression data using self-organizing maps. Neural Networks, 15:953–966, 2002.
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844Merja Oja, Janne Nikkilä, Petri Törönen, Eero Castrén, and Samuel Kaski. Learning metrics for visualizing gene functional similarities. In Pekka Ala-Siuru and Samuel Kaski, editors, STeP 2002—Intelligence, the Art of Natural and Artificial. Proceedings of the 10th Finnish Artificial Intelligence Conference, pages 31–40, Oulu, Finland, 2002. Finnish Artificial Intelligence Society.
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843Merja Oja, Janne Nikkilä, Petri Törönen, Garry Wong, Eero Castrén, and Samuel Kaski. Exploratory clustering of gene expression profiles of mutated yeast strains. In Wei Zhang and Ilya Shmulevich, editors, Computational and Statistical Approaches to Genomics, pages 65–78, Boston, MA, 2002. Kluwer.
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842M. Oja, P. Törönen, J. Nikkilä, E. Castrén, and S. Kaski. Learning metrics for SOM-based clustering and visualization of yeast gene expression data. In Proceedings of Bioinformatics 2002, Bergen, Norway, April 4-7, page 78, 2002.
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841Ville Ollikainen, Christer Bäckström, and Samuel Kaski. Electronic editor: Automatic content-based sequential compilation of newspaper articles. Neurocomputing, 43:91–106, 2002.
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840Jaakko Peltonen, Arto Klami, and Samuel Kaski. Learning more accurate metrics for self-organizing maps. In J. R. Dorronsoro, editor, Artificial Neural Networks—ICANN 2002, pages 999–1004, Berlin, 2002. Springer. Preprint postscript at http://www.cis.hut.fi/projects/mi/papers/icann02.ps.gz.
Info
See dx.doi.org ...
839Jaakko Peltonen, Janne Sinkkonen, and Samuel Kaski. Discriminative clustering of text documents. In Lipo Wang, Jagath C. Rajapakse, Kunihiko Fukushima, Soo-Young Lee, and Xin Yao, editors, Proceedings of ICONIP'02, 9th International Conference on Neural Information Processing, pages 1956–1960, Piscataway, NJ, 2002. IEEE. Preprint postscript at http://www.cis.hut.fi/projects/mi/papers/iconip02.ps.gz.
Info
See ieeexplore.ieee.org ...
838Jarkko Salojärvi and Samuel Kaski. Mixture density from autonomous experts. International Journal of Knowledge Based Intelligent Engineering Systems, 6:48–55, 2002.
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837Janne Sinkkonen and Samuel Kaski. Clustering based on conditional distributions in an auxiliary space. Neural Computation, 14:217–239, 2002.
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836Janne Sinkkonen, Samuel Kaski, and Janne Nikkilä. Discriminative clustering: optimal contingency tables by learning metrics. In Tapio Elomaa, Heikki Mannila, and Hannu Toivonen, editors, Machine Learning: ECML 2002, pages 418–430, Berlin, 2002. Springer.
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835George Legrady and Timo Honkela. Pockets full of memories: an interactive museum installation. Visual Communication, 1(2):163–169, 2002.
Info
See vcj.sagepub.com ...
834Tomi Janhunen. lpeq 1.13 — A tool for testing the equivalence of logic programs. http://www.tcs.hut.fi/Software/lpeq/, 2002. Computer Program.
Info
See www.tcs.hut.fi ...

2001

833Alexandre Iline, Harri Valpola, and Erkki Oja. Detecting process state changes by nonlinear blind source separation. In Proceedings of the 3rd International Conference on Independent Component Analysis and Signal Separation (ICA 2001), pages 704–709, San Diego, California, December 2001.
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832Petteri Kaski. Isomorph-free exhaustive generation of combinatorial designs. Research Report A70, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2001.
NOTE: Reprint of Master's thesis; see URL below.
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831Cédric Archambeau, Amaury Lendasse, Charles Trullemans, Claude Veraart, Jean Delbeke, and Michel Verleysen. Phosphene evaluation in a visual prosthesis with artificial neural networks. In Adaptive Systems and Hybrid Computational Intelligence in Medicine, special session proceedings of EUNITE 2001, Tenerife (Spain), pages 116–122, December 13-14 2001.
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830Cédric Archambeau, Amaury Lendasse, Charles Trullemans, Claude Veraart, Jean Delbeke, and Michel Verleysen. Phosphene evaluation in a visual prosthesis with artificial neural networks. In EUNITE 2001, European Symposium on Intelligent Technologies, Hybrid Systems and their implementation on Smart Adaptive Systems, Tenerife (Spain), pages 509–515, December 13-14 2001.
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829Marko Mäkelä, Timo Latvala, and Kimmo Varpaaniemi. Maria 1.0—modular reachability analyser. Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, November 2001. Software.
Info
See www.tcs.hut.fi ...
828Marko Mäkelä. Rinnakkaisuus hallintaan—formaalit menetelmät mutkikkaiden järjestelmien suunnittelun apuna. Prosessori, pages 68–71, November 2001. Erikoisnumero: elektroniikan suunnittelu (ES).
Info
See www.prosessori.fi ...
827Olli Simula, Jaakko Hollmén, and Esa Alhoniemi. Models from data: analysis of industrial processes and telecommunication systems. In Proceedings of the National Conference on Industrial Automation, Ancona, Italy, pages 13–19, November 2001.
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826Kimmo Raivio, Olli Simula, and Jaana Laiho. Neural analysis of mobile radio access network. In IEEE International Conference on Data Mining, pages 457–464, San Jose, California, USA, November 29 - December 2 2001.
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825Amaury Lendasse, John A. Lee, Eric de Bodt, Vincent Wertz, and Michel Verleysen. Approximation using radial basis functions networks - application to pricing derivative securities. In ACSEG 2001, Connectionist Approaches in Economics and Management Sciences, Rennes (France), pages 275–283, November 22-23 2001.
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824Marko Mäkelä, Timo Latvala, and Kimmo Varpaaniemi. Maria 1.0—modular reachability analyser. Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, November 2001. Software.
Info
See www.tcs.hut.fi ...
823Marko Mäkelä. Rinnakkaisuus hallintaan—formaalit menetelmät mutkikkaiden järjestelmien suunnittelun apuna. Prosessori, pages 68–71, November 2001. Erikoisnumero: elektroniikan suunnittelu (ES).
Info
See www.prosessori.fi ...
822Marko Mäkelä and Kimmo Varpaaniemi. lsts2pn — a translator from TVT LSTS files to the input file language of MaRiA. Laboratory for Theoretical Computer Science, Helsinki University of Technology, Espoo, Finland, September 2001. Software.
Info
See www.tcs.hut.fi ...
821Markus Koskela, Jorma Laaksonen, and Erkki Oja. Self-organizing image retrieval with MPEG-7 descriptors. In Proceedings of Infotech Oulu International Workshop on Information Retrieval, pages 151–160, Oulu, Finland, September 2001.
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820Keijo Heljanko and Ilkka Niemelä. Bounded LTL model checking with stable models. In Thomas Eiter, Wolfgang Faber, and Mirosaw Truszczynski, editors, Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning (LPNMR'2001), volume 2173 of Lecture Notes in Artificial Intelligence, pages 200–212, Vienna, Austria, September 2001. Springer-Verlag.
Info
See users.ics.tkk.fi ...
819Marko Mäkelä and Kimmo Varpaaniemi. lsts2pn — a translator from TVT LSTS files to the input file language of MaRiA. Laboratory for Theoretical Computer Science, Helsinki University of Technology, Espoo, Finland, September 2001. Software.
Info
See www.tcs.hut.fi ...
818Tommi Syrjänen. Omega-restricted logic programs. In Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning, pages 267–279, Vienna, Austria, September 2001. Springer-Verlag.
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817Tommi Syrjänen and Ilkka Niemelä. The smodels system. In Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning, Vienna, Austria, September 2001. Springer-Verlag.
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816Tomi Janhunen. On the effect of default negation on the expressiveness of disjunctive rules. In Thomas Eiter, Wolfgang Faber, and Mirek Truszczyński, editors, Logic Programming and Nonmonotonic Reasoning, Proceedings of the 6th International Conference, pages 93–106, Vienna, Austria, September 2001. Springer-Verlag. LNAI 2173.
Info
See www.tcs.hut.fi ...
815Keijo Heljanko. Bounded reachability checking with process semantics. In Kim Guldstrand Larsen and Mogens Nielsen, editors, Proceedings of the 12th International Conference on Concurrency Theory (Concur'2001), volume 2154 of Lecture Notes in Computer Science, pages 218–232, Aalborg, Denmark, August 2001. Springer-Verlag.
Info
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814Krista Lagus, Esa Alhoniemi, and Harri Valpola. Independent variable group analysis. In Georg Dorffner, Horst Bischof, and Kurt Hornik, editors, International Conference on Artificial Neural Networks - ICANN 2001, volume 2130 of LLNCS, pages 203–210, Vienna, Austria, August 2001. Springer.
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813Tommi Syrjänen. Version spaces and rule-based configuration management. In Working Notes of the IJCAI 2001 Workshop on Configuration, August 2001.
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812Kimmo Varpaaniemi, editor. Annual report for the year 2000. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, July 2001.
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811Marko Mäkelä. A reachability analyser for algebraic system nets. Research Report A69, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, June 2001.
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810Eero Lassila. A tree expansion formalism for generative string rewriting. Technical Report B20, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, June 2001.
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809Marko Mäkelä. Optimising enabling tests and unfoldings of algebraic system nets. In José-Manuel Colom and Maciej Koutny, editors, Application and Theory of Petri Nets 2001: 22nd International Conference, ICATPN 2001, number 2075 in Lecture Notes in Computer Science, pages 283–302, Newcastle upon Tyne, UK, June 2001. Springer-Verlag, Berlin, Germany.
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See link.springer.de ...
808Robert Denda, Ana V. Medina, Federico Montesino-Pouzols, and Antonio Marin. MUVITRAN: A solution for the transmission of high-quality real-time video over the HFC return channel. In IEEE International Conference on Telecommunications, pages 343–348, Bucharest, Romania, June 2001.
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807Jorma Laaksonen, Markus Koskela, Sami Laakso, and Erkki Oja. Self-organizing maps as a relevance feedback technique in content-based image retrieval. Pattern Analysis & Applications, 4(2+3):140–152, June 2001.
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806Sami Laakso, Jorma Laaksonen, Markus Koskela, and Erkki Oja. Self-organizing maps of web link information. In Nigel Allinson, Hujun Yin, Lesley Allinson, and Jon Slack, editors, Advances in Self-Organising Maps, pages 146–151, Lincoln, England, June 2001. Springer.
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805Markus Koskela, Jorma Laaksonen, and Erkki Oja. Comparison of techniques for content-based image retrieval. In Proceedings of 12th Scandinavian Conference on Image Analysis (SCIA 2001), pages 579–586, Bergen, Norway, June 2001.
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804Keijo Heljanko, Victor Khomenko, and Maciej Koutny. Parallelisation of the Petri net unfolding algorithm. Technical Report CS-TR-733, Department of Computer Science, University of Newcastle upon Tyne, Newcastle, United Kindom, June 2001.
Info
See www.cs.ncl.ac.uk ...
803Krista Lagus. Studying similarities in term usage with self-organizing maps. In Proceedings of NordTerm'01, pages 34–45, Helsinki, Finland, June 13.-16. 2001.
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802Marko Mäkelä. Optimising enabling tests and unfoldings of algebraic system nets. In José-Manuel Colom and Maciej Koutny, editors, Application and Theory of Petri Nets 2001: 22nd International Conference, ICATPN 2001, number 2075 in Lecture Notes in Computer Science, pages 283–302, Newcastle upon Tyne, UK, June 2001. Springer-Verlag, Berlin, Germany.
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801Stefan Brass, Jürgen Dix, Ilkka Niemelä, and T.C. Przymusinski. On the equivalence of the static and disjunctive well-founded semantics and its computation. Theoretical Computer Science, 258(1–2):523–553, May 2001.
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800Markus Koskela, Jorma Laaksonen, and Erkki Oja. PicSOM content-based image retrieval system - comparison of techniques. In Proceedings of 3rd European Workshop on Image Analysis for Multimedia Interactive Services, pages 89–94, Tampere, Finland, May 2001.
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799Javier Esparza and Keijo Heljanko. Implementing LTL model checking with net unfoldings. In Matthew B. Dwyer, editor, Proceedings of the 8th International SPIN Workshop on Model Checking of Software (SPIN'2001), volume 2057 of Lecture Notes in Computer Science, pages 37–56, Toronto, Canada, May 2001. Springer-Verlag.
Info
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798Amaury Lendasse, John A. Lee, Eric de Bodt, Vincent Wertz, and Michel Verleysen. Input data reduction for the prediction of financial time series. In M. Verleysen, editor, ESANN 2001, European Symposium on Artificial Neural Networks, Bruges (Belgique), pages 237–244. d-side publ. (Evere, Belgium), April 2001.
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797Tomi Janhunen. On the effect of default negation on the expressiveness of disjunctive rules. In Gerhard Brewka, Cees Witteween, and Torsten Schaub, editors, Working Notes of the 5th Dutch-German Workshop on Nonmonotonic Reasoning Techniques and their Applications, pages 102–113, Potsdam, Germany, April 2001.
Info
796Javier Esparza and Keijo Heljanko. Implementing LTL model checking with net unfoldings. Research Report A68, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, March 2001.
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795Keijo Heljanko and Ilkka Niemelä. Answer set programming and bounded model checking. In Proceedings of the AAAI Spring 2001 Symposium on Answer Set Programming: Towards Efficient and Scalable Knowledge Representation and Reasoning, pages 90–96, Stanford, USA, March 2001. AAAI Press.
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794Timo Soininen, Ilkka Niemelä, Juha Tiihonen, and Reijo Sulonen. Representing configuration knowledge with weight constraint rules. In Proceedings of the AAAI Spring 2001 Symposium on Answer Set Programming, pages 195–201, Stanford, USA, March 2001. AAAI Press.
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793Amaury Lendasse, Vincent Wertz, and Michel Verleysen. Forecasting electricity demand using kohonen maps. In 20th Benelux meeting on Systems and Control, Houffalize (Belgium), page 118, March 2001.
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792Catharina Candolin, Janne Lundberg, and Hannu Kari. Authorization and privacy protection in organizational ad hoc networks. In Proceedings of the 3rd Nordic Usenix Conference, Stockholm, Sweden, February 2001.
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791Pekka Nikander, Janne Lundberg, Catharina Candolin, and Tuomas Aura. Homeless mobile ipv6. Technical report, Internet Engineering Task Force, February 2001. Internet Draft, work in progress.
Info
790Lasse Anderson, Johannes Helander, Keijo Heljanko, Tomi Janhunen, Robert Jürgens, Ismo Kangas, Kari J. Nurmela, Kenneth Oksanen, Olavi Pesonen, Marko Rauhamaa, James Reilly, Heikki Suonsivu, Kimmo Valkealahti, Kimmo Varpaaniemi, and Pauli Väisänen. PROD 3.3.09 — an advanced tool for efficient reachability analysis. Laboratory for Theoretical Computer Science, Helsinki University of Technology, Espoo, Finland, February 2001. Software.
Info
See www.tcs.hut.fi ...
789Catharina Candolin, Janne Lundberg, and Hannu Kari. Authorization and privacy protection in organizational ad hoc networks. In Proceedings of the 3rd Nordic Usenix Conference, Stockholm, Sweden, February 2001.
Info
788Pekka Nikander, Janne Lundberg, Catharina Candolin, and Tuomas Aura. Homeless mobile ipv6. Technical report, Internet Engineering Task Force, February 2001. Internet Draft, work in progress.
Info
787Lasse Anderson, Johannes Helander, Keijo Heljanko, Tomi Janhunen, Robert Jürgens, Ismo Kangas, Kari J. Nurmela, Kenneth Oksanen, Olavi Pesonen, Marko Rauhamaa, James Reilly, Heikki Suonsivu, Kimmo Valkealahti, Kimmo Varpaaniemi, and Pauli Väisänen. PROD 3.3.09 — an advanced tool for efficient reachability analysis. Laboratory for Theoretical Computer Science, Helsinki University of Technology, Espoo, Finland, February 2001. Software.
Info
See www.tcs.hut.fi ...
786Amaury Lendasse, Eric de Bodt, Vincent Wertz, and Michel Verleysen. Nonlinear financial time series forecasting - application to the bel 20 stock market index. European Journal of Economic and Social Systems, 14(1):81–92, February 2001.
Info
See ejess.edpsciences.org ...
785Antti Honkela. Nonlinear switching state-space models. Master's thesis, Helsinki University of Technology, Espoo, 2001.
Info
784Harri Valpola, Antti Honkela, and Juha Karhunen. Nonlinear static and dynamic blind source separation using ensemble learning. In Proc. Int. Joint Conf. on Neural Networks (IJCNN'01), pages 2750–2755, Washington D.C., USA, 2001.
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783Antti Honkela and Juha Karhunen. An ensemble learning approach to nonlinear independent component analysis. In Proc. European Conf. on Circuit Theory and Design (ECCTD'01), pages I–41–44, Espoo, Finland, 2001.
Info
782Timo Latvala. Model checking linear temporal logic properties of Petri nets with fairness constraints. Research Report A67, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, January 2001.
NOTE: Reprint of Master's thesis; see URL below.
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781Toni Jussila. Bounded Model Checking for Verifying Concurrent Programs. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2001.
Info
See www.tcs.hut.fi ...
780Maarit Hietalahti. Efficient key agreement for ad-hoc networks. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2001.
Info
779Jari Katajavuori. An architecture for dynamic software upgrading over-the-air in mobile systems. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2001.
Info
778Petteri Kaski. Isomorph-free exhaustive generation of combinatorial designs. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2001.
Info
See www.tcs.hut.fi ...
777Harri Kuusisto. Käyttäjän sähköinen tunnistaminen ja yksityisyys. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, 2001.
Info
776Rauni Pääkkönen. Implementing a formal agent description language. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2001.
Info
775Veera Lehtonen. Implementation of a robust electronic voting system. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2001.
Info
774Viktor Rosendahl. A customized very long intruction word processor for Viterbi decoding. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2001.
Info
773Janne Olavi Salmi. An adaptive mobility management mechanism for ip networks using ad hoc routing. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, 2001.
Info
772Kjell Sand. Development of unit and module testing in embedded systems. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2001.
Info
771Sami Olavi Virtanen. Effective long code generation in WCDMA. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2001.
Info
770Galina T. Bogdanova, Andries E. Brouwer, Stoian N. Kapralov, and Patric R.J. Östergård. Error-correcting codes over an alphabet of four elements. Designs, Codes and Cryptography, 23(3):333–342, 2001.
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769Galina T. Bogdanova and Patric R.J. Östergård. Bounds on codes over an alphabet of five elements. Discrete Mathematics, 240(1–3):13–19, 2001.
Info
See www.elsevier.nl ...
768Alexander A. Davydov and Patric R.J. Östergård. Linear codes with covering radius and codimension . IEEE Transactions on Information Theory, 47(1):416–421, 2001.
Info
See ieeexplore.ieee.org ...
767Alexander A. Davydov and Patric R.J. Östergård. Recursive constructions of complete caps. Journal of Statistical Planning and Inference, 95(1–2):167–173, 2001.
Info
See www.elsevier.nl ...
766T. Aaron Gulliver and Patric R.J. Östergård. Improved bounds for ternary linear codes of dimension 8 using tabu search. Journal of Heuristics, 7(1):37–46, 2001.
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765Patric R.J. Östergård. A new algorithm for the maximum-weight clique problem. Nordic Journal of Computing, 8(4):424–436, 2001.
Info
764Patric R.J. Östergård. There are 270,474,142 nonisomorphic 2-(9,4,6) designs. Journal of Combinatorial Mathematics and Combinatorial Computing, 37(1):173–176, 2001.
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763Patric R.J. Östergård and Uri Blass. On the size of optimal binary codes of length 9 and covering radius 1. IEEE Transactions on Information Theory, 47(6):2556–2557, 2001.
Info
See ieeexplore.ieee.org ...
762Patric R.J. Östergård and William D. Weakley. Values of domination numbers of the queen's graph. The Electronic Journal of Combinatorics, 8(1), 2001.
Info
See www.combinatorics.org ...
761Tuomas Aura, Pekka Nikander, and Jussipekka Leiwo. DOS-resistant authentication with client puzzles. In B. Christianson, B. Crispo, J.A. Malcolm, and M. Roe, editors, Security Protocols, 8th International Workshop Cambridge, UK, April 2000, Revised Papers, volume 2133 of Lecture Notes in Computer Science, pages 170–177. Springer-Verlag, Berlin, Germany, 2001.
Info
See link.springer.de ...
760Tuomas Aura. DOS-resistant authentication with client puzzles (transcript of discussion). In B. Christianson, B. Crispo, J.A. Malcolm, and M. Roe, editors, Security Protocols, 8th International Workshop Cambridge, UK, April 2000, Revised Papers, volume 2133 of Lecture Notes in Computer Science, pages 178–181. Springer-Verlag, Berlin, Germany, 2001.
Info
See link.springer.de ...
759Marko Mäkelä. lsts2dot—a translator from TVT LSTS files to the input file language of GraphViz. on the World Wide Web, 2001. computer program.
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See www.tcs.hut.fi ...
758Kimmo Varpaaniemi. Minimizing the number of successor states in the stubborn set method. In Ludwik Czaja, editor, Concurrency, Specification and Programming: Proceedings of the CS&P'2001 Workshop, Warsaw, Poland, 3–5 October 2001, pages 279–290. Zakład Graficzny UW, zam. 583/2001, Warsaw, Poland, 2001.
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757Jürgen Dix, Ulrich Furbach, and Ilkka Niemelä. Nonmonotonic reasoning: Towards efficient calculi and implementations. In Andrei Voronkov and Alan Robinson, editors, Handbook of Automated Reasoning, chapter 19, pages 1241–1354. Elsevier Science, Amsterdam, 2001.
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756Jaakko Peltonen. Self-organizing maps in learning metrics. Master's thesis, Helsinki University of Technology, Department of Engineering Physics and Mathematics, 2001. Award-winning: Master's thesis award 2002 for best Finnish Master's thesis in technology, granted by Tekniikan Akateemisten Liitto TEK ry and Tekniska Föreningen i Finland TFiF r.f.
Info
755Keijo Heljanko. punroll 0.3: a bounded reachability checker. Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, 2001. Software.
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See www.tcs.hut.fi ...
754Keijo Heljanko and Patrik Simons. boundsmodels 0.9: a bounded LTL model checker. Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, 2001. Software.
Info
See www.tcs.hut.fi ...
753Keijo Heljanko and Patrik Simons. unfsmodels 0.9: a LTL model checker using net unfoldings. Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, 2001. Software.
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See www.tcs.hut.fi ...
752Vesa Siivola, Mikko Kurimo, and Krista Lagus. Large vocabulary statistical language modeling for continuous speech recognition. In Proceedings of 7th European Conference on Speech Communication and Technology, Aalborg, Copenhagen, 2001.
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751Krista Lagus and Anu Airola. Analysis of functional similarities of finnish verbs using the self-organizing map. In Alessandro Lenci, Simonetta Montemagni, and Vito Pirelli, editors, Appeared in the ESSLLI'01 Workshop on The Acquisition and Representation of Word Meaning, 2001.
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750Kimmo Varpaaniemi. Minimizing the number of successor states in the stubborn set method. In Ludwik Czaja, editor, Concurrency, Specification and Programming: Proceedings of the CS&P'2001 Workshop, Warsaw, Poland, 3–5 October 2001, pages 279–290. Zakład Graficzny UW, zam. 583/2001, Warsaw, Poland, 2001.
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749Amaury Lendasse, John A. Lee, Vincent Wertz, Eric de Bodt, and Michel Verleysen. Dimension reduction of technical indicators for the prediction of financial time series, application to the bel 20 market index. European Journal of Economic and Social Systems, 15(2):31–48, 2001.
Info
748Leo Ojala, Teemu Tynjälä, and Harriet Beaver. Modeling Serial Quantum Processors Using High-Level Petri Nets. In Proceedings of the 5th World Multiconference on Systemics, Cybernetics and Informatics - SCI'2001, 2001.
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747Leo Ojala, Elina Parviainen, Olli-Matti Penttinen, Teemu Tynjälä, and Harriet Beaver. Modeling Feynman's Quantum Computer Using Stochastic High-Level Petri Nets. In Proceedings of 2001 IEEE International Conference on Systems, Man & Cybernetics (CD-ROM), pages 2735–2741, 2001.
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746H. Toivonen, K. Vasko, Heikki Mannila, A. Korhola, and H. Olander. Applying bayesian statistics to organism-based environmental reconstruction. Ecological Applications, 11(2):618–630, 2001.
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745Heikki Mannila and M. Salmenkivi. Finding simple intensity descriptions from event sequence data. In Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2001), pages 341–346, 2001.
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744I. Cadez, P. Smyth, and Heikki Mannila. Probabilistic modeling of transaction data with applications to profiling, visualization, and prediction. In Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2001), pages 37–46, 2001.
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743M. Koivisto and Heikki Mannila. Offspring risk and sibling risk for multilocus traits. Human Heredity, 51:209–216, 2001.
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742P. Sevon, V. Ollikainen, P. Onkamo, H. Toivonen, Heikki Mannila, and J. Kere. Mining associations between genetic markers, phenotypes and covariates. Genetic Epidemiology, 21(Suppl 1):S588 – S593, 2001.
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741E. Bingham and Heikki Mannila. Random projection in dimensionality reduction: applications to image and text data. In Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2001), pages 245–250, 2001.
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740J. Himberg, K. Korpiaho, Heikki Mannila, J. Tikanmäki, and H. Toivonen. Time-series segmentation for context recognition in mobile devices. In IEEE Conference on Data Mining, pages 203–207, 2001.
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739B. Bollobas, G. Das, D. Gunopulos, and H. Mannila. Time-series similarity problems and well-separated geometric sets. Nordic Journal on Computing, 8(4):409–423, 2001.
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738David Hand, Heikki Mannila, and Padhraic Smyth. Principles of Data Mining. MIT Press, 2001. ISBN 0-262-98290-X.
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737Vesa Siivola, Mikko Kurimo, and Krista Lagus. Large vocabulary statistical language modeling for continuous speech recognition. In Proceedings of 7th European Conference on Speech Communication and Technology (EUROSPEECH), pages 737–747, Aalborg, Copenhagen, 2001.
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736Chafic Mokbel, Hanna Greige, Charles Sarraf, and Mikko Kurimo. Document indexing and classification based on latent semantic analysis and self-organizing map. In Proceedings of the IEEE workshop on Natural Langage Processing in Arabic, Beirut, Lebanon, 2001.
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735Marko Mäkelä. lsts2dot—a translator from TVT LSTS files to the input file language of GraphViz. on the World Wide Web, 2001. computer program.
Info
See www.tcs.hut.fi ...
734Matti Aksela, Jorma Laaksonen, Erkki Oja, and Jari Kangas. Application of adaptive committee classifiers in on-line character recognition. In ICAPR, pages 270–279, 2001.
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733Matti Aksela, Jorma Laaksonen, Erkki Oja, and Jari Kangas. Rejection methods for an adaptive committee classifier. In ICDAR, pages 982–986, 2001.
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732Visa Koivunen, Mihai Enescu, and Erkki Oja. Adaptive algorithm for blind separation from noisy time-varying mixtures. Neural Computation, 13(10):2339–2357, 2001.
Info
731Jorma Laaksonen, Markus Koskela, Sami Laakso, and Erkki Oja. Self-organising maps as a relevance feedback technique in content-based image retrieval. Pattern Anal. Appl., 4(2-3):140–152, 2001.
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730Timo Ojala, Kimmo Valkealahti, Erkki Oja, and Matti Pietikäinen. Texture discrimination with multidimensional distributions of signed gray-level differences. Pattern Recognition, 34(3):727–739, 2001.
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729Vuokko Vuori, Jorma Laaksonen, Erkki Oja, and Jari Kangas. Speeding up on-line recognition of handwritten characters by pruning the prototype set. In ICDAR, pages 501–, 2001.
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728Vuokko Vuori, Jorma Laaksonen, Erkki Oja, and Jari Kangas. Experiments with adaptation strategies for a prototype-based recognition system for isolated handwritten characters. IJDAR, 3(3):150–159, 2001.
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727Jiří Šíma and Pekka Orponen. Computing with continuous-time Liapunov systems. In J. S. Vitter, P. Spirakis, and M. Yannakakis, editors, Proceedings of the 33rd Annual ACM Symposium on Theory of Computing (STOC'01, Crete, July 2001), pages 722–731, New York NY, 2001. Association for Computing Machinery.
Info
See doi.acm.org ...
726Jiří Šíma and Pekka Orponen. Exponential transients in continuous-time symmetric Hopfield nets. In G. Dorffner, H. Bischof, and K. Hornik, editors, Proceedings of Artificial Neural Networks – ICANN 2001 (Vienna, August 2001), volume 2130 of Lecture Notes in Computer Science, pages 806–813, Berlin Heidelberg, 2001. Springer-Verlag.
Info
See link.springer.de ...
725Petteri Kaski and Patric R. J. Östergård. There exists no (15,5,4) RBIBD. Journal of Combinatorial Designs, 9(5):357–362, 2001.
Info
See dx.doi.org ...
724Tapani Raiko. Hierarchical nonlinear factor analysis. Master's thesis, Helsinki University of Technology, Espoo, Finland, 2001.
Info
723Tapani Raiko and Harri Valpola. Missing values in nonlinear factor analysis. In Proc. of the 8th Int. Conf. on Neural Information Processing (ICONIP'01), pages 822–827, Shanghai, 2001.
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722Harri Valpola, Tapani Raiko, and Juha Karhunen. Building blocks for hierarchical latent variable models. In Proc. 3rd Int. Conf. on Independent Component Analysis and Signal Separation (ICA2001), pages 710–715, San Diego, USA, 2001.
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721J. Särelä, H. Valpola, R. Vigário, and E. Oja. Dynamical factor analysis of rhythmic magnetoencephalographic activity. In Proc. 3rd Int. Conf. on Independent Component Analysis and Blind Signal Separation (ICA'2001), pages 451–456, San Diego, California, USA, 2001.
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720J. Särelä and R. Vigário. The problem of overlearning in high-order ICA approaches: analysis and solutions. In Proc. Int. Workshop on Artificial Neural Networks (IWANN-2001), pages 818–825, Granada, Spain, 2001.
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719R. Vigário. From principal to independent component analysis of brain signals. In Proc. of 23rd Annual Int. Conf. of the IEEE Engineering and Medicine in Biology Society (EMBC2001), Istanbul, Turkey, 2001.
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718Samuel Kaski and Jarkko Salojärvi. Generative mixture modeling by autonomous estimators. In N. Baba, L. C. Jain, and R. J. Howlett, editors, Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, Proceedings of KES'2001, volume 1, pages 250–254, Amsterdam, 2001. IOS Press.
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717Janne Nikkilä, Petri Törönen, Janne Sinkkonen, and Samuel Kaski. Analysis of gene expression data using semi-supervised clustering. In Proceedings of Bioinformatics 2001, Skövde, Sweden, March 29-April 1, pages 2–3, 2001. (Abstract).
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716Samuel Kaski, Janne Sinkkonen, and Janne Nikkilä. Clustering gene expression data by mutual information with gene function. In Georg Dorffner, Horst Bischof, and Kurt Hornik, editors, Artificial Neural Networks—ICANN 2001, pages 81–86, Berlin, 2001. Springer.
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715Jarkko Venna and Samuel Kaski. Neighborhood preservation in nonlinear projection methods: An experimental study. In Georg Dorffner, Horst Bischof, and Kurt Hornik, editors, Artificial Neural Networks—ICANN 2001, pages 485–491, Berlin, 2001. Springer.
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714Samuel Kaski. Learning metrics for exploratory data analysis. In David Miller, Tülay Adali, Jan Larsen, Marc Van Hulle, and Scott Douglas, editors, Neural Networks for Signal Processing XI, Proceedings of the 2001 IEEE Signal Processing Society Workshop, pages 53–62, New York, NY, 2001. IEEE.
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713Samuel Kaski, Janne Sinkkonen, and Jaakko Peltonen. Data visualization and analysis with self-organizing maps in learning metrics. In Yahiko Kambayashi, Werner Winiwarter, and Masatoshi Arikawa, editors, Proceedings of DaWaK'01, Third International Conference on Data Warehousing and Knowledge Discovery, pages 162–173, Berlin, 2001. Springer. (LNCS 2114).
Info
See link.springer.de ...
712Samuel Kaski, Janne Sinkkonen, and Jaakko Peltonen. Learning metrics for self-organizing maps. In Proceedings of IJCNN'01, International Joint Conference on Neural Networks, pages 914–919, Piscataway, NJ, 2001. IEEE. Preprint postscript at http://www.cis.hut.fi/projects/mi/papers/ijcnn01.ps.gz.
Info
See dx.doi.org ...
711Samuel Kaski. SOM-based exploratory analysis of gene expression data. In Nigel Allinson, Hujun Yin, Lesley Allinson, and Jon Slack, editors, Advances in Self-Organizing Maps, pages 124–131, London, 2001. Springer.
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710Samuel Kaski and Janne Sinkkonen. A topography-preserving latent variable model with learning metrics. In Nigel Allinson, Hujun Yin, Lesley Allinson, and Jon Slack, editors, Advances in Self-Organizing Maps, pages 224–229, London, 2001. Springer.
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709Samuel Kaski, Janne Sinkkonen, and Jaakko Peltonen. Bankruptcy analysis with self-organizing maps in learning metrics. IEEE Transactions on Neural Networks, 12:936–947, 2001. Preprint postscript at http://www.cis.hut.fi/projects/mi/papers/trnn00_preprint.ps.gz.
Info
See dx.doi.org ...
708Samuel Kaski, Janne Nikkilä, Petri Törönen, Eero Castren, and Garry Wong. Analysis and visualization of gene expression data using self-organizing maps. In Proceedings of NSIP-01, IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, 03.06.2001 - 06.06.2001, Baltimore, Maryland USA, 2001. Proceedings on CD-ROM.
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707Timo Honkela. Inhimillinen kone - konemainen ihminen, chapter Koneen äly, oppiminen ja viisaus (Machine intelligence, learning and wisdom), pages 18–32. Helsinki University Press, Helsinki, 2001.
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706Timo Latvala. Model checking LTL properties of high-level petri nets with fairness constraints. In J-M. Colom and M. Koutny, editors, Application and Theory of Petri Nets, pages 242–262, Berlin, 2001. Springer. [Copyright Springer-Verlag]
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See link.springer.de ...
705Leo Ojala, Teemu Tynjälä, and Harriet Beaver. Modelling Serial Quantum Processors Using Petri Nets. In World Multiconference on Systemics, Cybernetics and Informatics SCI 2001, volume 14, 2001.
Info
704Leo Ojala, Elina Parviainen, Olli-Matti Penttinen, Harriet Beaver, and Teemu Tynjälä. Modelling Feynman's Quantum Computer Using Stochastic High Level Petri Nets. In Systems, Man and Cybernetics (SMC 2001), 2001. This article appears only in the CD-ROM version of the proceedings.
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703Leo Ojala, Nisse Husberg, and Teemu Tynjälä. Modelling and Analysing a Distributed Dynamic Channel Allocation Algorithm for Mobile Computing Using High-Level Net Methods. Software Tools for Technology Transfer, 3, 2001.
Info
702Tommi A. Junttila. Computational complexity of the Place/Transition-net symmetry reduction method. Journal of Universal Computer Science, 7(4):307–326, 2001.
Info
See www.jucs.org ...
701Tommi Junttila. BCSat 0.3 - a satisfiability checker for boolean circuits. Computer program, 2001.
Info
See www.tcs.hut.fi ...

2000

700Heikki Tauriainen. Automated testing of Büchi automata translators for linear temporal logic. Research Report A66, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 2000.
NOTE: Reprint of Master's thesis; see URL below.
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699Jaakko Hollmén. User Profiling and Classification for Fraud Detection in Mobile Communications Networks. Doctoral dissertation, Helsinki University of Technology, December 2000.
Info
See lib.hut.fi ...
698Jorma Laaksonen, Markus Koskela, Sami Laakso, and Erkki Oja. PicSOM – Content-based image retrieval with self-organizing maps. Pattern Recognition Letters, 21(13-14):1199–1207, December 2000.
Info
697Amaury Lendasse, John A. Lee, Eric de Bodt, Vincent Wertz, and Michel Verleysen. Réduction de la dimension d'un ensemble d'indicateurs techniques en vue de la prédiction de séries temporelles financières - application à l'indice de marché BEL 20. In ACSEG 2000, 7emes rencontres internationales, December 2000.
Info
696Tuomas Aura. Authorization and availability - aspects of open network security. Research Report A64, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2000. Doctoral dissertation.
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695Harri Haanpää. Computational methods for Ramsey numbers. Research Report A65, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, November 2000.
NOTE: Reprint of Licentiate's thesis; see URL below.
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694Markus Koskela, Jorma Laaksonen, Sami Laakso, and Erkki Oja. Evaluating the performance of content-based image retrieval systems. In Fourth International Conference on Visual Information Systems (VISual 2000), pages 430–441, Lyon, France, November 2000. Springer-Verlag.
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693Jorma Laaksonen, Erkki Oja, Markus Koskela, and Sami Brandt. Analyzing low-level visual features using content-based image retrieval. In Proceedings of 7th International Conference on Neural Information Processing (ICONIP 2000), volume 2, pages 1333–1338, Taejon, Korea, November 2000.
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692Samuel Kaski. Convergence of a stochastic semisupervised clustering algorithm. Technical Report A62, Helsinki University of Technology, Publications in Computer and Information Science, Espoo, Finland, November 2000.
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691Nisse Husberg, Tomi Janhunen, and Ilkka Niemelä (Eds.). Leksa notes in computer science. Research Report A63, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, October 2000.
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690Marko Mäkelä. Modular reachability analyser. In Nisse Husberg, Tomi Janhunen, and Ilkka Niemelä, editors, Leksa Notes in Computer Science: Festschrift in Honour of Professor Leo Ojala, pages 75–85. Helsinki University of Technology, October 2000.
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689Marko Mäkelä. Applying compiler techniques to reachability analysis of high-level models. In Hans-Dieter Burkhard, Ludwik Czaja, Andrzej Skowron, and Peter Starke, editors, Workshop on Concurrency, Specification & Programming 2000, number 140 in Informatik-Bericht, pages 129–142. Humboldt-Universität zu Berlin, Germany, October 2000.
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688Silja Mäki, Tuomas Aura, and Maarit Hietalahti. Robust membership management for ad-hoc groups. In Proc. 5th Nordic Workshop on Secure IT Systems (NORDSEC 2000), Reykjavik, Iceland, October 2000.
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687Kimmo Varpaaniemi. Modelling of a PLC-based railway traffic control system. In Nisse Husberg, Tomi Janhunen, and Ilkka Niemelä, editors, Leksa Notes in Computer Science: Festschrift in Honour of Professor Leo Ojala, number HUT-TCS-A63 in HUT-TCS Research Reports, pages 131–140. Laboratory for Theoretical Computer Science, Helsinki University of Technology, Espoo, Finland, October 2000.
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686Eero Lassila. On tree belts and belt-selectors. In Nisse Husberg, Tomi Janhunen, and Ilkka Niemelä, editors, Lexa Notes in Computer Science: Festschrift in Honour of Professor Leo Ojala, pages 47–58. Helsinki University of Technology, Laboratory for Theoretical Computer Science, October 2000.
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685Kimmo Varpaaniemi. Modelling of a PLC-based railway traffic control system. In Nisse Husberg, Tomi Janhunen, and Ilkka Niemelä, editors, Leksa Notes in Computer Science: Festschrift in Honour of Professor Leo Ojala, number HUT-TCS-A63 in HUT-TCS Research Reports, pages 131–140. Laboratory for Theoretical Computer Science, Helsinki University of Technology, Espoo, Finland, October 2000.
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684Marko Mäkelä. Modular reachability analyser. In Nisse Husberg, Tomi Janhunen, and Ilkka Niemelä, editors, Leksa Notes in Computer Science: Festschrift in Honour of Professor Leo Ojala, pages 75–85. Helsinki University of Technology, October 2000.
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683Marko Mäkelä. Applying compiler techniques to reachability analysis of high-level models. In Hans-Dieter Burkhard, Ludwik Czaja, Andrzej Skowron, and Peter Starke, editors, Workshop on Concurrency, Specification & Programming 2000, number 140 in Informatik-Bericht, pages 129–142. Humboldt-Universität zu Berlin, Germany, October 2000.
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682Silja Mäki, Tuomas Aura, and Maarit Hietalahti. Robust membership management for ad-hoc groups. In Proc. 5th Nordic Workshop on Secure IT Systems (NORDSEC 2000), Reykjavik, Iceland, October 2000.
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681Tomi Janhunen. Specifying agent-based systems with nets and logic programs. In Nisse Husberg, Tomi Janhunen, and Ilkka Niemelä, editors, Leksa Notes in Computer Science: Festschrift in Honour of Professor Leo Ojala, pages 33–46, Espoo, October 2000. Helsinki University of Technology, Laboratory for Theoretical Computer Science, Research Reports HUT-TCS-A63.
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See www.tcs.hut.fi ...
680Jaakko Hollmén and Volker Tresp. Hidden Markov model for metric and event-based data. In Proceedings of EUSIPCO 2000 — X European Signal Processing Conference, volume II, pages 737–740, September 2000.
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679Jaakko Hollmén, Volker Tresp, and Olli Simula. Learning vector quantization algorithm for probabilistic models. In Proceedings of EUSIPCO 2000 — X European Signal Processing Conference, volume II, pages 721–724, September 2000.
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678Sami Brandt, Jorma Laaksonen, and Erkki Oja. Statistical shape features in content-based image retrieval. In Proceedings of 15th International Conference on Pattern Recognition, volume 2, pages 1066–1069, Barcelona, Spain, September 2000.
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677Mikko Kurimo. Indexing spoken audio by LSA and SOMs. In European Signal Processing Conference (EUSIPCO), volume IV, pages 2177–2180, Tampere, Finland, September 2000.
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676Tomi Janhunen. Capturing stationary and regular extensions with Reiter's extensions. In Manuel Ojeda-Aciego et al., editors, Logics in Artificial Intelligence, European Workshop, JELIA 2000, pages 102–117, Málaga, Spain, September/October 2000. Springer-Verlag. LNAI 1919.
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675Marko Mäkelä. Maria: Modular reachability analyzer for high-level Petri nets. In The 5th Workshop on Discrete Event Systems (WODES 2000), pages 477–478, Ghent, Belgium, August 2000. Kluwer Academic Publishers, Boston, MA, USA.
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674Kimmo Varpaaniemi. Stable models for stubborn sets. Fundamenta Informaticae (Annales Societatis Mathematicae Polonae, Series IV), 43(1–4):355–375, August 2000. IOS Press, Amsterdam, The Netherlands.
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673Timo Soininen, Ilkka Niemelä, Juha Tiihonen, and Reijo Sulonen. Unified configuration knowledge representation using weight constraint rules. In Workshop Notes of the ECAI'2000 Configuration Workshop, pages 79–84, Berlin, Germany, August 2000.
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672Markus Koskela, Jorma Laaksonen, Sami Laakso, and Erkki Oja. Content-based image indexing and retrieval: The PicSOM system. In The 9th Finnish Artificial Intelligence Conference (STeP 2000). 'AI of Tomorrow': Symposium on Theory, pages 219–226, Espoo, Finland, August 2000.
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671Keijo Heljanko. Model checking with finite complete prefixes is PSPACE-complete. In Catuscia Palamidessi, editor, Proceedings of the 11th International Conference on Concurrency Theory (Concur'2000), volume 1877 of Lecture Notes in Computer Science, pages 108–122, State College, Pennsylvania, USA, August 2000. Springer-Verlag.
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670Kimmo Varpaaniemi. Stable models for stubborn sets. Fundamenta Informaticae (Annales Societatis Mathematicae Polonae, Series IV), 43(1–4):355–375, August 2000. IOS Press, Amsterdam, The Netherlands.
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669Marko Mäkelä. Maria: Modular reachability analyzer for high-level Petri nets. In The 5th Workshop on Discrete Event Systems (WODES 2000), pages 477–478, Ghent, Belgium, August 2000. Kluwer Academic Publishers, Boston, MA, USA.
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668Tommi Syrjänen. Optimizing configurations. In Proceedings of the ECAI Workshop W02 on Configuration, pages 85 – 90, Berlin, Germany, August 2000.
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667Jaakko Hollmén, Michał Skubacz, and Michiaki Taniguchi. Input-dependent misclassification costs for cost-sensitive classification. In N. Ebecken and C.A. Brebbia, editors, DATA MINING II — Proceedings of the Second International Conference on Data Mining 2000, pages 495–503. WIT Press, July 2000.
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666Javier Esparza and Keijo Heljanko. A new unfolding approach to LTL model checking. In Ugo Montanari, José D. P. Rolim, and Emo Welzl, editors, Proceedings of 27th International Colloquium on Automata, Languages and Programming (ICALP'2000), volume 1853 of Lecture Notes in Computer Science, pages 475–486, Geneva, Switzerland, July 2000. Springer-Verlag.
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665H. Toivonen, P. Onkamo, K. Vasko, V. Ollikainen, P. Sevon, Heikki Mannila, M. Herr, and J. Kere. Data mining applied to linkage disequilibrium mapping. American Journal of Human Genetics, 67(1):133 – 145, July 2000.
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664Tommi A. Junttila and Ilkka Niemelä. Towards an efficient tableau method for Boolean circuit satisfiability checking. In John Lloyd, Veronica Dahl, Ulrich Furbach, Manfred Kerber, Kung-Kiu Lau, Catuscia Palamidessi, Luís Moniz Pereira, Yehoshua Sagiv, and Peter J. Stuckey, editors, Computational Logic – CL 2000; First International Conference, volume 1861 of Lecture Notes in Artificial Intelligence, pages 553–567, London, UK, July 2000. Springer, Berlin.
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663Tommi Syrjänen. Including diagnostic information in configuration models. In Proceedings of the First International Conference on Computational Logic, London, UK, July 2000. Springer-Verlag.
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662Tomi Janhunen. Comparing the expressive powers of some syntactically restricted classes of logic programs. In John Lloyd et al., editors, Computational Logic, First International Conference, pages 852–866, London, UK, July 2000. Springer-Verlag. LNAI 1861.
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661Kari J. Nurmela and Patric R. J. Östergård. Covering a square with up to 30 equal circles. Research Report A62, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, June 2000.
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660Marko Mäkelä. Condensed storage of multi-set sequences. In Kurt Jensen, editor, Practical Use of High-Level Petri Nets, number 547 in DAIMI report PB, pages 111–125. University of Århus, Denmark, June 2000.
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659Marko Mäkelä. Maria: Modular reachability analyser for high-level Petri nets. In Kjeld Mortensen, editor, Petri Nets 2000: Tool Demonstrations, pages 59–63, Århus, Denmark, June 2000. University of Århus.
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658Mikko Kurimo. Fast latent semantic indexing of spoken documents by using self-organizing maps. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), volume IV, pages 2425–2428, Istanbul, Turkey, June 2000.
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657Marko Mäkelä. Condensed storage of multi-set sequences. In Kurt Jensen, editor, Practical Use of High-Level Petri Nets, number 547 in DAIMI report PB, pages 111–125. University of Århus, Denmark, June 2000.
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656Marko Mäkelä. Maria: Modular reachability analyser for high-level Petri nets. In Kjeld Mortensen, editor, Petri Nets 2000: Tool Demonstrations, pages 59–63, Århus, Denmark, June 2000. University of Århus.
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655Markus Koskela, Jorma Laaksonen, Sami Laakso, and Erkki Oja. The PicSOM retrieval system: Description and evaluations. In John P. Eakins and Peter G. B. Enser, editors, Proceedings of Challenge of Image Retrieval 2000, Brighton, UK, May 2000.
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654Patrik Simons. Extending and implementing the stable model semantics. Research Report A58, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, April 2000. Doctoral dissertation.
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653Tommi Junttila. Computational complexity of the place/transition-net symmetry reduction method. Research Report A59, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, April 2000.
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652Javier Esparza and Keijo Heljanko. A new unfolding approach to LTL model checking. Research Report A60, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, April 2000.
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651Tuomas Aura and Carl Ellison. Privacy and accountability in certificate systems. Research Report A61, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, April 2000.
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650Maarit Hietalahti, Fabio Massacci, and Ilkka Niemelä. DES: a challenge problem for nonmonotonic reasoning systems. In Proceedings of the 8th International Workshop on Non-Monotonic Reasoning (cs.AI/0003073), Breckenridge, Colorado, USA, April 2000. cs.AI/0003039.
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649Ilkka Niemelä, Patrik Simons, and Tommi Syrjänen. Smodels: a system for answer set programming. In Proceedings of the 8th International Workshop on Non-Monotonic Reasoning (cs.AI/0003073), Breckenridge, Colorado, USA, April 2000. cs.AI/0003033.
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648John A. Lee, Amaury Lendasse, N. Donckers, and Michel Verleysen. A robust non-linear projection method. In M. Verleysen, editor, ESANN'2000, European Symposium on Artificial Neural Networks, Bruges (Belgique), pages 13–20, April 2000.
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647Amaury Lendasse, John A. Lee, Vincent Wertz, and Michel Verleysen. Time series forecasting using CCA and kohonen maps - application to electricity consumption. In M. Verleysen, editor, ESANN'2000, European Symposium on Artificial Neural Networks, Bruges (Belgique), pages 329–334, April 2000.
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646Tomi Janhunen, Ilkka Niemelä, Patrik Simons, and Jia-Huai You. Unfolding partiality and disjunctions in stable model semantics. In Anthony Cohn, Fausto Giunchiglia, and Bart Selman, editors, Principles of Knowledge Representation and Reasoning: Proceedings of the 7th International Conference, pages 411–419, Breckenridge, Colorado, April 2000. Morgan Kaufmann.
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645Antti Honkela, Harri Valpola, and Xavier Giannakopoulos. Nonlinear factor analysis Matlab package, 2000.
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644Harri Lappalainen and Antti Honkela. Bayesian nonlinear independent component analysis by multi-layer perceptrons. In M. Girolami, editor, Advances in Independent Component Analysis, pages 93–121. Springer-Verlag, Berlin, 2000.
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643Harri Valpola, Xavier Giannakopoulos, Antti Honkela, and Juha Karhunen. Nonlinear independent component analysis using ensemble learning: Experiments and discussion. In Proc. Int. Workshop on Independent Component Analysis and Blind Signal Separation (ICA2000), pages 351–356, Helsinki, Finland, 2000.
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642Harri Haanpää. Computational Methods for Ramsey Numbers. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2000.
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641Marko Mäkelä. A Reachability Analyzer for Algebraic System Nets. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2000.
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640Mika Jalkanen. Sales statistics process - formal specification and implementation. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2000.
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639Teijo Kuoppala. Junan tiedonsiirtoverkkoon kuuluvien reaaliaikaprotokollien mallintaminen ja analysointi verkkoteoreettisin menetelmin. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2000.
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638Timo Latvala. Model checking linear temporal logic properties of Petri nets with fairness constraints. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 2000.
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637Heikki Tauriainen. Automated testing of Büchi automata translators for linear temporal logic. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 2000.
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636Tuomas Aura and Johan Lilius. A causal semantics for time petri nets. Theoretical Computer Science, 243(1–2):409–447, 2000.
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635Alexander Davydov and Patric R.J. Östergård. New quaternary linear codes with covering radius 2. Finite Fields and Their Applications, 6(2):164–174, 2000.
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634Alexander Davydov and Patric R.J. Östergård. On saturating sets in small projective geometries. European Journal of Combinatorics, 21(5):563–570, 2000.
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633T. Aaron Gulliver and Patric R.J. Östergård. New binary linear codes. Ars Combinatoria, 56(1):105–112, 2000.
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632Filip Karlemo and Patric R.J. Östergård. On sliding block puzzles. Journal of Combinatorial Mathematics and Combinatorial Computing, 34(1):97–107, 2000.
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631Kari J. Nurmela. Conjecturally optimal coverings of an equilateral triangle with up to 36 equal circles. Experimental Mathematics, 9(1):241–250, 2000.
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630Patric R.J. Östergård. Classification of binary/ternary one-error correcting codes. Discrete Mathematics, 223(1–3):253–262, 2000.
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629Patric R.J. Östergård. Enumeration of designs. The Australasian Journal of Combinatorics, 22(1):227–231, 2000.
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628Patric R.J. Östergård. Computer search for small complete caps. Journal of Geometry, 69(1–2):172–179, 2000.
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627Patric R.J. Östergård and William D. Weakley. Classification of binary covering codes. Journal of Combinatorial Designs, 8(6):391–401, 2000.
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626Nisse Husberg. 30 years: From digital filters to high level petri nets. In Nisse Husberg, Tomi Janhunen, and Ilkka Niemelä, editors, Leksa Notes in Computer Science, Festschrift in Honour of Professor Leo Ojala, pages 21–31. Helsinki University of Technology, 2000.
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625Tuomas Aura Matt Bishop and Dean Sniegowski. Analyzing single-server network inhibition. In Proceedings of the 2000 IEEE Computer Security Foundations Workshop, pages 108–117. IEEE Computer Society Press, Los Alamitos CA, USA, 2000.
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624John R. Hughes, Tuomas Aura, and Matt Bishop. Using conservation of flow as a security mechanism in network protocols. In Proceedings of the 2000 IEEE Symposium on Security and Privacy, pages 132–141. IEEE Computer Society Press, Los Alamitos CA, USA, 2000.
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623Jussipekka Leiwo, Pekka Nikander, and Tuomas Aura. Towards network denial of service resistant protocols. In S. Qing and J.H.P. Eloff, editors, Information Security for Global Information Infrastructures, volume 175 of IFIP Series. Kluwer Academic Publishers, Boston MA, USA, 2000.
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622Marko Mäkelä, Kimmo Varpaaniemi, and Timo Latvala. Maria: The modular reachability analyzer. on the World Wide Web, 2000. computer program.
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621Lasse Anderson, Johannes Helander, Keijo Heljanko, Tomi Janhunen, Robert Jürgens, Ismo Kangas, Kari J. Nurmela, Kenneth Oksanen, Olavi Pesonen, Marko Rauhamaa, James Reilly, Heikki Suonsivu, Kimmo Valkealahti, Kimmo Varpaaniemi, and Pauli Väisänen. PROD 3.3.08 — an advanced tool for efficient reachability analysis. Laboratory for Theoretical Computer Science, Helsinki University of Technology, Espoo, Finland, 2000. Software.
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620Harri Haanpää. A lower bound for a Ramsey number. Congressus Numerantium, 144:189–191, 2000.
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619Ilkka Niemelä and Patrik Simons. Extending the Smodels system with cardinality and weight constraints. In Jack Minker, editor, Logic-Based Artificial Intelligence, chapter 21, pages 491–521. Kluwer Academic Publishers, 2000.
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618Ilkka Niemelä. Stable model semantics: From theory to implementations and applications. Lecture notes for a tutorial given at the First International Conference on Computational Logic, Imperial College, London, UK, July 24–28, 2000. 72 pages., 2000.
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617Ilkka Niemelä and Mirosław Truszczyński. Practical tools for knowledge representation and nonmonotonic reasoning. Lecture notes for a tutorial given at the 17th National Conference on Artificial Intelligence, Austin, Texas, July 30–August 3, 2000. 166 pages. Available at http://www.tcs.hut.fi/ ini/, 2000.
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616Timo Soininen, Ilkka Niemelä, Juha Tiihonen, and Reijo Sulonen. Unified configuration knowledge representation using weight constraint rules. Technical Report TKO-B149, Helsinki University of Technology, Laboratory of Information Processing Science, Helsinki, Finland, 2000.
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615Keijo Heljanko and Ilkka Niemelä. Petri net analysis and nonmonotonic reasoning. In Nisse Husberg, Tomi Janhunen, and Ilkka Niemelä, editors, Leksa Notes in Computer Science, Festschrift in Honour of Professor Leo Ojala, pages 7–19. Helsinki University of Technology, Laboratory for Theoretical Computer Science, 2000.
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614Lasse Anderson, Johannes Helander, Keijo Heljanko, Tomi Janhunen, Robert Jürgens, Ismo Kangas, Kari J. Nurmela, Kenneth Oksanen, Olavi Pesonen, Marko Rauhamaa, James Reilly, Heikki Suonsivu, Kimmo Valkealahti, Kimmo Varpaaniemi, and Pauli Väisänen. PROD 3.3.08 — an advanced tool for efficient reachability analysis. Laboratory for Theoretical Computer Science, Helsinki University of Technology, Espoo, Finland, 2000. Software.
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613G. Gomez and Amaury Lendasse. Statistical fault isolation with PCA. In IFAC, Safeprocess', 2000.
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612Heikki Mannila. Theoretical frameworks for data mining. SIGKDD Explorations, 1(2):30–32, January 2000.
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611T. Laitinen, V. Ollikainen, C. Lazaro, P. Kauppi, R de Cid, J.M. Anto, X. Estivill, H. Lokki, Heikki Mannila, L.A. Laitinen, and J. Kere. Association study of the chromosomal region containing the FCER2 gene suggests it has a regulatory role in atopic disorders. American Journal on Respiratory and Critical Care Medicine, 161:700–706, 2000.
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610Heikki Mannila and C. Meek. Global partial orders from sequential data. In Sixth Annual Conference on Knowledge Discovery and Data Mining (KDD-2000), pages 161–168, 2000.
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609G. Das and Heikki Mannila. Context-based similarity methods for categorical attributes. In Principles of Data Mining and Knowledge Discovery, 4th European Conference (PKDD), pages 201–211, 2000.
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608P. Kauppi, T. Laitinen, V. Ollikainen, Heikki Mannila, L.A. Laitinen, and J. Kere. The ILR9 region contribution in asthma is supported by genetic association in an isolated population. European Journal of Human Genetics, 8:788–792, 2000.
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607Marko Mäkelä, Kimmo Varpaaniemi, and Timo Latvala. Maria: The modular reachability analyzer. on the World Wide Web, 2000. computer program.
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606Sami S. Brandt, Jorma Laaksonen, and Erkki Oja. Statistical shape features in content-based image retrieval. In ICPR, pages 6062–6066, 2000.
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605Aapo Hyvärinen and Erkki Oja. Independent component analysis: algorithms and applications. Neural Networks, 13(4-5):411–430, 2000.
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604Markus Koskela, Jorma Laaksonen, Sami Laakso, and Erkki Oja. Evaluating the performance of content-based image retrieval systems. In VISUAL, pages 430–441, 2000.
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603Jorma Laaksonen, Markus Koskela, Sami Laakso, and Erkki Oja. Picsom - content-based image retrieval with self-organizing maps. Pattern Recognition Letters, 21(13-14):1199–1207, 2000.
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602Ricardo Vigário and Erkki Oja. Independence: a new criterion for the analysis of the electromagnetic fields in the global brain?. Neural Networks, 13(8-9):891–907, 2000.
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601Vuokko Vuori, Jorma Laaksonen, Erkki Oja, and Jari Kangas. Controlling on-line adaptation of a prototype-based classifier for handwritten characters. In ICPR, pages 2331–2334, 2000.
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600A. K. Barros, R. Vigário, V. Jousmäki, and N. Ohnishi. Extraction of periodic signals from multi-channel bioelectrical measurements. IEEE Trans. Biomed. Eng., 47(5):583–588, 2000.
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599R. Vigário and E. Oja. Independence: a new criterion for the analysis of the electromagnetic fields in the global brain. Neural Networks, 13(8-9):891–908, 2000.
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598R. Vigário, J. Särelä, M. Hämäläinen, and E. Oja. Independent component approach to the analysis of EEG and MEG recordings. IEEE Trans. Biomed. Eng., 47:589–593, 2000.
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597R. Vigário, J. Särelä, and E. Oja. Searching for independence in electromagnetic brain waves. In Advances in Independent Component Analysis, pages 183–199. Springer, 2000.
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596K. Uutela and R. Vigário. ICA comparison of blind separation of evoked responses. In Book of Abstracts, 12th International Conference on Biomagnetism, page 198, Espoo, Finland, 2000.
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595R. Vigário. Incorporation of dipole models in ICA decomposition of evoked responses. In Book of Abstracts, 12th International Conference on Biomagnetism, page 199, Espoo, Finland, 2000.
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594Samuel Kaski, Jarkko Venna, and Teuvo Kohonen. Coloring that reveals cluster structures in multivariate data. Australian Journal of Intelligent Information Processing Systems, 6:82–88, 2000.
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593Samuel Kaski. Kohti uutta luovan ajattelun opettamista. In Irene Hein and Riikka Lauhia, editors, protect, Dokumentoitua opetuksen kehitt?ist? Teknillisess?korkeakoulussa 1999-2000, pages 9–14. Teknillinen korkeakoulu, Opetuksen ja opiskelun tuen julkaisuja 3/2000, Helsinki, Finland, 2000.
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592Samuel Kaski, Janne Nikkilä, and Teuvo Kohonen. Methods for exploratory cluster analysis. In Proceedings of SSGRR 2000, International Conference on Advances in Infrastructure for Electronic Business, Science, and Education on the Internet, L'Aquila, July 31–August 6. Scuola Superiore G. Reiss Romoli, 2000. (Proceedings on CD-ROM, ISBN 88-85280-52-8).
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591Samuel Kaski and Janne Sinkkonen. Metrics that learn relevance. In Proceedings of IJCNN-2000, International Joint Conference on Neural Networks, volume V, pages 547–552, Piscataway, NJ, 2000. IEEE Service Center.
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590Teuvo Kohonen, Samuel Kaski, Krista Lagus, Jarkko Salojärvi, Jukka Honkela, Vesa Paatero, and Antti Saarela. Self organization of a massive document collection. IEEE Transactions on Neural Networks, 11:574–585, 2000.
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589Ville Ollikainen, Christer Bäckström, and Samuel Kaski. Automatic content-based sequential ordering of newspaper articles for electronic books. In Dimitris Tsaptsinos, editor, Engineering Problems, Neural Network Solutions; Proceedings of EANN-2000, International Conference on Engineering Applications of Neural Networks, pages 183–190, Kingston Upon Thames, England, 2000. Neural Network Centre, Kingston University.
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588Janne Sinkkonen and Samuel Kaski. Clustering by similarity in an auxiliary space. In Kwong Sak Leung, Lai-Wan Chan, and Helen Meng, editors, Proceedings of IDEAL 2000, Second International Conference on Intelligent Data Engineering and Automated Learning, pages 3–8, Berlin, 2000. Springer.
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587Timo Honkela. Hybrid Neural Systems, chapter Self-Organizing Maps in Symbol Processing, pages 348–362. Springer, 2000.
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586Timo Honkela. Adaptive and holistic knowledge representations using self-organizing maps. In Z. Shi, B. Faltings, and M. Musen, editors, Proceedings of IIP'2000, International Conference on Intelligent Information Processing, pages 81–86. IFIP, 2000.
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585Timo Honkela, Ilpo Koskinen, Timo Koskenniemi, and Sakari Karvonen. Information Organization and Databases: Foundations of Data Organization, chapter Kohonen's Self-Organizing Map in Contextual Analysis of Data, pages 135–148. Kluwer, 2000.
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584Timo Honkela, Teemu Leinonen, Kirsti Lonka, and Antti Raike. Self-organizing maps and constructive learning. In Proceedings of ICEUT'2000, International Conference on Educational Uses of Communication and Information Technologies, pages 339–343. IFIP, 2000.
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583Timo Latvala and Keijo Heljanko. Coping with strong fairness. Fundamenta Informaticae, 43(1–4):175–193, 2000.
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582Linfeng Yang, Jouni Karvo, Teemu Tynjälä, and Hannu Kari. Threshold-Based Registration (TBR) in Mobile IPv6. In IFIP-TC/6 European Commission NETWORKING 2000 International Workshop MWCN 2000, 2000.
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581Leo Ojala, Nisse Husberg, and Teemu Tynjälä. Modelling and Analysing a Distributed Dynamic Channel Allocation Algorithm for Mobile Computing Using High-Level Net Methods. In Workshop on Practical Use of High-Level Petri Nets (ICATPN'2000), 2000.
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580Nisse Husberg, Teemu Tynjälä, and Kimmo Varpaaniemi. Modelling and Analysing the SDL Description of the ISDN-DSS1 Protocol. In 21st International Conference on Applications and Theory of Petri Nets, 2000.
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579Teijo Kuoppala, Nisse Husberg, and Teemu Tynjälä. Modelling and Analysis of TCN Standard Message Transport Protocol by Net-Theoretical Methods. In World Multiconference on Systemics, Cybernetics and Informatics SCI 2000, volume 8, 2000.
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578Leo Ojala, Nisse Husberg, and Teemu Tynjälä. Modelling a Distributed Wireless Channel Allocation Algorithm for Cellular Systems with Mobile Base Stations Using Predicate/Transition Nets. In World Multiconference on Systemics, Cybernetics and Informatics SCI 2000, volume 8, 2000.
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1999

577Tommi Syrjänen. A rule-based formal model for software configuration. Research Report A55, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, December 1999.
NOTE: Reprint of Master's thesis; see URL below.
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576Keijo Heljanko. Deadlock and reachability checking with finite complete prefixes. Research Report A56, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, December 1999.
NOTE: Reprint of Licentiate's thesis; see URL below.
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575Tommi Junttila. Detecting and exploiting data type symmetries of algebraic system nets during reachability analysis. Research Report A57, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, Espoo, Finland, December 1999.
NOTE: Reprint of Licentiate's thesis; see URL below.
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574Ilkka Niemelä, Patrik Simons, and Timo Soininen. Stable model semantics of weight constraint rules. In Proceedings of the 5th International Conference on Logic Programming and Nonmonotonic Reasoning, pages 317–331, El Paso, Texas, USA, December 1999. Springer-Verlag.
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573Jaakko Hollmén. Probabilistic Approaches to Fraud Detection. Licentiate's thesis, Helsinki University of Technology, December 1999.
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572Krista Lagus, Timo Honkela, Samuel Kaski, and Teuvo Kohonen. WEBSOM for textual data mining. Artificial Intelligence Review, 13(5/6):345–364, December 1999.
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571M. Klemettinen, H. Mannila, and H. Toivonen. Rule discovery in telecommunication alarm data. Journal of Network and Systems Management, 7(4):395–423, December 1999.
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570Krista Lagus, Timo Honkela, Samuel Kaski, and Teuvo Kohonen. WEBSOM for textual data mining. Artificial Intelligence Review, 13(5/6):345–364, December 1999.
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569Tomi Janhunen. Classifying semi-normal default logic on the basis of its expressive power. In Michael Gelfond, Nicola Leone, and Gerald Pfeifer, editors, Proceedings of the 5th International Conference on Logic Programming and Non-Monotonic Reasoning, LPNMR'99, pages 19–33, El Paso, Texas, December 1999. Springer-Verlag. LNAI 1730.
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568Timo Soininen, Esther Gelle, and Ilkka Niemelä. A fixpoint definition of dynamic constraint satisfaction. In Joxan Jaffar, editor, Proceedings of the Fifth International Conference on Principles and Practice of Constraint Programming, pages 419–433, Alexandria, Virginia, USA, October 1999. Springer-Verlag.
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567Jorma Laaksonen, Markus Koskela, and Erkki Oja. Application of tree structured self-organizing maps in content-based image retrieval. In Ninth International Conference on Artificial Neural Networks (ICANN99), pages 174–179, Edinburgh, UK, September 1999.
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566Keijo Heljanko. Minimizing finite complete prefixes. In H.-D. Burkhard, L. Czaja, H.-S. Nguyen, and P. Starke, editors, Proceedings of the Workshop Concurrency, Specification & Programming 1999, pages 83–95, Warsaw, Poland, September 1999. Warsaw University.
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565Timo Latvala and Keijo Heljanko. Coping with strong fairness – on-the-fly emptiness checking for streett automata. In H.-D. Burkhard, L. Czaja, H-S. Nguyen, and P. Starke, editors, Concurrency, Specification & Programming Workshop, pages 107–118, Warsaw, Poland, September 1999. Institute of Informatics, Warsaw University.
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564Antti Huima. Analysis of cryptographic protocols via symbolic state space enumeration. Research Report A54, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, August 1999.
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563Harriet Beaver and Ilkka Niemelä. Finding MAPs for belief networks using rule-based constraint programming. In Arpakannus 1/99 - Special Issue on Networks'99, Espoo, Finland, Aug 1999. Finnish Articial Intelligence Society.
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562Ilkka Niemelä. On the complexity of dynamic constraint satisfaction. In Proceedings of the FLoC Workshop on Complexity-Theoretic and Recursion-Theoretic Methods in Databases, Artificial Intelligence and Finite Model Theory, pages 38–47, Trento, Italy, July 1999.
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561Jorma Laaksonen, Markus Koskela, and Erkki Oja. PicSOM: Self-organizing maps for content-based image retrieval. In 1999 International Joint Conference on Neural Networks (IJCNN'99), pages 2470–2473, Washington, DC, July 1999.
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560Jorma Laaksonen, Markus Koskela, and Erkki Oja. Content-based image retrieval using self-organizing maps. In Third International Conference on Visual Information Systems (VISual'99), pages 541–548, Amsterdam, The Netherlands, June 1999. Springer-Verlag.
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559Michel Verleysen, Eric de Bodt, and Amaury Lendasse. Forecasting financial time series through intrinsic dimension estimation and non-linear data projection. In J. Sanchez-Andres J. Mira, editor, IWANN99, International Work-conference on Artificial and Natural Neural networks, Alicante (Spain). Published in Engineering Applications of Bio-Inspired Artificial Neural Networks, volume 1607–2 of Lecture Notes in Computer Science, pages 596–605. Springer-Verlag, June 1999.
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558Antti Huima. Analysis of cryptographic protocols via symbolic state space enumeration. Master's thesis, Helsinki University of Technology, May 1999. [This thesis was nominated the best Master's Thesis on the area of Computer Science by The Finnish Society for Computer Science in 1999.]
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557N. Donckers, Amaury Lendasse, Vincent Wertz, and Michel Verleysen. Extraction of intrinsic dimension using CCA - application to blind sources separation. In ESANN'99, European Symposium on Artificial Neural Networks, Bruges (Belgique), pages 339–344, April 1999.
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556Mikko Kurimo and Chafic Mokbel. Latent semantic indexing by self-organizing map. In ESCA ETRW workshop on Accessing Information in Spoken Audio, pages 25–30, Cambridge, UK, April 1999.
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555Amaury Lendasse. Comparison between NAR and NARMA models for time-series prediction: Choice of a non-linear regressor vector. In 18th Benelux Meeting on Systems and Control, Conference Center "Hengelhoef", Houthalen, Belgium, March 3-5 1999.
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554Tommi A. Junttila. Finding symmetries of algebraic system nets. Fundamenta Informaticae, 37(3):269–289, February 1999.
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553Tommi Junttila. Detecting and Exploiting Data Type Symmetries of Algebraic System Nets during Reachability Analysis. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 1999.
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552Keijo Heljanko. Deadlock and Reachability Checking with Finite Complete Prefixes. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 1999.
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551Antti Huima. Analysis of cryptographic protocols via symbolic state space enumeration. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 1999.
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See www.tcs.hut.fi ...
550Ismo Kangas. Luotettava tiedonsiirto matkaviestimen ja pakettikytkentäisen digitaalisen GSM-matkapuhelinverkon välillä. Master's thesis, Helsinki University of Technology, Department of Electrical and Commucations Engineering, 1999.
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549Janne Palonen. Controlling and monitoring a distributed ISP environment. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 1999.
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548Tommi Syrjänen. A rule-based formal model for software configuration. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Laboratory for Theoretical Computer Science, 1999.
Info
See www.tcs.hut.fi ...
547Kimmo Varpaaniemi. Stable models for stubborn sets. In Hans-Dieter Burkhard, Ludwik Czaja, Hung Son Nguyen, and Peter H. Starke, editors, Concurrency, Specification and Programming: Proceedings of the CS&P'99 Workshop, Warsaw, Poland, 28–30 September 1999, pages 263–274. Zakład Graficzny UW, zam. 482/99, Warsaw, Poland, 1999.
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546Timo Soininen and Ilkka Niemelä. Developing a declarative rule language for applications in product configuration. In Proceedings of the First International Workshop on Practical Aspects of Declarative Languages, pages 305–319, San Antonio, Texas, January 1999. Springer-Verlag.
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545Ilkka Niemelä. Logic programming with stable model semantics as a constraint programming paradigm. Annals of Mathematics and Artificial Intelligence, 25(3,4):241–273, 1999.
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544Ilkka Niemelä. Automating default reasoning. Lecture notes for a course given at the 11th European Summer School in Logic, Language and Information, Utrecht University, Aug 16–20, 1999. 25 pages., 1999.
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543Esa Alhoniemi, Jaakko Hollmén, Olli Simula, and Juha Vesanto. Process monitoring and modeling using the self-organizing map. Integrated Computer Aided Engineering, 6(1):3–14, 1999.
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542Jaakko Hollmén and Volker Tresp. Call-based fraud detection in mobile communications networks using a hierarchical regime-switching model. In M. Kearns, S. Solla, and D.A. Cohn, editors, Advances in Neural Information Processing Systems 11: Proceedings of the 1998 Conference (NIPS'11), pages 889–895. MIT Press, 1999.
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541Jaakko Hollmén, Volker Tresp, and Olli Simula. A self-organizing map algorithm for clustering probabilistic models. In Proceedings of the Ninth International Conference on Artificial Neural Networks (ICANN'99), volume 2, pages 946–951. IEE, 1999.
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540Olli Simula, Juha Vesanto, Esa Alhoniemi, and Jaakko Hollmén. Analysis and modeling of complex systems using the self-organizing map. In N. Kasabov and R. Kozma, editors, Neuro-Fuzzy Techniques for Intelligent Information Systems, pages 3–22. Physica Verlag (Springer Verlag), 1999.
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539Erkki Oja, Jorma Laaksonen, Markus Koskela, and Sami Brandt. Self-organizing maps for content-based image retrieval. In Erkki Oja and Samuel Kaski, editors, Kohonen Maps, pages 349–362. Elsevier, 1999.
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538Keijo Heljanko and Patrik Simons. mcsmodels 1.4: a deadlock and reachability checker using net unfoldings. Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo, Finland, 1999. Software.
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537Keijo Heljanko. Using logic programs with stable model semantics to solve deadlock and reachability problems for 1-safe Petri nets. Fundamenta Informaticae, 37(3):247–268, 1999.
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536Keijo Heljanko. Using logic programs with stable model semantics to solve deadlock and reachability problems for 1-safe Petri nets. In Rance Cleaveland, editor, Proceedings of 5th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS'99), volume 1579 of Lecture Notes in Computer Science, pages 240–254, Amsterdam, Netherlands, 1999. Springer-Verlag.
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535Kimmo Raivio. Receiver Structures Based on Self-Organizing Maps. Doctoral dissertation, Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No. 96, Helsinki University of Technology, 1999.
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534Krista Lagus and Samuel Kaski. Keyword selection method for characterizing text document maps. In Proceedings of ICANN99, Ninth International Conference on Artificial Neural Networks, volume 1, pages 371–376. IEE, London, 1999.
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533Kimmo Varpaaniemi. Stable models for stubborn sets. In Hans-Dieter Burkhard, Ludwik Czaja, Hung Son Nguyen, and Peter H. Starke, editors, Concurrency, Specification and Programming: Proceedings of the CS&P'99 Workshop, Warsaw, Poland, 28–30 September 1999, pages 263–274. Zakład Graficzny UW, zam. 482/99, Warsaw, Poland, 1999.
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532M. Klemettinen, H. Mannila, and H. Toivonen. Exploration of interesting findings in tasa. Information and Software Technology, 41(9):557–567, 1999.
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531I. Hovatta, T. Varilo, J. Suvisaari, J.D. Terwilliger, V. Ollikainen, R. Arajärvi, H. Juvonen, M.-L. Kokko-Sahin, L. Väisänen, Heikki Mannila, J. Lönnqvist, and L. Peltonen. A genomewide screen for schizophrenia genes in an isolated finnish subpopulation, suggesting multiple susceptibility loci. American Journal of Human Genetics, 65, 1999.
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530M. Klemettinen, Heikki Mannila, and A. I. Verkamo. Association rule selection in a data mining environment. In Proceedings of the Third European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'99), pages 372–377, 1999.
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529Heikki Mannila and P. Moen. Similarity between event types in sequences. In Data Warehousing and Knowledge Discovery (DaWaK), pages 271–280, 1999.
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528J.-F. Boulicaut, M. Klemettinen, and Heikki Mannila. Modeling kdd processes within the inductive database framework. In Data Warehousing and Knowledge Discovery (DaWaK), pages 293–302, 1999.
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527Heikki Mannila, D. Pavlov, , and P. Smyth. Prediction with local patterns using cross-entropy. In Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 1999), pages 357–361, 1999.
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526R. Khardon, Heikki Mannila, and D. Roth. Reasoning with examples: propositional formulae and database dependencies. Acta Informatica, 36(4):267–286, 1999.
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525Y. Aumann, R. Feldman, O. Liphstat, and Heikki Mannila. Borders: An efficient algorithm for association generation in dynamic databases. Journal of Intelligent Information Systems, 12(1):61–73, 1999.
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524H.G. Gyllenberg, M. Gyllenberg, T. Koski, T. Lund, Heikki Mannila, and C. Meek. Singling out ill-fit items in a classification. application to the taxonomy of Enterobacteriaceae. Archives of Control Sciences, 9:97–105, 1999.
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523H. Toivonen, K. Vasko, Heikki MannilA, A. Korhola, and H. Olander. Bayesian modeling in paleoenvironmental reconstruction. In ACAI Workshop on Intelligent Techniques for Spatio-Temporal Data Analysis in Environmental Applications, pages 76–85, 1999.
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522A. Korhola, J. Weckström, H. Seppä, H.J.B. Birks, S.M. Peglar, H. Toivonen, K. Vasko, and Heikki Mannila. Quantitative holocene records from sedimentary remains of aquatic organisms and pollen in northern fennoscandia. Terra Nostra, 10:49–53, 1999.
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521Mikko Kurimo. Indexing audio documents by using latent semantic analysis and som. In Erkki Oja and Samuel Kaski, editors, Kohonen Maps, pages 363–374. Elsevier, 1999.
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520Xavier Giannakopoulos, Juha Karhunen, and Erkki Oja. An experimental comparison of neural algorithms for independent component analysis and blind separation. Int. J. Neural Syst., 9(2):99–114, 1999.
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519Jorma Laaksonen, Matti Aksela, Erkki Oja, and Jari Kangas. Dynamically expanding context as committee adaptation method in on-line recognition of handwritten latin characters. In ICDAR, pages 796–799, 1999.
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518Jorma Laaksonen, Markus Koskela, and Erkki Oja. Content-based image retrieval using self-organizing maps. In VISUAL, pages 541–548, 1999.
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517Erkki Oja, Aapo Hyvärinen, and Patrik O. Hoyer. Image feature extraction and denoising by sparse coding. Pattern Anal. Appl., 2(2):104–110, 1999.
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516Ricardo Vigário and Erkki Oja. Independent component analysis of human brain waves. In IWANN (2), pages 238–247, 1999.
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515Vuokko Vuori, Jorma Laaksonen, Erkki Oja, and Jari Kangas. On-line adaptation in recognition of handwritten alphanumeric characters. In ICDAR, pages 792–795, 1999.
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514A. Cichocki, J. Karhunen, W. Kasprzak, and R. Vigário. Neural networks for blind separation with unknown number of sources. Neurocomputing, 24(1-3):55–93, 1999.
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513R. Vigário and E. Oja. Independent component analysis of human brain waves. In Proc. Int. Work-Conf. on Art. and Neural Networks (IWANN'99), pages 238–247, Alicante, Spain, 1999.
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512R. Vigário, J. Särelä, V. Jousmäki, and E. Oja. Independent component analysis in decomposition of auditory and somatosensory evoked fields. In Proc. Int. Workshop on Independent Component Analysis and Blind Separation of Signals (ICA'99), Aussois, France, 1999.
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511A. Hyvárinen, J. Särelä, and R. Vigário. Spikes and bumps: artefacts generated by independent component analysis with insufficient sample size. In Proc. Int. Workshop on Independent Component Analysis and Blind Separation of Signals (ICA'99), Aussois, France, 1999.
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510R. Vigário. Independent Component Approach to the Analysis of EEG and MEG signals. D. sc. (tech), Helsinki University of Technology, Department of Computer Science and Engineering, Finland, 1999.
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509Krista Lagus, Timo Honkela, Samuel Kaski, and Teuvo Kohonen. WEBSOM for textual data mining. Artificial Intelligence Review, 13:345–364, 1999.
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508Samuel Kaski, Jarkko Venna, and Teuvo Kohonen. Coloring that reveals high-dimensional structures in data. In T. Gedeon, P. Wong, S. Halgamuge, N. Kasabov, D. Nauck, and K. Fukushima, editors, Proceedings of ICONIP'99, 6th International Conference on Neural Information Processing, volume II, pages 729–734, Piscataway, NJ, 1999. IEEE Service Center.
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507Samuel Kaski. Fast winner search for SOM-based monitoring and retrieval of high-dimensional data. In Proceedings of ICANN99, Ninth International Conference on Artificial Neural Networks, volume 2, pages 940–945, London, 1999. IEE.
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506Krista Lagus and Samuel Kaski. Keyword selection method for characterizing text document maps. In Proceedings of ICANN99, Ninth International Conference on Artificial Neural Networks, volume 1, pages 371–376, London, 1999. IEE.
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505Erkki Oja and Samuel Kaski, editors. Kohonen Maps. Elsevier, Amsterdam, 1999.
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504Teuvo Kohonen, Samuel Kaski, Krista Lagus, Jarkko Salojärvi, Jukka Honkela, Vesa Paatero, and Antti Saarela. Self organization of a massive text document collection. In Erkki Oja and Samuel Kaski, editors, Kohonen Maps, pages 171–182. Elsevier, Amsterdam, 1999.
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503Aapo Hyvärinen and Timo Honkela. Emotional disorders in autonomous agents?. In Advances in Artificial Life, Proceedings of ECAL'99, European Conference on Artificial Life, pages 350–354. Springer, 1999.
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502Timo Honkela. Connectionist analysis and creation of context for natural language understanding and knowledge management. In Proceedings of Context'99, 2nd International and Interdisciplinary Conference, pages 479–482. Springer, 1999.
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501Timo Honkela (ed.). Pelit, tietokone ja ihminen - Games, computers and people. Suomen tekoälyseura/Finnish Artificial Intelligence Society, Espoo, 1999.
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500Timo Honkela. Pelit, tietokone ja ihminen. In Timo Honkela, editor, Pelit, tietokone ja ihminen - Games, computers and people, pages 1–7. Suomen tekoälyseura/Finnish Artificial intelligence societ y, Espoo, 1999.
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499Timo Honkela. Pelit, vuorovaikutus ja oppiminen. Kirjastolehti, 7-8, 1999.
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498Aapo Hyvärinen and Timo Honkela. Emotional disorders in autonomous agents?. In Advances in Artificial Life, Proceedings of ECAL'99, European Conference on Artificial Life, pages 350–354. Springer, 1999.
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497Tomi Janhunen. On the intertranslatability of non-monotonic logics. Annals of Mathematics and Artificial Intelligence, 27(1-4):79–128, 1999. Special issue with the selected best papers from JELIA 1998.
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See dx.doi.org ...

1998

496Marko Mäkelä, Jani Lahtinen, and Leo Ojala. Performance analysis of a traffic control system using stochastic Petri nets. Technical Report B19, Helsinki University of Technology, Digital Systems Labora tory, Espoo, Finland, December 1998.
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495Teemu Tynjälä. Reachability-based verification of dss1 protocol. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, December 1998.
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494Amaury Lendasse, Eric de Bodt, and Michel Verleysen. Estimation de la dimension intrinsèque d'une série temporelle et prédiction par une méthode de projection. In ACSEG'98, Association Connectioniste en Sciences Economiques et de Gestion, Louvain-la-Neuve (Belgique), pages D37–D46, November 20 1998.
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493Tommi Syrjänen. Implementation of local grounding for logic programs with stable model semantics. Technical Report B18, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, October 1998.
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492Kimmo Raivio, Jukka Henriksson, and Olli Simula. Neural detection of QAM signal with strongly nonlinear receiver. Neurocomputing, 21:159–171, October 1998.
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491Tomi Janhunen. On the intertranslatability of autoepistemic, default and priority logics, and parallel circumscription. In Jürgen Dix, Luis Fariñas del Cerro, and Ulrich Furbach, editors, Proceedings of the 6th European Workshop on Logics in Artificial Intelligence, JELIA'98, pages 216–232, Dagstuhl, Germany, October 1998. Springer-Verlag. LNAI 1489.
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490Keijo Heljanko. Deadlock checking for complete finite prefixes using logic programs with stable model semantics (Extended abstract). In H.-D. Burkhard, L. Czaja, and P. Starke, editors, Proceedings of the Workshop Concurrency, Specification & Programming 1998, Informatik-Bericht Nr. 110, pages 106–115, Berlin, Germany, September 1998. Humboldt-University, Berlin.
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489Krista Lagus. Generalizability of the websom method to document collections of various types. In Proc. of 6th European Congress on Intelligent Techniqes & Soft Computing (EUFIT'98)., volume 1, pages 210–214, Aachen, Germany, September 7-10 1998.
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488M. L. Hadjili, Amaury Lendasse, Vincent Wertz, and S. Yurkovich. Identification of fuzzy models for a glass furnace process. In 1998 IEEE International Conference on Control Applications,Trieste, Italy, pages 963–968, September 1-4 1998.
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487Jürgen Dix, Ulrich Furbach, and Ilkka Niemelä. Nonmonotonic Reasoning: Towards Efficient Calculi and Implementations. Fachbericht Informatik 20–98, Universität Koblenz-Landau, August 1998. Available at http://www.uni-koblenz.de/fb4/publikationen/gelbereihe/.
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486S. Brass, J. Dix, Ilkka Niemelä, and T.C. Przymusinski. A comparison of the static and the disjunctive well-founded semantics and its implementation. In Proceedings of the Sixth International Conference on Principles of Knowledge Representation and Reasoning, pages 74–85, Trento, Italy, June 1998. Morgan Kaufmann Publishers.
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485Kimmo Varpaaniemi. On the stubborn set method in reduced state space generation. Research Report A51, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, May 1998. Doctoral dissertation.
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484Ilkka Niemelä and Torsten Schaub (Eds.). Proceedings of the workshop on computational aspects of nonmonotonic reasoning. Research Report A52, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, May 1998.
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483Ilkka Niemelä and Torsten Schaub, editors. Proceedings of the Workshop on Computational Aspects of Nonmonotonic Reasoning, Trento, Italy, May 1998. Helsinki University of Technology, Digital Systems Laboratory, Research Report A52.
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482Ilkka Niemelä. Logic programs with stable model semantics as a constraint programming paradigm. In Proceedings of the Workshop on Computational Aspects of Nonmonotonic Reasoning, pages 72–79. Helsinki University of Technology, Digital Systems Laboratory, Research Report A52, May 1998.
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481Mikko Kurimo. Improving vocabulary independent HMM decoding results by using the dynamically expanding context. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), volume 2, pages 833–836, Seattle, WA, USA, May 1998.
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480Amaury Lendasse, Michel Verleysen, Eric de Bodt, Marie Cottrell, and P. Gregoire. Forecasting time-series by kohonen classification. In M. Verleysen, editor, ESANN'98, European Symposium on Artificial Neural Networks, Bruges (Belgique), pages 221–226, April 1998.
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479Mikko Kurimo. Self organization in mixture densities of HMM based speech recognition. In Proceedings of ESANN'98, European Symposium on Artificial Neural Networks, pages 237–242, Bruges, Belgium, April 1998.
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478Tomi Janhunen. Non-monotonic systems: A framework for analyzing semantics and structural properties of NMR. Research Report A49, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, March 1998. Doctoral dissertation.
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477Ilkka Niemelä (Ed.). Proceedings of the HeCSE workshop on emerging technologies in distributed systems. Research Report A50, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, March 1998.
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476Tomi Janhunen. Non-Monotonic Systems: A Framework for Analyzing Semantics and Structural Properties of Non-Monotonic Reasoning. PhD thesis, Helsinki University of Technology, Department of Computer Science and Engineering, March 1998.
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475Jari Kangas and Samuel Kaski. 3043 works that have been based on the self-organizing map (SOM) method developed by Kohonen. Technical Report A49, Helsinki University of Technology, Laboratory of Computer and Information Science, Espoo, Finland, February 1998.
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474Stefan Rönn. Semantics of semaphores. Research Report A53, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, 1998.
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473Tommi Junttila. Enabling broadband services. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1998.
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472Tapio Manner. Extending verification of industrial TNSDL programs with formal methods by using EMMA. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1998.
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471Marko Mäkelä. Implementing the front-end of an SDL compiler. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1998.
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470Teemu Tynjälä. Reachability-based verification of DSSI protocol. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1998.
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469Kimmo Varpaaniemi. On stubborn sets in the verification of linear time temporal properties. In Jörg Desel and Manuel Silva, editors, Application and Theory of Petri Nets 1998: 19th International Conference, ICATPN'98, Lisbon, Portugal, June 22–26, 1998, Proceedings, volume 1420 of Lecture Notes in Computer Science, pages 124–143. Springer-Verlag, Berlin, Germany, 1998. Springer-Verlag Berlin Heidelberg 1998.
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468Ilkka Niemelä, editor. Proceedings of the HeCSE Workshop on Emerging Technologies in Distributed Systems, Lammi, Finland, Jan 1998. Helsinki University of Technology, Digital Systems Laboratory, Research Report A50.
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467Timo Soininen and Ilkka Niemelä. Formalizing configuration knowledge using rules with choices. Technical Report TKO-B142, Helsinki University of Technology, Laboratory of Information Processing Science, 1998. Presented at the Workshop on Formal Aspects and Applications of Nonmonotonic Reasoning, May 31, 1998, Trento, Italy.
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466Gerd Brewka and Ilkka Niemelä. Report on the Seventh International Workshop on Nonmonotonic Reasoning. AI Magazine, 19(4):139, 1998.
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465Michiaki Taniguchi, Michael Haft, Jaakko Hollmén, and Volker Tresp. Fraud detection in communications networks using neural and probabilistic methods. In Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'98), volume II, pages 1241–1244, 1998.
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464Kimmo Varpaaniemi. On stubborn sets in the verification of linear time temporal properties. In Jörg Desel and Manuel Silva, editors, Application and Theory of Petri Nets 1998: 19th International Conference, ICATPN'98, Lisbon, Portugal, June 22–26, 1998, Proceedings, volume 1420 of Lecture Notes in Computer Science, pages 124–143. Springer-Verlag, Berlin, Germany, 1998. Springer-Verlag Berlin Heidelberg 1998.
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463M. Käki, J. Leponiemi, Heikki Mannila, T. Mononen, K.-J. Räihä, and H. Siirtola. Imis: Intelligent management information system. In Proceedings of the Workshop on Real-Time Intelligent User Interfaces for Decision Support and Information Visualization, pages 20–25, 1998.
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462M. Eerola, Heikki Mannila, and M. Salmenkivi. Frailty factors and time-dependent hazards in modelling ear infections. In COMPSTAT'98, Conference of the International Association for Statistical Computing, 1998.
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461G. Das, Heikki Mannila, and P. Ronkainen. Similarity of attributes by external probes. In Fourth Annual Conference on Knowledge Discovery and Data Mining (KDD-98), pages 16–22, 1998.
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460G. Das, D. Lin, Heikki Mannila, G. Renganathan, and P. Smyth. Rule discovery from time series. In Fourth Annual Conference on Knowledge Discovery and Data Mining (KDD-98), pages 23–29, 1998.
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459J.-F. Boulicaut, M. Klemettinen, and Heikki Mannila. Querying inductive databases: a case study on the mine rule operator. In 2nd European Symposium on Principles of Data Mining and Knowledge Discovery (PKDD'98), pages 194–202, 1998.
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458Heikki Mannila, H. Toivonen, A. Korhola, and H. Olander. Learning, mining, or modeling? a case study in paleoecology. In Discovery Science, First International Conference, pages 12–24, 1998. Japanese translation in Discovery Science and Data Mining, 141-148.
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457Aapo Hyvärinen, Patrik O. Hoyer, and Erkki Oja. Sparse code shrinkage: Denoising by nonlinear maximum likelihood estimation. In NIPS, pages 473–479, 1998.
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456Juha Karhunen, Petteri Pajunen, and Erkki Oja. The nonlinear pca criterion in blind source separation: Relations with other approaches. Neurocomputing, 22(1-3):5–20, 1998.
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455Kimmo Kiviluoto and Erkki Oja. Independent component analysis for parallel financial time series. In ICONIP, pages 895–898, 1998.
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454Jorma Laaksonen and Erkki Oja. Learning subspace classifiers and error-corrective feature extraction. IJPRAI, 12(4):423–436, 1998.
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453Erkki Oja. Signal decomposition by fast ica. In ICONIP, pages 594–602, 1998.
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452Erkki Oja. From neural learning to independent components. Neurocomputing, 22(1-3):187–199, 1998.
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451Erkki Oja. The nonlinear pca approach to ica. In ICONIP, pages 725–728, 1998.
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450Kimmo Valkealahti and Erkki Oja. Reduced multidimensional co-occurrence histograms in texture classification. IEEE Trans. Pattern Anal. Mach. Intell., 20(1):90–94, 1998.
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449Kimmo Valkealahti and Erkki Oja. Texture classification with single- and multiresolution co-occurrence maps. IJPRAI, 12(4):437–452, 1998.
Info
448J. Särelä, R. Vigário, V. Jousmäki, R. Hari, and E. Oja. Ica for the extraction of auditory evoked fields. In Proc. 4th Int. Conf. on Functional Mapping of the Human Brain (HBM'98), Montreal, Canada, 1998. Poster.
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447R. Vigário, J. Särelä, and E. Oja. Independent component analysis in wave decomposition of auditory evoked fields. In Proc. Int. Conf. on Artificial Neural Networks (ICANN'98), Skövde, Sweden, 1998.
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446R. Vigário, V. Jousmäki, M. Hämäläinen, R. Hari, and E. Oja. Independent component analysis for identification of artifacts in magnetoencephalographic recordings. In M. I. Jordan, M. J. Kearns, and S. A. Solla, editors, Neural Information Processing Systems 10 (Proc. NIPS'97), Cambridge MA, 1998. MIT Press.
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445Samuel Kaski, Jari Kangas, and Teuvo Kohonen. Bibliography of self-organizing map (SOM) papers: 1981–1997. Neural Computing Surveys, 1(3&4):1–176, 1998. Available in electronic form at http://www.icsi.berkeley.edu/protectjagota/NCS/: Vol 1, pp. 102–350.
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444Samuel Kaski, Timo Honkela, Krista Lagus, and Teuvo Kohonen. WEBSOM—self-organizing maps of document collections. Neurocomputing, 21:101–117, 1998.
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443Timo Honkela, Krista Lagus, and Samuel Kaski. Self-organizing maps of large document collections. In Guido Deboeck and Teuvo Kohonen, editors, Visual Explorations in Finance with Self-Organizing Maps, pages 168–178. Springer, London, 1998.
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442S. Kaski and T. Kohonen. Tips for processing and color-coding of self-organizing maps. In Guido Deboeck and Teuvo Kohonen, editors, Visual Explorations in Finance with Self-Organizing Maps, pages 195–202. Springer, London, 1998.
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441Samuel Kaski, Janne Nikkilä, and Teuvo Kohonen. Methods for interpreting a self-organized map in data analysis. In Michel Verleysen, editor, Proceedings of ESANN'98, 6th European Symposium on Artificial Neural Networks, Bruges, April 22-24, pages 185–190. D-Facto, Brussels, Belgium, 1998.
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440Samuel Kaski. Dimensionality reduction by random mapping: Fast similarity computation for clustering. In Proceedings of IJCNN'98, International Joint Conference on Neural Networks, volume 1, pages 413–418. IEEE Service Center, Piscataway, NJ, 1998.
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439T. Honkela, S. Kaski, T. Kohonen, and K. Lagus. Self-organizing maps of very large document collections: Justification for the WEBSOM method. In I. Balderjahn, R. Mathar, and M. Schader, editors, Classification, Data Analysis, and Data Highways, pages 245–252. Springer, Berlin, 1998.
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438S. Kaski, K. Lagus, T. Honkela, and T. Kohonen. Statistical aspects of the WEBSOM system in organizing document collections. Computing Science and Statistics, 29:281–290, 1998. (Scott, D. W., ed.), Interface Foundation of North America, Inc.: Fairfax Station, VA.
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437Timo Honkela. Learning to understand-general aspects of using self-organizing maps in natural language processing. In AIP Conference Proceedings, pages 563–76, 1998.
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436Catherine Bounsaythip and Timo Honkela. Combination of neural and evolutionary methods for data organization. In Katsumi Tanaka and Shahram Ghandeharizadeh, editors, Proceedings of FODO'98, The 5th International Conference on Foundations of Data Organization, pages 20–25, 1998.
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435Timo Honkela, Krista Lagus, and Samuel Kaski. Self-organizing maps of large document collections. In Guido Deboeck and Teuvo Kohonen, editors, Visual Explorations in Finance with Self-Organizing Maps, pages 168–178. Springer, London, 1998.
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434Timo Honkela, Samuel Kaski, Teuvo Kohonen, and Krista Lagus. Self-organizing maps of very large document collections: Justification for the WEBSOM method. In I. Balderjahn, R. Mathar, and M. Schader, editors, Classification, Data Analysis, and Data Highways, pages 245–252. Springer, Berlin, 1998.
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433Samuel Kaski, Timo Honkela, Krista Lagus, and Teuvo Kohonen. WEBSOM—self-organizing maps of document collections. Neurocomputing, 21:101–117, 1998.
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432Timo Honkela and Järvelin Kalervo. Kieliteknologia tiedonhaussa [Language technology in information retrieval], pages 25–27. CSC Scientific Computing, Yliopistopaino, 1998.
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431Samuel Kaski, Krista Lagus, Timo Honkela, and Teuvo Kohonen. Statistical aspects of the WEBSOM system in organizing document collections. Computing Science and Statistics, 29:281–290, 1998. (Scott, D. W., ed.), Interface Foundation of North America, Inc.: Fairfax Station, VA.
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430Tommi A. Junttila. Towards well-formed algebraic system nets. In H.-D. Burkhard, L. Czaja, and P. Starke, editors, Workshop Concurrency, Specification & Programming, number 110 in Informatik-Berichte, pages 116–127. Institut für Informatik, Humboldt-Universität zu Berlin, 1998.
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1997

429Tuomas Aura. On the structure of delegation networks. Research Report A48, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, December 1997.
NOTE: Reprint of Licentiate's thesis; see URL below.
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428Kari J. Nurmela. Constructing Spherical Codes by Global Optimization Methods. Doctoral dissertation, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, November 1997.
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427Jaakko Hollmén. Novelty filter for fraud detection in mobile communications networks. Technical Report A48, Helsinki University of Technology, Laboratory of Computer and Information Science, October 1997.
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426Mikko Kurimo. Training mixture density HMMs with SOM and LVQ. Computer Speech and Language, 11(4):321–343, October 1997.
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425T. Eiter, G. Gottlob, and Heikki Mannila. Disjunctive datalog. ACM Transactions on Database Systems, 22(3):364–418, September 1997.
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424Mikko Kurimo. Comparison results for segmental training algorithms for mixture density HMMs. In Proceedings of 5th European Conference on Speech Communication and Technology (EUROSPEECH), volume 1, pages 87–91, Rhodes, Greece, September 1997.
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423Patrik Simons. Towards constraint satisfaction through logic programs and the stable model semantics. Research Report A47, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, August 1997.
NOTE: Reprint of Licentiate's thesis; see URL below.
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422Ilkka Niemelä and P. Simons. Smodels – an implementation of the stable model and well-founded semantics for normal logic programs. In Proceedings of the 4th International Conference on Logic Programming and Non-Monotonic Reasoning, pages 420–429, Dagstuhl, Germany, July 1997. Springer-Verlag.
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421C. Aravindan, J. Dix, and Ilkka Niemelä. DisLoP: Towards a disjunctive logic programming system. In Proceedings of the 4th International Conference on Logic Programming and Non-Monotonic Reasoning, pages 341–352, Dagstuhl, Germany, July 1997. Springer-Verlag.
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420Tomi Janhunen. Separating disbeliefs from beliefs in autoepistemic reasoning. In Jürgen Dix, Ulrich Furbach, and Anil Nerode, editors, Proceedings of the 4th International Conference on Logic Programming and Non-Monotonic Reasoning, LPNMR'97, pages 132–151, Dagstuhl, Germany, July 1997. Springer-Verlag. LNAI 1265.
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419Kimmo Raivio, Ari Hämäläinen, Jukka Henriksson, and Olli Simula. Performance of two neural receiver structures in the presence of co-channel interference. In Proceedings of the International Conference on Neural Networks, volume 4, pages 2080–2084, Houston, Texas, USA, June 9-12 1997.
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418Kimmo Raivio, Jukka Henriksson, and Olli Simula. Neural receiver structures based on self-organizing maps in nonlinear multipath channels. In Proceedings of the International Workshop on Applications of Neural Networks to Telecommunications, pages 241–247, Melbourne, Australia, June 9-11 1997.
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417Kimmo Raivio, Jukka Henriksson, and Olli Simula. Neural detection of QAM signal with strongly nonlinear receiver. In Proceedings of the Workshop on Self-Organizing Maps, pages 20–25, Espoo, Finland, June 4 - 6 1997.
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416Mikko Kurimo. SOM based density function approximation for mixture density HMMs. In Workshop on Self-Organizing Maps, pages 8–13, Espoo, Finland, June 1997.
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415Keijo Heljanko. Model checking the branching time temporal logic CTL. Research Report A45, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, May 1997.
NOTE: Reprint of Master's thesis; see URL below.
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414Tuomas Aura. Stateless connections. Research Report A46, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, May 1997.
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413Johan Lilius, editor. Annual report for the year 1996. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, May 1997.
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412Markus Malmqvist. Methodology of dynamical analysis of SDL programs using predicate/transition nets. Technical Report B16, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, April 1997.
NOTE: Reprint of Master's thesis; see URL below.
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411Tero Jyrinki. Dynamical analysis of SDL programs using predicate/transition nets. Technical Report B17, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, April 1997.
NOTE: Reprint of Master's thesis; see URL below.
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410Karsten Schmidt. Applying reduction rules to algebraic Petri nets. Research Report A44, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, March 1997.
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409Samuel Kaski. Data exploration using self-organizing maps. Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No. 82, March 1997. D.Sc.(Tech) Thesis, Helsinki University of Technology, Finland.
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408Samuel Kaski. Data exploration using self-organizing maps. Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No. 82, March 1997. Dr.Tech. Thesis, Helsinki University of Technology, Finland.
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407Kari J. Nurmela. Minimum-energy point charge configurations on a circular disk. Research Report A43, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, February 1997.
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406S. Brass, J. Dix, Ilkka Niemelä, and T.C. Przymusinski. Comparison and efficient computation of the static and the disjunctive WFS. In Proceedings of the Third Dutch-German Workshop on Nonmonotonic Reasoning, pages 37–42, Max Planck Institute for Computer Science, Saarbrücken, Germany, February 1997.
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405Antti Huima. Security flaws in popular security software: Lessons learned from problems in SSH-1.2.17 and older. In Proc. NORDSEC '97, 1997.
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404Antti Huima and Tuomas Aura. Using a multimodal logic to express conflicting interests in security protocols. In Proc. DIMACS Workshop on Design and Formal Verification of Security Protocols, 1997. Proceedings were published in electronic form (CD) only.
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403Eero Lassila. Towards optimizing code generation by domain-sensitive macro expansion. Research Report A42, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, January 1997.
NOTE: Reprint of Licentiate's thesis; see URL below.
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402Patrik Simons. Towards Constraint Satisfaction through Logic Programs and the Stable Model Semantics. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1997.
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See www.tcs.hut.fi ...
401Eero Lassila. Towards Optimizing Code Generation by Domain-Sensitive Macro Expansion. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1997.
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See www.tcs.hut.fi ...
400Tuomas Aura. On the Structure of Delegation Networks. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1997.
Info
See www.tcs.hut.fi ...
399Keijo Heljanko. Model checking the branching time temporal logic CTL. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1997.
Info
See www.tcs.hut.fi ...
398Tero Jyrinki. Dynamical analysis of SDL programs with predicate/transition nets. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 1997.
Info
See www.tcs.hut.fi ...
397Markus Malmqvist. Methodology of dynamical analysis of SDL programs using predicate/transition nets. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1997.
Info
See www.tcs.hut.fi ...
396Kimmo Varpaaniemi, Keijo Heljanko, and Johan Lilius. PROD 3.2 — an advanced tool for efficient reachability analysis. In Orna Grumberg, editor, Computer Aided Verification: 9th International Conference, CAV'97, Haifa, Israel, June 22–25, 1997, Proceedings, volume 1254 of Lecture Notes in Computer Science, pages 472–475. Springer-Verlag, Berlin, Germany, 1997.
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395Eero Lassila. A functional macro expansion system for optimizing code generation: Gaining context-sensitivity without losing confluence. In Proceedings of the 1997 ACM SIGPLAN International Conference on Functional Programming, page 315. ACM Press, 1997.
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394C. Aravindan, J. Dix, and Ilkka Niemelä. DisLoP: A Research Project on Disjunctive Logic Programming. Fachberichte Informatik 1–97, Universität Koblenz-Landau, 1997. Available at http://www.uni-koblenz.de/fb4/publikationen/gelbereihe/.
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393C. Aravindan, J. Dix, and Ilkka Niemelä. DisLoP: A research project on disjunctive logic programming. AI Communications, 10(3,4):151–165, 1997.
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392C. Aravindan, J. Dix, and Ilkka Niemelä. DisLoP: A research project on disjunctive logic programming. Computational Logic, 3(2), 1997.
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391Michiaki Taniguchi, Michael Haft, Jaakko Hollmén, and Volker Tresp. Erkennung eines betrügerischen anrufs mittels eines neuronalen netzes. Patent DE 197 29 630 A1, 1997. patent.
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390Olli Simula, Esa Alhoniemi, Jaakko Hollmén, and Juha Vesanto. Analysis of complex systems using the self-organizing map. In Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems (ICONIP'97), volume 2, pages 1313–1317. Springer, 1997.
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389Jukka Henriksson and Kimmo Raivio. Method and circuit arrangement for processing a signal containing interference, 1997. Finnish Patent 98177, US patent 6754293, EP0746097.
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388Timo Honkela. Self-Organizing Maps in Natural Language Processing. PhD thesis, Helsinki University of Technology, Espoo, Finland, 1997.
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387Samuel Kaski. Computationally efficient approximation of a probabilistic model for document representation in the WEBSOM full-text analysis method. Neural Processing Letters, 5:139–151, 1997.
Info
386Teuvo Kohonen. Exploration of very large databases by self-organizing maps. In Proceedings of ICNN'97, International Conference on Neural Networks, pages PL1–PL6. IEEE Service Center, Piscataway, NJ, 1997.
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385Krista Lagus. Map of WSOM'97 abstracts—alternative index. In Proceedings of WSOM'97, Workshop on Self-Organizing Maps, Espoo, Finland, June 4-6, pages 368–372. Helsinki University of Technology, Neural Networks Research Centre, Espoo, Finland, 1997.
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384Kimmo Varpaaniemi, Keijo Heljanko, and Johan Lilius. PROD 3.2 — an advanced tool for efficient reachability analysis. In Orna Grumberg, editor, Computer Aided Verification: 9th International Conference, CAV'97, Haifa, Israel, June 22–25, 1997, Proceedings, volume 1254 of Lecture Notes in Computer Science, pages 472–475. Springer-Verlag, Berlin, Germany, 1997.
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383D. Gunopulos, Heikki Mannila, and S. Saluja. Discovering all most specific sentences using randomized algorithms. In Database Theory – ICDT'97, 6th International Conference, pages 215–229, 1997.
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382Heikki Mannila. Methods and problems in data mining. In Database Theory – ICDT'97, 6th International Conference, pages 41–55, 1997.
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381D. Gunopulos, R. Khardon, Heikki Mannila, and H. Toivonen. Data mining, hypergraph transversals, and machine learning. In Proceedings of the Sixteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS'97), pages 209–216, 1997.
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380T. Eiter and Heikki Mannila. Distance measures for point sets and their computation. Acta Informatica, 34(2):109–133, 1997.
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379B. Bollobás, G. Das, D. Gunopulos, and Heikki Mannila. Time-series similarity problems and well-separated geometric sets. In 13th Annual ACM Symposium on Computational Geometry, pages 454–456, 1997.
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378G. Das, D. Gunopulos, and Heikki Mannila. Finding similar time series. In Principles of Data Mining and Knowledge Discovery, pages 88–100, 1997.
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377Heikki Mannila and P. Ronkainen. Similarity of event sequences. In Proceedings of the Fourth International Workshop on Temporal Representation and Reasoning, pages 136–139, 1997.
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376Heikki Mannila and H. Toivonen. Levelwise search and borders of theories in knowledge discovery. Data Mining and Knowledge Discovery, 1(3):241–258, 1997.
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375Heikki Mannila, H. Toivonen, and I. Verkamo. Discovery of frequent episodes in event sequences. Data Mining and Knowledge Discovery, 1(3):259–289, 1997.
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374Heikki Mannila. Inductive databases and condensed representations: concepts for data mining. In International Logic Programming Symposium, pages 21–30, 1997.
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373M. Klemettinen, Heikki Mannila, and H. Toivonen. A data-mining methodology and its application to semi-automatic knowledge acquisition. In Proceedings of the 8th International Conference and Workshop on Database and Expert Systems Applications (DEXA'97), pages 670–677, 1997.
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372H. Ahonen, H. Mannila, and E. Nikunen. Generating grammars for sgml tagged texts lacking dtd. Mathematical and Computer Modelling, 26(1):1–13, 1997.
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371Mikko Kurimo. Using Self-Organizing Maps and Learning Vector Quantization for Mixture Density Hidden Markov Models. PhD thesis, Helsinki University of Technology, Espoo, Finland, 1997.
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370Aapo Hyvärinen and Erkki Oja. A fast fixed-point algorithm for independent component analysis. Neural Computation, 9(7):1483–1492, 1997.
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369Kimmo Kiviluoto and Erkki Oja. S-map: A network with a simple self-organization algorithm for generative topographic mappings. In NIPS, 1997.
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368Erkki Oja. The nonlinear pca learning rule in independent component analysis. Neurocomputing, 17(1):25–45, 1997.
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367Erkki Oja, Juha Karhunen, and Aapo Hyvärinen. From neural principal components to neural independent components. In ICANN, pages 519–528, 1997.
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366Erkki Oja and Kimmo Valkealahti. Local independent component analysis by the self-organizing map. In ICANN, pages 553–558, 1997.
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365Ricardo Vigário, Veikko Jousmäki, Matti Hämäläinen, Riitta Hari, and Erkki Oja. Independent component analysis for identification of artifacts in magnetoencephalographic recordings. In NIPS, 1997.
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364R. Vigário. Extraction of ocular artifacts from eeg using independent component analysis. Electroenceph. clin. Neurophysiol., 103:395–404, 1997.
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363J. Karhunen, E. Oja, L. Wang, R. Vigário, and J. Joutsensalo. A class of neural networks for independent component analysis. IEEE Trans. Neural Networks, 8(3):486–504, 1997.
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362E. Oja, J. Karhunen, A. Hyvárinen, R. Vigário, and J. Hurri. Neural independent component analysis - approaches and applications. In S. Amari and N. Kasabov, editors, Brain-like Computing and Intelligent Information Systems, pages 167–188. Springer, Singapore, 1997.
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361J. Karhunen, A. Hyvárinen, R. Vigário, and J. Hurri. Applications of neural blind separation to signal and image processing. In Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing (ICASSP'97), pages 131–134, Münich, Germany, 1997.
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360Timo Honkela, Samuel Kaski, Krista Lagus, and Teuvo Kohonen. WEBSOM—self-organizing maps of document collections. In Proceedings of WSOM'97, Workshop on Self-Organizing Maps, Espoo, Finland, June 4-6, pages 310–315. Helsinki University of Technology, Neural Networks Research Centre, Espoo, Finland, 1997.
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359Teuvo Kohonen, Samuel Kaski, Harri Lappalainen, and Jarkko Saloj?vi. The adaptive-subspace self-organizing map (ASSOM). In Proceedings of WSOM'97, Workshop on Self-Organizing Maps, Espoo, Finland, June 4-6, pages 191–196. Helsinki University of Technology, Neural Networks Research Centre, Espoo, Finland, 1997.
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358J. Sinkkonen and S. Kaski. Topographic components model with adaptive latencies. Neuroimage, 5(4):S445, 1997. A. W. Toga and R. S. J. Frackowiak and J. C. Mazziotta (eds.), Proceedings of the Third International Conference on Functional Mapping of the Human Brain, May 19-23 1997, Copenhagen, Denmark.
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357Teuvo Kohonen, Samuel Kaski, and Harri Lappalainen. Self-organized formation of various invariant-feature filters in the adaptive-subspace SOM. Neural Computation, 9:1321–1344, 1997.
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356Samuel Kaski. Computationally efficient approximation of a probabilistic model for document representation in the WEBSOM full-text analysis method. Neural Processing Letters, 5:139–151, 1997.
Info
355Timo Honkela, Samuel Kaski, Krista Lagus, and Teuvo Kohonen. WEBSOM—self-organizing maps of document collections. In Proceedings of WSOM'97, Workshop on Self-Organizing Maps, Espoo, Finland, June 4-6, pages 310–315. Helsinki University of Technology, Neural Networks Research Centre, Espoo, Finland, 1997.
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See www.cis.hut.fi ...
354Timo Honkela. Self-organizing maps of words for natural language processing applications. In Proceedings of International ICSC Symposium on Soft Computing, pages 401–407, Millet, Alberta, Canada, 1997. ICSC Academic Press.
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353Timo Honkela. Comparisons of self-organized word category maps. In Proceedings of WSOM'97, Workshop on Self-Organizing Maps, pages 298–303. Helsinki University of Technology, Neural Networks Research Centre, Espoo, Finland, 1997.
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352Timo Honkela. Self-Organizing Maps in Natural Language Processing. PhD thesis, Helsinki University of Technology, Espoo, Finland, 1997.
Info
See www.cis.hut.fi ...
351Timo Honkela, Aarno Lehtola, Sakari Kalliomäki, Risto Suitiala, Ray Hudson, Vangelis Karkaletsis, and George Vouros. A Recommended Globalization Method, pages 33–50. John Wiley and Sons, Chichester, 1997.
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350Vangelis Karkaletsis, Costas Spyroupoulos, George Vouros, Timo Honkela, Krista Lagus, and Aarno Lehtola. Message Generation, pages 203–281. John Wiley and Sons, Chichester, 1997.
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349Stavros Kokkotos, Costas Spyroupoulos, Timo Honkela, Tuula Käpylä, Krista Lagus, and Pat Hall. Languages and Character Sets, pages 135–158. John Wiley and Sons, Chichester, 1997.
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348Krista Lagus, Risto Suitiala, , and Timo Honkela. Culture, Conventions and Local Practices, pages 159–166. John Wiley and Sons, Chichester, 1997.
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347Aarno Lehtola, Sakari Kalliomäki, Timo Honkela, , and Tor Lillqvist. An Application Framework for Internationalization, pages 83–110. John Wiley and Sons, Chichester, 1997.
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346Niamh McHugh, Timo Honkela, and Ray Hudson. Quality Assurance, pages 219–228. John Wiley and Sons, Chichester, 1997.
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1996

345Jussi Rintanen. Lexicographic ordering as a basis of priorities in default reasoning. Research Report A41, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, December 1996. Doctoral dissertation.
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344Tino Pyssysalo, Leo Ojala, and Olli-Matti Penttinen. Performance analysis of a video on demand systems using stochastic Petri nets, a case study. Research Report A40, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, November 1996.
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343T. Imielinski and Heikki Mannila. A database perspective on knowledge discovery. Communications of the ACM, 39(11):58–64, November 1996.
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342Mikko Kurimo and Panu Somervuo. Using the self-organizing map to speed up the probability density estimation for speech recognition with mixture density HMMs. In Proceedings of the International Conference on Spoken Language Processing (ICSLP), volume 1, pages 358–361, Philadelphia, PA, USA, October 1996.
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341P. Baumgartner, U. Furbach, and Ilkka Niemelä. Hyper tableaux. In José Júlio Alferes, Luís Moniz Pereira, and Ewa Orlowska, editors, Proceedings of the European Workshop on Logics in Artificial Intelligence (JELIA'96), pages 1–17, Èvora, Portugal, September/October 1996. Springer-Verlag.
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340Ilkka Niemelä and P. Simons. Efficient implementation of the well-founded and stable model semantics. In M. Maher, editor, Proceedings of the Joint International Conference and Symposium on Logic Programming, pages 289–303, Bonn, Germany, September 1996. The MIT Press.
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339C. Aravindan, P. Baumgartner, J. Dix, U. Furbach, G. Neugebauer, Ilkka Niemelä, D. Schäfer, and F. Stolzenburg. On merging theorem proving and logic programming paradigms. In M. Maher, editor, Proceedings of the Joint International Conference and Symposium on Logic Programming, page 546, Bonn, Germany, September 1996. The MIT Press.
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338C. Aravindan, P. Baumgartner, J. Dix, U. Furbach, G. Neugebauer, Ilkka Niemelä, D. Schäfer, and F. Stolzenburg. On merging theorem proving and logic programming paradigms. In N.E. Fuchs and U. Geske, editors, Proceedings of the Poster Session at JICSLP'96, pages 99–122, Bonn, Germany, September 1996. GMD—Forschungszentrum Informationstechnik. GMD-Studien Nr. 296.
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337Jaakko Hollmén and Olli Simula. Prediction models and sensitivity analysis of industrial process parameters by using the self-organizing map. In 1996 IEEE Nordic Signal Processing Symposium Proceedings (NORSIG'96), Espoo, Finland, pages 79–82, September 1996.
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336Keijo Heljanko. Implementing a CTL model checker. In L. Czaja, P. Starke, H.-D. Burkhard, and M. Lenz, editors, Proceedings of the Workshop Concurrency, Specification & Programming 1996, Informatik-Bericht Nr. 69, pages 75–84, Berlin, Germany, September 1996. Humboldt-University, Berlin.
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335Mikko Kurimo. Segmental LVQ3 training for phoneme-wise tied mixture density HMMs. In European Signal Processing Conference (EUSIPCO), volume 3, pages 1599–1602, Trieste, Italy, September 1996.
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334Tuomas Aura. Time processes of time Petri nets. Research Report A38, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, August 1996.
NOTE: Reprint of Master's thesis; see URL below.
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333Karsten Schmidt. How to calculate symbolically siphons and traps for some algebraic Petri nets. Research Report A39, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, August 1996.
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332Johan Lilius, editor. Annual report for the year 1995. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, August 1996.
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331Ilkka Niemelä. Implementing circumscription using a tableau method. In Proceedings of the European Conference on Artificial Intelligence, pages 80–84, Budapest, Hungary, August 1996. John Wiley.
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330Ilkka Niemelä, editor. Proceedings of the ECAI'96 Workshop on Integrating Nonmonotonicity into Automated Reasoning Systems, Budapest, Hungary, August 1996. Universität Koblenz-Landau, Fachbericht Informatik 18–96. Available at http://www.uni-koblenz.de/fb4/publikationen/gelbereihe/.
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329Tomi Janhunen. Representing autoepistemic introspection in terms of default rules. In Wolfgang Wahlster, editor, Proceedings of the 12th European Conference on Artificial Intelligence, ECAI'96, pages 70–74, Budapest, Hungary, August 1996. John Wiley & Sons.
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328Tomi Janhunen. On abstracting decision procedures for non-monotonic reasoning. In Ilkka Niemelä, editor, Proceedings of the ECAI'96 Workshop on Integrating Nonmonotonicity into Automated Reasoning Systems, pages 29–31, August 1996. Universität Koblenz-Landau, Institut für Informatik, Fachberichte Informatik, 18–96.
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327Ilkka Niemelä. A tableau calculus for minimal model reasoning. In Proceedings of the Fifth Workshop on Theorem Proving with Analytic Tableaux and Related Methods, pages 278–294, Terrasini, Italy, May 1996. Springer-Verlag.
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326Tino Pyssysalo. An induction theorem for ring protocols of processes described with predicate/transition nets. Research Report A37, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, April 1996.
NOTE: Reprint of Licentiate's thesis; see URL below.
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325Eero Lassila. ReFlEx — an experimental tool for special-purpose processor code generation. Technical Report B15, Helsinki University of Technology, Digital Systems Labora tory, Espoo, Finland, March 1996.
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324Jaakko Hollmén. Process modeling using the self-organizing map. Master's thesis, Helsinki University of Technology, February 1996.
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323Tino Pyssysalo. An Induction Theorem for Ring Protocols of Processes Describes Using Predicate/Transition Nets. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1996.
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322Tuomas Aura. Time processes of time petri nets. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1996.
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See www.tcs.hut.fi ...
321Jukka Helme. Yhteyspohjaisten tietoliikenneprotokollien mallintamisesta ja analysoinnista. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 1996.
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320Asko Nykänen. Suomenkielen lauseenjäsennysympäristön suunnittelu ja toteutus. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 1996.
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319Mervi Salmi-Saarinen. A study of wireless communication. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 1996.
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318Kimmo Varpaaniemi. Finding small stubborn sets automatically. In Volkan Atalay, Uğur Halıcı, Kemal İnan, Nese Yalabık, and Adnan Yazıcı, editors, Proceedings of the Eleventh International Symposium on Computer and Information Sciences, ISCIS XI, November 6–8, 1996, Antalya, Turkey, Volume I, pages 133–142. Middle East Technical University, Ankara, Turkey, 1996.
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317Eero Lassila. A macro expansion approach to embedded processor code generation. In Proceedings of the 22nd Euromicro Conference, pages 136–142. IEEE Computer Society Press, 1996.
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316Ilkka Niemelä. A tableau calculus for minimal model reasoning. Fachbericht Informatik 5–96, Universität Koblenz-Landau, 1996. Available at http://www.uni-koblenz.de/fb4/publikationen/gelbereihe/.
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315Ilkka Niemelä. Implementing circumscription using a tableau method. Fachbericht Informatik 6–96, Universität Koblenz-Landau, 1996. Available at http://www.uni-koblenz.de/fb4/publikationen/gelbereihe/.
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314Ilkka Niemelä and P. Simons. Efficient implementation of the well-founded and stable model semantics. Fachbericht Informatik 7–96, Universität Koblenz-Landau, 1996. Available at http://www.uni-koblenz.de/fb4/publikationen/gelbereihe/.
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313P. Baumgartner, U. Furbach, and Ilkka Niemelä. Hyper tableaux. Fachbericht Informatik 8–96, Universität Koblenz-Landau, 1996. Available at http://www.uni-koblenz.de/fb4/publikationen/gelbereihe/.
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312Ilkka Niemelä. Autoepistemic logic as a basis for automating nonmonotonic reasoning. In Patrick Doherty, editor, Partiality, Modality and Non-monotonicity, pages 251–289. CSLI Publications, Stanford, CA, 1996.
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311S. Brass, J. Dix, Ilkka Niemelä, and T.C. Przymusinski. A comparison of STATIC semantics with D-WFS. Fachbericht Informatik 2–96, Universität Koblenz-Landau, 1996. Available at http://www.uni-koblenz.de/fb4/publikationen/gelbereihe/.
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310Ilkka Niemelä (Ed.). Proceedings of the ECAI'96 Workshop on Integrating Nonmonotonicity into Automated Reasoning Systems. Fachbericht Informatik 18–96, Universität Koblenz-Landau, 1996. Available at http://www.uni-koblenz.de/fb4/publikationen/gelbereihe/.
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309Timo Honkela, Samuel Kaski, Krista Lagus, and Teuvo Kohonen. Newsgroup exploration with WEBSOM method and browsing interface. Technical Report A32, Helsinki University of Technology, Laboratory of Computer and Information Science, Espoo, Finland, 1996.
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308Timo Honkela, Samuel Kaski, Krista Lagus, and Teuvo Kohonen. Self-organizing maps of document collections. ALMA, 1(2), 1996. Electronic Journal, address http://www.diemme.it/ luigi/alma.html.
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307Timo Honkela, Samuel Kaski, Krista Lagus, and Teuvo Kohonen. Exploration of full-text databases with self-organizing maps. In Proceedings of the ICNN96, International Conference on Neural Networks, volume I, pages 56–61. IEEE Service Center, Piscataway, NJ, 1996.
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306Samuel Kaski, Timo Honkela, Krista Lagus, and Teuvo Kohonen. Creating an order in digital libraries with self-organizing maps. In Proceedings of WCNN'96, World Congress on Neural Networks, September 15-18, San Diego, California, pages 814–817. Lawrence Erlbaum and INNS Press, Mahwah, NJ, 1996.
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305Teuvo Kohonen, Samuel Kaski, Krista Lagus, and Timo Honkela. Very large two-level SOM for the browsing of newsgroups. In C. von der Malsburg, W. von Seelen, J. C. Vorbrüggen, and B. Sendhoff, editors, Proceedings of ICANN96, International Conference on Artificial Neural Networks, Bochum, Germany, July 16-19, 1996, Lecture Notes in Computer Science, vol. 1112, pages 269–274. Springer, Berlin, 1996.
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304Krista Lagus, Samuel Kaski, Timo Honkela, and Teuvo Kohonen. Browsing digital libraries with the aid of self-organizing maps. In Proceedings of the Fifth International World Wide Web Conference WWW5, May 6-10, Paris, France, volume Poster Proceedings, pages 71–79. EPGL, 1996.
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303Krista Lagus, Timo Honkela, Samuel Kaski, and Teuvo Kohonen. WEBSOM – a status report. In Jarmo Alander, Timo Honkela, and Matti Jakobsson, editors, Proceedings of STeP'96, Finnish Artificial Intelligence Conference, pages 73–78. Finnish Artificial Intelligence Society, Vaasa, Finland, 1996.
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302Krista Lagus, Timo Honkela, Samuel Kaski, and Teuvo Kohonen. Self-organizing maps of document collections: A new approach to interactive exploration. In Evangelios Simoudis, Jiawei Han, and Usama Fayyad, editors, Proceedings of the Second International Conference on Knowledge Discovery and Data Mining, pages 238–243. AAAI Press, Menlo Park, California, 1996.
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301Kimmo Varpaaniemi. Finding small stubborn sets automatically. In Volkan Atalay, Uğur Halıcı, Kemal İnan, Nese Yalabık, and Adnan Yazıcı, editors, Proceedings of the Eleventh International Symposium on Computer and Information Sciences, ISCIS XI, November 6–8, 1996, Antalya, Turkey, Volume I, pages 133–142. Middle East Technical University, Ankara, Turkey, 1996.
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300R. Agrawal, Heikki Mannila, R. Srikant, H. Toivonen, and A. I. Verkamo. Fast discovery of association rules. In Advances in Knowledge Discovery and Data Mining, pages 307–328. AAAI Press, 1996.
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299K. Hätönen, M. Klemettinen, Heikki Mannila, P. Ronkainen, and H. Toivonen. Knowledge discovery from telecommunication network alarm databases. In 12th International Conference on Data Engineering (ICDE'96), pages 115–122, 1996.
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298K. Hätönen, M. Klemettinen, Heikki Mannila, P. Ronkainen, and H. Toivonen. Tasa: Telecommunications alarm sequence analyzer, or how to enjoy faults in your network. In IEEE/IFIP 1996 Network Operations and Management Symposium (NOMS'96),, pages 520–529, 1996.
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297E. Arjas, Heikki Mannila, M. Salmenkivi, R. Suramo, and H. Toivonen. Bass: Bayesian analyzer of event sequences. In COMPSTAT'96, pages 199–204, 1996.
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296Heikki Mannila. Data mining: machine learning, statistics, and databases. In Eighth International Conference on Scientific and Statistical Database Management, pages 1–8, 1996.
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295Heikki Mannila and H. Toivonen. On an algorithm for finding all interesting sentences. In Cybernetics and Systems '96 (ECSMR '96), pages 973–978, 1996.
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294Heikki Mannila and H. Toivonen. Discovering generalized episodes using minimal occurrences. In 2nd International Conference on Knowledge Discovery and Data Mining (KDD'96), pages 146–151, 1996.
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293Heikki Mannila and H. Toivonen. Multiple uses of frequent sets and condensed representations. In 2nd International Conference on Knowledge Discovery and Data Mining (KDD'96), pages 189 – 194, 1996.
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292Aapo Hyvärinen and Erkki Oja. One-unit learning rules for independent component analysis. In NIPS, pages 480–486, 1996.
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291Aapo Hyvärinen and Erkki Oja. Simple neuron models for independent component analysis. Int. J. Neural Syst., 7(6):671–688, 1996.
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290Heikki Kälviäinen, Petri Hirvonen, and Erkki Oja. Houghtool – a software package for the use of the hough transform. Pattern Recognition Letters, 17(8):889–897, 1996.
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289Jorma Laaksonen and Erkki Oja. Subspace dimension selection and averaged learning subspace method in handwritten digit classification. In ICANN, pages 227–232, 1996.
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288Erkki Oja and Kimmo Valkealahti. Co-occurrence map: Quantizing multidimensional texture histograms. Pattern Recognition Letters, 17(7):723–730, 1996.
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287Erkki Oja and Liuyue Wang. Robust fitting by nonlinear neural units. Neural Networks, 9(3):435–444, 1996.
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286Erkki Oja and Liuyue Wang. Neural fitting: Robustness by anti-hebbian learning. Neurocomputing, 12(2-3):155–170, 1996.
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285Kimmo Valkealahti and Erkki Oja. Optimal texture feature selection for the co-occurrence map. In ICANN, pages 245–250, 1996.
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284R. Vigário, A. Hyvárinen, and E. Oja. ICA fixed-point algorithm in extraction of artifacts from EEG. In Proc. 1996 IEEE Nordic Signal Processing Symposium (NORSIG'96), pages 383–386, Espoo, Finland, 1996.
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283Janne Sinkkonen, Samuel Kaski, Minna Huotilainen, Risto J. Ilmoniemi, Risto Näätänen, and Kai Kaila. Optimal resource allocation for novelty detection in a human auditory memory. Neuroreport, 7:2479–2482, 1996.
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282Samuel Kaski, Timo Honkela, Krista Lagus, and Teuvo Kohonen. Creating an order in digital libraries with self-organizing maps. In Proceedings of WCNN'96, World Congress on Neural Networks, September 15-18, San Diego, California, pages 814–817. Lawrence Erlbaum and INNS Press, Mahwah, NJ, 1996.
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281Krista Lagus, Timo Honkela, Samuel Kaski, and Teuvo Kohonen. Self-organizing maps of document collections: A new approach to interactive exploration. In Evangelios Simoudis, Jiawei Han, and Usama Fayyad, editors, Proceedings of the Second International Conference on Knowledge Discovery and Data Mining, pages 238–243. AAAI Press, Menlo Park, California, 1996.
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280Jari Kangas and Samuel Kaski. Compression of vector quantization code sequences based on code frequencies and spatial redundancies. In Proceedings of ICIP'96, IEEE International Conference on Image Processing, Lausanne, Switzerland, September 16-19, volume III, pages 463–466. IEEE Service Center, Piscataway, NJ, 1996.
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279Krista Lagus, Timo Honkela, Samuel Kaski, and Teuvo Kohonen. WEBSOM – a status report. In Jarmo Alander, Timo Honkela, and Matti Jakobsson, editors, Proceedings of STeP'96, Finnish Artificial Intelligence Conference, pages 73–78. Finnish Artificial Intelligence Society, Vaasa, Finland, 1996.
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278Teuvo Kohonen, Samuel Kaski, Krista Lagus, and Timo Honkela. Very large two-level SOM for the browsing of newsgroups. In C. von der Malsburg, W. von Seelen, J. C. Vorbrüggen, and B. Sendhoff, editors, Proceedings of ICANN96, International Conference on Artificial Neural Networks, Bochum, Germany, July 16-19, 1996, Lecture Notes in Computer Science, vol. 1112, pages 269–274. Springer, Berlin, 1996.
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277Samuel Kaski and Krista Lagus. Comparing self-organizing maps. In C. von der Malsburg, W. von Seelen, J. C. Vorbrüggen, and B. Sendhoff, editors, Proceedings of ICANN96, International Conference on Artificial Neural Networks, Bochum, Germany, July 16-19, Lecture Notes in Computer Science, vol. 1112, pages 809–814. Springer, Berlin, 1996.
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276Timo Honkela, Samuel Kaski, Krista Lagus, and Teuvo Kohonen. Exploration of full-text databases with self-organizing maps. In Proceedings of the ICNN96, International Conference on Neural Networks, volume I, pages 56–61. IEEE Service Center, Piscataway, NJ, 1996.
Info
275Krista Lagus, Samuel Kaski, Timo Honkela, and Teuvo Kohonen. Browsing digital libraries with the aid of self-organizing maps. In Proceedings of the Fifth International World Wide Web Conference WWW5, May 6-10, Paris, France, volume Poster Proceedings, pages 71–79. EPGL, 1996.
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274Timo Honkela, Samuel Kaski, Krista Lagus, and Teuvo Kohonen. Self-organizing maps of document collections. ALMA, 1(2), 1996. Electronic Journal, address http://www.diemme.it/ luigi/alma.html.
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273Timo Honkela, Samuel Kaski, Krista Lagus, and Teuvo Kohonen. Newsgroup exploration with WEBSOM method and browsing interface. Technical Report A32, Helsinki University of Technology, Laboratory of Computer and Information Science, Espoo, Finland, 1996.
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272Samuel Kaski and Teuvo Kohonen. Exploratory data analysis by the self-organizing map: Structures of welfare and poverty in the world. In Apostolos-Paul N. Refenes, Yaser Abu-Mostafa, John Moody, and Andreas Weigend, editors, Neural Networks in Financial Engineering. Proceedings of the Third International Conference on Neural Networks in the Capital Markets, London, England, 11-13 October, 1995, pages 498–507. World Scientific, Singapore, 1996.
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271Timo Honkela, Samuel Kaski, Krista Lagus, and Teuvo Kohonen. Newsgroup exploration with WEBSOM method and browsing interface. Technical Report A32, Helsinki University of Technology, Laboratory of Computer and Information Science, Espoo, Finland, 1996.
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270Timo Honkela, Samuel Kaski, Krista Lagus, and Teuvo Kohonen. Exploration of full-text databases with self-organizing maps. In Proceedings of the ICNN96, International Conference on Neural Networks, volume I, pages 56–61. IEEE Service Center, Piscataway, NJ, 1996.
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269Samuel Kaski, Timo Honkela, Krista Lagus, and Teuvo Kohonen. Creating an order in digital libraries with self-organizing maps. In Proceedings of WCNN'96, World Congress on Neural Networks, September 15-18, San Diego, California, pages 814–817. Lawrence Erlbaum and INNS Press, Mahwah, NJ, 1996.
Info
268Teuvo Kohonen, Samuel Kaski, Krista Lagus, and Timo Honkela. Very large two-level SOM for the browsing of newsgroups. In C. von der Malsburg, W. von Seelen, J. C. Vorbrüggen, and B. Sendhoff, editors, Proceedings of ICANN96, International Conference on Artificial Neural Networks, Bochum, Germany, July 16-19, 1996, Lecture Notes in Computer Science, vol. 1112, pages 269–274. Springer, Berlin, 1996.
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267Krista Lagus, Samuel Kaski, Timo Honkela, and Teuvo Kohonen. Browsing digital libraries with the aid of self-organizing maps. In Proceedings of the Fifth International World Wide Web Conference WWW5, May 6-10, Paris, France, volume Poster Proceedings, pages 71–79. EPGL, 1996.
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266Krista Lagus, Timo Honkela, Samuel Kaski, and Teuvo Kohonen. WEBSOM – a status report. In Jarmo Alander, Timo Honkela, and Matti Jakobsson, editors, Proceedings of STeP'96, Finnish Artificial Intelligence Conference, pages 73–78. Finnish Artificial Intelligence Society, Vaasa, Finland, 1996.
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265Krista Lagus, Timo Honkela, Samuel Kaski, and Teuvo Kohonen. Self-organizing maps of document collections: A new approach to interactive exploration. In Evangelios Simoudis, Jiawei Han, and Usama Fayyad, editors, Proceedings of the Second International Conference on Knowledge Discovery and Data Mining, pages 238–243. AAAI Press, Menlo Park, California, 1996.
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264Aarno Lehtola and Timo Honkela. Multilinguality in Electronic Commerce - Research Issues. In Proceedings of MULSAIC'96 Workshop, 1996.
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1995

263Tino Pyssysalo and Leo Ojala. A high-level net model of a video on demand system. Research Report A36, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, December 1995.
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262Kimmo Raivio, Jukka Henriksson, and Olli Simula. Neural detection of QAM modulation in the presence of interference. In Proceedings of the International Conference on Neural Networks, volume 4, pages 1566–1569, Perth, Australia, Nov 27 - Dec 1 1995.
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261Patrik Simons. Efficient implementation of the stable model semantics for normal logic programs. Research Report A35, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, September 1995.
NOTE: Reprint of Master's thesis; see URL below.
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260Tuomas Aura. Modelling the Needham-Schröder authentication protocol with high level Petri nets. Technical Report B14, Helsinki University of Technology, Digital Systems Labora tory, Espoo, Finland, September 1995.
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259Kimmo Varpaaniemi, Jaakko Halme, Kari Hiekkanen, and Tino Pyssysalo. PROD reference manual. Technical Report B13, Helsinki University of Technology, Digital Systems Labora tory, Espoo, Finland, August 1995.
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258Ilkka Niemelä. Towards efficient default reasoning. In Proceedings of the 14th International Joint Conference on Artificial Intelligence, pages 312–318, Montreal, Canada, August 1995. Morgan Kaufmann Publishers.
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257Ilkka Niemelä and P. Simons. Evaluating an algorithm for default reasoning. In Working Notes of the IJCAI'95 Workshop on Applications and Implementations of Nonmonotonic Reasoning Systems, Montreal, Canada, pages 66–72, Montreal, Canada, August 1995.
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256Rachel Ben-Eliyahu and Ilkka Niemelä, editors. Working Notes of the IJCAI'95 Workshop on Applications and Implementations of Nonmonotonic Reasoning Systems, Montreal, Canada, August 1995. AAAI Press.
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255Kimmo Raivio, Jukka Henriksson, and Olli Simula. Interference cancellation for PAM modulation using neural networks. In Proceedings of the Finnish Signal Processing Symposium, pages 50–54, Espoo, Finland, June 2 1995.
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254Tomi Janhunen. Cautious models for general logic programs. In Hendrick Decker et al., editors, Proceedings of the Third International Workshop on Deductive Databases and Logic Programming, pages 25–39, Kanagawa, Japan, June 1995. Gesellschaft für Mathematik und Datenverarbeitung. GMD-Studien Nr. 266.
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253Ilkka Niemelä, editor. Annual report for the year 1994. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, May 1995.
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252Johan Lilius. On the structure of high-level nets. Research Report A33, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, March 1995. Doctoral dissertation.
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251Jari Juopperi. PrT-net based analysis of information flow security nets. Research Report A34, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, March 1995.
NOTE: Reprint of Licentiate's thesis; see URL below.
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250Kari J. Nurmela. Constructing spherical codes by global optimization methods. Research Report A32, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, February 1995.
NOTE: Reprint of Licentiate's thesis; see URL below.
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249Jari Juopperi. PrT-net Based Analysis of Information Flow Security Nets. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1995.
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248Kari Nurmela. Constructing Spherical Codes by Global Optimization Methods. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1995.
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247Aapo Rautiainen. Konformanssitestaus hajautetussa testausarkkitehtuurissa. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1995.
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246Patrik Simons. Efficient implementation of the stable model semantics for normal logic programs. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1995.
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See www.tcs.hut.fi ...
245Ilkka Niemelä. A decision method for nonmonotonic reasoning based on autoepistemic reasoning. Journal of Automated Reasoning, 14:3–42, 1995.
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244P. Kilpeläinen, Heikki Mannila, and E. Ukkonen. Mdl learning of unions of simple pattern languages from positive examples. In Computational Learning Theory, Second European Conference, EuroCOLT'95, pages 252–260, 1995.
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243M. Holsheimer, M. Kersten, Heikki Mannila, and H. Toivonen. A perspective on databases and data mining. In First International Conference on Knowledge Discovery and Data Mining (KDD'95), pages 150 – 155, 1995.
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242Heikki Mannila, H. Toivonen, and A. I. Verkamo. Discovering frequent episodes in sequences. In First International Conference on Knowledge Discovery and Data Mining (KDD'95), pages 210 – 215, 1995.
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241P. Kilpeläinen and Heikki Mannila. Ordered and unordered tree inclusion. SIAM Journal on Computing, 24(2):340–356, 1995.
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240T. Eiter, P. Kilpeläinen, and Heikki Mannila. Recognizing renamable generalized propositional horn formulas is np-complete. Discrete Applied Mathematics, 59:23–31, 1995.
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239J. Kivinen and Heikki Mannila. Approximate inference of functional dependencies from relations. Theoretical Computer Science, 149(1):129–149, 1995.
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238Heikki Kälviäinen, Petri Hirvonen, Lei Xu, and Erkki Oja. Probabilistic and non-probabilistic hough transforms: overview and comparisons. Image Vision Comput., 13(4):239–252, 1995.
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237J. Karhunen, L. Wang, and R. Vigário. Nonlinear PCA type approaches for source separation and independent component analysis. In Proc. of Int. Conf. on Neural Networks (ICNN'95), pages 995–1000, Perth, Australia, 1995.
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236R. Vigário and E. Oja. Signal separation and feature extraction by nonlinear PCA network. In Proc. 9th Scandinavian Conf. on Image Analysis (SCIA'95), pages 811–818, Uppsala, Sweden, 1995.
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235L. Wang, J. Karhunen, E. Oja, and R. Vigário. Blind separation of sources using nonlinear PCA type learning algorithms. In Proc. Int. Conf. on Neural Networks and Signal Processing (ICNNSP'95), pages 10–13, Nanjing, P.R. China, 1995.
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234Sirkka-Liisa Joutsiniemi, Samuel Kaski, and Andreo Larsen. Self-organizing map in recognition of topographic patterns of EEG spectra. IEEE Transactions on Biomedical Engineering, 42:1062–1068, 1995.
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233Samuel Kaski and Teuvo Kohonen. Structures of welfare and poverty in the world discovered by the self-organizing map. Technical Report A24, Helsinki University of Technology, Laboratory of Computer and Information Science, Espoo, Finland, 1995.
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232Timo Honkela, Ville Pulkki, and Teuvo Kohonen. Contextual relations of words in Grimm tales, analyzed by self-organizing map. In F. Fogelman-Soulié and P. Gallinari, editors, Proc. of ICANN'95, International Conference on Artificial Neural Networks, volume II, pages 3–7, Nanterre, France, 1995. EC2.
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231Timo Honkela. Subjektiivisuuden konnektionistiset mallit. Psykologia, 30(1):45–48, 1995.
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230Timo Honkela. On communication between autonomous agents (in Finnish). In Keinoelämä - Artificial Life, pages 188–192, Helsinki, 1995. Finnish Artificial Intelligence Society.
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229C.D. Spyropoulos, E.A. Karkaletsis, G.A. Vouros, T. Honkela, K. Lagus, and A. Lehtola. Investigating on line message generation in software applications: The GLOSSASOFT results. In ERCIM Workshop on “Towards User Interfaces for All: Current Efforts and Future Trends”, Heraklion, Greece, 1995.
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1994

228Tomi Janhunen. Investigations on cautious autoepistemic reasoning. Research Report A31, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, December 1994.
NOTE: Reprint of Licentiate's thesis; see URL below.
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227Mikko Kurimo. Hybrid training method for tied mixture density hidden Markov models using learning vector quantization and Viterbi estimation. In Proceedings of the IEEE Workshop on Neural Networks for Signal Processing (NNSP), pages 362–371, Ermioni, Greece, September 1994.
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226Johan Lilius. On the folding of algebraic nets. Research Report A30, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, August 1994.
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225Ilkka Niemelä, editor. Annual report for the year 1993. Technical report, Teknillinen korkeakoulu, Tietojenkäsittelyteorian laboratorio (Helsinki University of Technology, Laboratory for Theoretical Computer Science), Espoo, Finland, May 1994.
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224Ilkka Niemelä. A decision method for nonmonotonic reasoning based on autoepistemic reasoning. In Proceedings of the Fourth International Conference on Principles of Knowledge Representation and Reasoning, pages 473–484, Bonn, Germany, May 1994. Morgan Kaufmann Publishers.
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223Kimmo Raivio and Teuvo Kohonen. Detection of nonlinearly distorted and two-path propagated signals using SOM-based equalizers. In Proceedings of the International Conference on Artificial Neural Networks, volume 2, pages 1037–1040, Sorrento, Italy, May 26-29 1994.
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222Kimmo Varpaaniemi. On computing symmetries and stubborn sets. Technical Report B12, Helsinki University of Technology, Digital Systems Labora tory, Espoo, Finland, April 1994.
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221Mikko Kurimo. Corrective tuning by applying LVQ for continuous density and semi-continuous Markov models. In Proceedings of International Symposium on Speech, Image Processing and Neural Networks, volume 2, pages 718–721, Hong Kong, April 1994.
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220Tino Pyssysalo. The modelling and analysis of a high speed data bus with predicate/transition nets. Research Report A29, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, March 1994.
NOTE: Reprint of Master's thesis; see URL below.
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219Heikki Mannila and K.-J. Räihä. Algorithms for inferring functional dependencies from relations. Data & Knowledge Engineering, 12(1):83–99, February 1994.
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218Tomi Janhunen. Investigations on Cautious Autoepistemic Reasoning. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1994.
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217Kari Hakulinen. Soluverkkoprotokollien tietokoneavusteinen testaus. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 1994.
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216Tino Pyssysalo. The modelling and analysis of a high speed data bus with predicate/transition nets. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1994.
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215Mika Rautila. Prosessialgebran käyttö älyverkkopalveluiden määrityksessä ja analysoinnissa. Master's thesis, Helsinki University of Technology, Department of Electrical and Communications Engineering, 1994.
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214Jari Saarhelo. Tekoäly valuprosessin suunnittelussa. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1994.
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213Pauli Väisänen. A study of model determination problems in s5 logic. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1994.
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212Kimmo Varpaaniemi. Dynamically stubborn sets and the sleep set method. In Hans-Dieter Burkhard, Ludwik Czaja, and Peter H. Starke, editors, Concurrency, Specification and Programming: Proceedings of the CS&P'93 Workshop, Nieborów near Warsaw, Poland, 14–16 October 1993, pages 230–246. Zakład Graficzny UW, zam. 261/94, Warsaw, Poland, 1994.
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211Kimmo Varpaaniemi. On combining the stubborn set method with the sleep set method. In Robert Valette, editor, Application and Theory of Petri Nets 1994: 15th International Conference, Zaragoza, Spain, June 20–24, 1994, Proceedings, volume 815 of Lecture Notes in Computer Science, pages 548–567. Springer-Verlag, Berlin, Germany, 1994. Springer-Verlag Berlin Heidelberg 1994.
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210Kimmo Varpaaniemi. On-the-fly verification with PROD. In Jörg Desel, Andreas Oberweis, and Wolfgang Reisig, editors, Algorithmen und Werkzeuge für Petrinetze: Workshop der GI-Fachgruppe 0.0.1, ``Petrinetze und verwandte Systemmodelle'', Berlin, 10.–11. Oktober 1994, pages 80–83. Forschungsberichte, Bericht 309, Institut für Angewandte Informatik und Formale Beschreibungsverfahren, Universität Karlsruhe (TH), Germany, 1994.
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209Kimmo Varpaaniemi. The sleep set method revisited. In Ludwik Czaja, Hans-Dieter Burkhard, and Peter H. Starke, editors, Workshop: Concurrency, Specification & Programming, October 12–15, 1994. Informatik-Bericht Nr. 36, Institut für Informatik, Humboldt-Universität zu Berlin, Germany, 1994.
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208Ilkka Niemelä. Autoepisteeminen logiikka epämonotonisen päättelyn pohjana. Tietojenkäsittelytiede, 6:15–25, 1994.
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207Ilkka Niemelä and J. Rintanen. On the impact of stratification on the complexity of nonmonotonic reasoning. In G. Lakemeyer and B. Nebel, editors, Foundations of Knowledge Representation and Reasoning, pages 275–295. Springer-Verlag, Berlin, 1994.
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206Ilkka Niemelä and Jussi Rintanen. On the impact of stratification on the complexity of nonmonotonic reasoning. Journal of Applied Non-Classical Logics, 4(2):141–179, 1994.
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205Ilkka Niemelä and Camilla Schwind. Proof systems for nonmonotonic logics. Lecture notes for a tutorial given at the 12th International Conference on Automated Deduction, Nancy, France, June 28–July 1, 1994. 44 pages., 1994.
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204Kimmo Varpaaniemi. Dynamically stubborn sets and the sleep set method. In Hans-Dieter Burkhard, Ludwik Czaja, and Peter H. Starke, editors, Concurrency, Specification and Programming: Proceedings of the CS&P'93 Workshop, Nieborów near Warsaw, Poland, 14–16 October 1993, pages 230–246. Zakład Graficzny UW, zam. 261/94, Warsaw, Poland, 1994.
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203Kimmo Varpaaniemi. On combining the stubborn set method with the sleep set method. In Robert Valette, editor, Application and Theory of Petri Nets 1994: 15th International Conference, Zaragoza, Spain, June 20–24, 1994, Proceedings, volume 815 of Lecture Notes in Computer Science, pages 548–567. Springer-Verlag, Berlin, Germany, 1994. Springer-Verlag Berlin Heidelberg 1994.
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202Kimmo Varpaaniemi. On-the-fly verification with PROD. In Jörg Desel, Andreas Oberweis, and Wolfgang Reisig, editors, Algorithmen und Werkzeuge für Petrinetze: Workshop der GI-Fachgruppe 0.0.1, ``Petrinetze und verwandte Systemmodelle'', Berlin, 10.–11. Oktober 1994, pages 80–83. Forschungsberichte, Bericht 309, Institut für Angewandte Informatik und Formale Beschreibungsverfahren, Universität Karlsruhe (TH), Germany, 1994.
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201Kimmo Varpaaniemi. The sleep set method revisited. In Ludwik Czaja, Hans-Dieter Burkhard, and Peter H. Starke, editors, Workshop: Concurrency, Specification & Programming, October 12–15, 1994. Informatik-Bericht Nr. 36, Institut für Informatik, Humboldt-Universität zu Berlin, Germany, 1994.
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200J. Kivinen, Heikki Mannila, and E. Ukkonen. Learning rules with local exceptions. In Computational Learning Theory: EuroCOLT'93, pages 35–36, 1994.
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199P. Kilpeläinen and Heikki Mannila. Query primitives for tree-structured data. In Proceedings of the 1994 Symposium on Combinatorial Pattern Matching, pages 213–225, 1994.
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198J. Kivinen and Heikki Mannila. The power of sampling in knowledge discovery. In Proceedings of the 1994 ACM SIGACT-SIGMOD-SIGACT Symposium on Principles of Database Theory (PODS'94), pages 77–85, 1994.
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197T. Eiter, G. Gottlob, and Heikki Mannila. Expressive power and complexity of disjunctive datalog. In Proceedings of the 1994 ACM SIGACT-SIGMOD-SIGACT Symposium on Principles of Database Theory (PODS'94), pages 267–278, 1994.
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196Heikki Mannila, H. Toivonen, and I. Verkamo. Efficient algorithms for discovering association rules. In Knowledge Discovery in Databases (KDD'94), pages 181–192. AAAI Press, 1994.
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195H. Ahonen, Heikki Mannila, and E. Nikunen. Forming grammars for structured documents: an application of grammatical inteference. In Proceedings of the Second International Colloquium on Grammatical Inference and Applications, pages 153–167, 1994.
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194M. Klemettinen, Heikki Mannila, P. Ronkainen, H. Toivonen, and I. Verkamo. Finding interesting rules from large sets of discovered association rules. In Proceedings of the Third International Conference on Information and Knowledge Management (CIKM'94), pages 401–407, 1994.
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193J. Kivinen, Heikki Mannila, E. Ukkonen, and J. Vilo. An algorithm for learning hierarchical classifiers. In ECML'94, pages xx–xx, 1994.
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192T. Eiter, G. Gottlob, and Heikki Mannila. Expressive power and complexity of disjunctive datalog under the stable model semantics. In Management and Processing of Complex Data Structures – Proceedings of the Third Workshop on Information Systems and Artificial Intelligence, pages 83–103, 1994.
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191Mikko Kurimo. Application of learning vector quantization and self-organizing maps for training continuous density and semi-continuous Markov models. Licentiate's Thesis, Helsinki University of Technology, Espoo, Finland, 1994.
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190Heikki Kälviäinen, Petri Hirvonen, Lei Xu, and Erkki Oja. Comparisons of probabilistic and non-probabilistic hough transforms. In ECCV (2), pages 351–360, 1994.
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189R. Vigário. On linear and nonlinear pca neural networks: Separation abilities and production of visual receptive fields. Mestrado, University of Lisbon, Faculty of Sciences, Portugal, 1994.
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188Jukka Iivarinen, Teuvo Kohonen, Jari Kangas, and Samuel Kaski. Visualizing the clusters on the self-organizing map. In Christer Carlsson, Timo Järvi, and Tapio Reponen, editors, Proceedings of the Conference on Artificial Intelligence Research in Finland, number 12 in Publications of the Finnish Artificial Intelligence Society, pages 122–126. Finnish Artificial Intelligence Society, Helsinki, Finland, 1994.
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187Samuel Kaski and Teuvo Kohonen. Winner-take-all networks for physiological models of competitive learning. Neural Networks, 7:973–984, 1994.
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186Tomi Janhunen. Cautious autoepistemic reasoning applied to general logic programs. In Matti Penttonen, editor, Proceedings of the Seventh Finnish Symposium on Computer Science, pages 33–46, Liperi, Finland, January 1994. University of Joensuu, Department of Computer Science. (Report A-1994-1).
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1993

185Jussi Rintanen. Priorities and nonmonotonic reasoning. Research Report A28, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, December 1993.
NOTE: Reprint of Licentiate's thesis; see URL below.
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184Kari J. Nurmela. Constructing combinatorial designs by local search. Research Report A27, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, November 1993.
NOTE: Reprint of Master's thesis; see URL below.
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183Kimmo Varpaaniemi. Efficient detection of deadlocks in Petri nets. Research Report A26, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, October 1993.
NOTE: Reprint of Licentiate's thesis; see URL below.
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182Ilkka Niemelä. A decision method for nonmonotonic reasoning based on autoepistemic logic. In Automated Deduction in Nonstandard Logics — Papers from the 1993 Fall Symposium, pages 97–104, Raleigh, NC, USA, October 1993. AAAI Press.
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181Kimmo Raivio and Teuvo Kohonen. Detection of nonlinearly distorted and two-path propagated signals using a neural network based equalizer. In XIX Convention on Radio Science, Abstract of Papers, pages 11–12, Espoo, Finland, October 25-26 1993.
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180Patric R. J. Östergård. Construction methods for covering codes. Research Report A25, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, September 1993. Doctoral dissertation.
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179Mikko Kurimo. Using LVQ to enhance semi-continuous hidden Markov models for phonemes. In Proceedings of 3rd European Conference on Speech Communication and Technology (EUROSPEECH), volume 3, pages 1731–1734, Berlin, Germany, September 1993.
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178Timo Honkela. Neural nets that discuss: a general model of communication based on self-organizing maps. In S. Gielen and B. Kappen, editors, Proceedings of ICANN'93, International Conference on Artificial Neural Networks, pages 408–411, Amsterdam, the Netherlands, September 1993. Springer-Verlag, London.
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177Ilkka Niemelä. Autoepistemic logic as a unified basis for nonmonotonic reasoning. Research Report A24, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, August 1993. Doctoral dissertation.
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176Ilkka Niemelä. Autoepistemic Logic as a Unified Basis for Nonmonotonic Reasoning. PhD thesis, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, August 1993.
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175Tomi Janhunen and Ilkka Niemelä. A scheme for weakened negative introspection in autoepistemic reasoning. In Georg Gottlob, Alexander Leitsch, and Daniele Mundici, editors, Computational Logic and Proof Theory, Proceedings of the Third Kurt Gödel Colloquium, KGC'93, pages 211–222, Brno, Czech Republic, August 1993. Springer Verlag. LNCS 713.
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174Johan Lilius. A sheaf semantics for Petri nets. Research Report A23, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, June 1993.
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173Peter Grönberg, Mikko Tiusanen, and Kimmo Varpaaniemi. PROD – a PrT–net reachability analysis tool. Technical Report B11, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, June 1993.
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172Patric R. J. Östergård and Heikki O. Hämäläinen. New upper bounds for binary/ternary mixed covering codes. Research Report A22, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, March 1993.
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171Tomi Janhunen. Weakened negative introspection in autoepistemic reasoning. Research Report A21, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, February 1993.
NOTE: Reprint of Master's thesis; see URL below.
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170Tomi Janhunen. Weakened negative introspection in autoepistemic reasoning. Series A: Research reports 21, Helsinki University of Technology, Digital Systems Laboratory, February 1993. Master's Thesis.
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169Kari J. Nurmela and Patric R. J. Östergård. Constructing covering designs by simulated annealing. Technical Report B10, Helsinki University of Technology, Digital Systems Labora tory, Espoo, Finland, January 1993.
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168Jussi Rintanen. Priorities and Nonmonotonic Reasoning. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1993.
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167Kimmo Varpaaniemi. Efficient Detection of Deadlock in Petri Nets. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1993.
NOTE: Reprint as lab report; see URL below.
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166Sam Sandqvist. On Finding Optimal Potential Customers from a Large Marketing Database – A Genetic Algorithm Approach. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1993.
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165Tomi Janhunen. Weakened negative introspection in autoepistemic reasoning. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1993.
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164Kari Nurmela. Constructing combinatorial designs by local search. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1993.
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163Jorma Paananen. Tietokantakäyttöliittymän toteutus kahdessa graafisessa ympäristössä. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1993.
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162Juha-Pekka Patinen. An interactive theorem prover for linear logic. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1993.
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161Olavi Pesonen. Tehdasmalli konepajan työsuunnittelussa. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1993.
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160Kim Sandström. Värinkodistuksen estimointi tavanomaisen painojäljen videokuvasta. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1993.
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159Kimmo Varpaaniemi. On choosing a scapegoat in the stubborn set method. In Hans-Dieter Burkhard, Peter H. Starke, and Ludwik Czaja, editors, Workshop: Concurrency, Specification & Programming, November 19–21, 1992, pages 163–171. Informatik-Preprint 22, Fachbereich Informatik der Humboldt-Universität zu Berlin, Germany, 1993.
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158Ilkka Niemelä. Logiikka tietämyskielenä. In E. Hyvönen, I. Karanta, and M. Syrjänen, editors, Tekoälyn ensyklopedia, pages 116–124. Gaudeamus, 1993.
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157Kimmo Raivio. Detection of nonlinearly distorted and multipath propagated signals using Self-Organizing Maps. Licentiate's thesis, Helsinki University of Technology, Espoo, Finland, 1993.
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156Kimmo Varpaaniemi. On choosing a scapegoat in the stubborn set method. In Hans-Dieter Burkhard, Peter H. Starke, and Ludwik Czaja, editors, Workshop: Concurrency, Specification & Programming, November 19–21, 1992, pages 163–171. Informatik-Preprint 22, Fachbereich Informatik der Humboldt-Universität zu Berlin, Germany, 1993.
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155V. Estivill-Castro, Heikki Mannila, and D. Wood. Right invariant metrics and measures of presortedness. Discrete Applied Mathematics, 42:1–16, 1993.
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154P. Kilpeläinen and Heikki Mannila. Retrieval from hierarchical texts using partial patterns. In ACM SIGIR '93: Proceedings of the 16th Annual International Conference on Research and Development in Information Retrieval, pages 214–222, 1993.
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153Samuel Kaski. Hermoverkkomalleissa tapahtuvaan kilpailuoppimiseen liittyvät mekanismit (Mechanisms connected with competitive learning in neural network models). Master's thesis, Helsinki University of Technology, 1993. (In Finnish).
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152Karin Portin, Riitta Salmelin, and Samuel Kaski. Analysis of magnetoencephalographic data with self-organizing maps. In T. Kuusela, editor, Proceedings of the XXVII Annual Conference of the Finnish Physical Society, page 15.2, Turku, 1993. Finnish Physical Society. Report TURKU-SFL-R5, Department of Applied Physics, University of Turku.
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151Samuel Kaski and Sirkka-Liisa Joutsiniemi. Monitoring EEG signal with the self-organizing map. In Stan Gielen and Bert Kappen, editors, Proceedings of the International Conference on Artificial Neural Networks (ICANN93), Amsterdam, September 13-16, pages 974–977, London, 1993. Springer-Verlag.
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150Lauri Carlson and Timo Honkela. Encyclopedia on Artificial Intelligence (in Finnish), chapter Natural Language Processing (in Finnish), pages 233–243. Gaudeamus, 1993.
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149Timo Honkela and Tuomas Sandholm. Encyclopedia on Artificial Intelligence (in Finnish), chapter Machine Learning (in Finnish), pages 244–255. Gaudeamus, 1993.
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148Tomi Janhunen. Weakened negative introspection in autoepistemic reasoning. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, January 1993.
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147Kimmo Varpaaniemi, Johannes Helander, Tomi Janhunen, Ismo Kangas, Kari Nurmela, Kenneth Oksanen, Olavi Pesonen, Marko Rauhamaa, James Reilly, Heikki Suonsivu, Kimmo Valkealahti, Pauli Väisänen, Peter Grönberg, Jaakko Halme, Kari Hiekkanen, Tino Pyssysalo, and Mikko Tiusanen. PROD 1.1 — A Pr/T reachability analysis tool.. http://www.tcs.hut.fi/Software/prod/, 1993. Computer Program.
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1992

146Nisse Husberg. High level distributed transition systems in categories. Research Report A19, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, November 1992. Doctoral dissertation.
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145Jussi Rintanen. Stratification and tractability in nonmonotonic reasoning. Research Report A20, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, November 1992.
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144Ilkka Niemelä and J. Rintanen. On the impact of stratification on the complexity of nonmonotonic reasoning. In Proceedings of the 3rd International Conference on Principles of Knowledge Representation and Reasoning, pages 627–638, Cambridge, MA, USA, October 1992. Morgan Kaufmann Publishers.
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143Mikko Kurimo and Kari Torkkola. Application of SOMs and LVQ in training continuous density hidden Markov models. In Proceedings of the International Conference on Spoken Language Processing (ICSLP), volume 1, pages 543–546, Banff, Canada, October 1992.
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142M. Kantola, Heikki Mannila, K.-J. Räihä, and H. Siirtola. Discovering functional and inclusion dependencies in relational databases. International Journal of Intelligent Systems, 7(7):591–607, September 1992.
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141Ilkka Niemelä. A unifying framework for nonmonotonic reasoning. In Proceedings of the 10th European Conference on Artificial Intelligence, pages 334–338, Vienna, Austria, August 1992. John Wiley.
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140Mikko Kurimo and Kari Torkkola. Training continuous density hidden Markov models in association with self-organizing maps and LVQ. In Proceedings of the IEEE Workshop on Neural Networks for Signal Processing (NNSP), pages 174–183, Copenhagen, Denmark, August 1992.
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139Mikko Kurimo and Kari Torkkola. Combining LVQ with continuous density hidden Markov models in speech recognition. In Proceedings of the SPIE's Conference on Neural and Stochastic Methods in Image and Signal Processing, volume 1766, pages 726–734, San Diego, CA, USA, July 1992.
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138Ilkka Niemelä and J. Rintanen. A decision procedure for stratified autoepistemic logic. In Proceedings of the Finnish Artificial Intelligence Conference, pages 202–211, Espoo, Finland, June 1992. Finnish Artificial Intelligence Society.
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137Teuvo Kohonen, Kimmo Raivio, Olli Simula, and Jukka Henriksson. Start-up behaviour of a neural network assisted decision feedback equaliser in a two-path channel. In Proceedings of the International Conference on Communications, pages 1523–1527, Chicago, USA, June 14-18 1992.
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136Matti Hallivuori, Tomi Janhunen, and Tapio Suihko. A graphical user interface for a value added network. In Proceedings of the IFIP TC6 International Conference on Information Network and Data Communication, IV, pages 293–307, Espoo, Finland, March 1992. Elsevier Science Publishers B.V.
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135Unto Pulkkinen. Paperin painettavuustekijöiden määrityksen online-menetelmät. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1992.
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134Marja-Liisa Hämäläinen. Verkkoteoreettisten menetelmien käyttö tietoliikenneyhteyskäytäntöjen suunnittelun apuvälineenä. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1992.
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133Kimmo Koskinen. Ohjausyksikön ohjelmiston suunnittelu maksuvälinekortin kÿttöön. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1992.
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132Jussi Rintanen. Stratification and tractability in nonmonotonic reasoning. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1992.
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131Kimmo Varpaaniemi and Marko Rauhamaa. The stubborn set method in practice. In Kurt Jensen, editor, Application and Theory of Petri Nets 1992: 13th International Conference, Sheffield, UK, June 22–26, 1992, Proceedings, volume 616 of Lecture Notes in Computer Science, pages 389–393. Springer-Verlag, Berlin, Germany, 1992. Springer-Verlag Berlin Heidelberg 1992.
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130Ilkka Niemelä. Annual report for the year 1991. Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, 1992.
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129Ilkka Niemelä. On the decidability and complexity of autoepistemic reasoning. Fundamenta Informaticae, 17(1,2):117–155, 1992.
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128Ilkka Niemelä. Autoepistemic logic as a basis for automating nonmonotonic reasoning. Lecture Notes of the Summer School on Partial Semantics and Non-Monotonic Reasoning (Linköping, Sweden, May 25–29, 1992), 1992.
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127Jukka Henriksson, Kimmo Raivio, and Teuvo Kohonen. Receiving method and receiver for discrete signals, 1992. Finnish Patent 85548, US Patent 5,233,635, Australian Patent 636494, EP0465851.
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126Kimmo Varpaaniemi and Marko Rauhamaa. The stubborn set method in practice. In Kurt Jensen, editor, Application and Theory of Petri Nets 1992: 13th International Conference, Sheffield, UK, June 22–26, 1992, Proceedings, volume 616 of Lecture Notes in Computer Science, pages 389–393. Springer-Verlag, Berlin, Germany, 1992. Springer-Verlag Berlin Heidelberg 1992.
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125P. Kilpeläinen and Heikki Mannila. Grammatical tree matching. In Combinatorial Pattern Matching, Third Workshop, pages 202–214, 1992.
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124J. Kivinen, Heikki Mannila, and E. Ukkonen. Learning hierarchical rule sets. In Proceedings of the Fifth Annual ACM Workshop on Computational Learning Theory, pages 37–44, 1992.
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123J. Kivinen and Heikki Mannila. Approximate dependency inference from relations. In Database Theory - ICDT '92, pages 86–98, 1992.
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122Heikki Mannila and K.-J. Räihä. On the complexity of dependency inference. Discrete Applied Mathematics, 40:237–243, 1992.
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121Heikki Mannila and Kari-Jouko Räihä. Design of Relational Databases. Addison-Wesley, 1992. ISBN 0-201-56523-4.
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120Mikko Kurimo. Combinations of adaptive vector quantization methods and hidden Markov models in speech recognition. Master's thesis, Helsinki University of Technology, Espoo, Finland, 1992. (in Finnish).
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119Jouko Lampinen and Erkki Oja. Clustering properties of hierarchical self-organizing maps. Journal of Mathematical Imaging and Vision, 2(2-3):261–272, 1992.
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118Erkki Oja. Principal components, minor components, and linear neural networks. Neural Networks, 5(6):927–935, 1992.
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117Lei Xu, Erkki Oja, and Ching Y. Suen. Modified hebbian learning for curve and surface fitting. Neural Networks, 5(3):441–457, 1992.
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116R. Vigário. Analyse et modélisation de trajectoires acoustiques par reséaux de neurones pour la reconnaissance automatique de la parole. Lincenciatura, University of Lisbon, Faculty of Sciences, Portugal, 1992.
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115Samuel Kaski. Viivemukautuvat topografiset komponentit: Tuntoärsykkeisiin liittyvät aivojen jännitevasteet uudella menetelmällä analysoituina (Latency-adjusting topographic components model: An analysis of somatosensory evoked potentials with a novel method). Master's thesis, University of Helsinki, 1992. (In Finnish).
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114Pekka Utela, Kari Torkkola, Lea Leinonen, Jari Kangas, Samuel Kaski, and Teuvo Kohonen. Speech recognition and analysis. In Proceedings of the Fifth Finnish Artificial Intelligence Conference (SteP-92): New Directions in Artificial Intelligence, Espoo, Finland, June 9-11, volume 2, pages 178–182. Finnish Artificial Intelligence Society (FAIS), 1992.
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113Pekka Utela, Samuel Kaski, and Kari Torkkola. Using phoneme group specific LVQ-codebooks with HMMs. In Proceedings of the 1992 International Conference on spoken language processing (ICSLP 92). Banff, Alberta, Canada, October 12-16, pages 551–554, Edmonton, Canada, 1992. Personal Publishing Ltd.
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112Teuvo Kohonen and Samuel Kaski. The self-organizing map as a model for the formation of memory representations. In Abstracts of the 15th Annual Meeting of the European Neuroscience Association. Munich, September 13-17, page 280. Oxford University Press, 1992. Supplement No. 5 to the European Journal of Neuroscience.
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111Riitta Alkula and Timo Honkela. Development of text storage and information retrieval methods with natural language processing components. Final report of the FULLTEXT project (in Finnish). VTT, Espoo, Finland, 1992.
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110Timo Honkela. Connectionism and linguistics. In M. Vilkuna, editor, The 1992 Yearbook of the Linguistic Association of Finland, pages 9–33. Linguistic Association of Finland, Helsinki, Finland, 1992.
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1991

109Kari Bjorn. A failure model of a distributed transaction processing system. Research Report A17, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, December 1991.
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108Patric R. J. Östergård. Constructions of mixed covering codes. Research Report A18, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, Espoo, Finland, December 1991.
NOTE: Reprint of Licentiate's thesis; see URL below.
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107Kimmo Raivio, Olli Simula, and Jukka Henriksson. Improving decision feedback equaliser performance using neural networks. Electronic Letters, 27(23):2151–2153, November 1991.
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106Abbas Moslemie. Automated interpretation of S-invariants of predicate/transition nets: An application of non-classical logics. Research Report A15, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, October 1991.
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105Johan Lilius. On the compositionality and analysis of algebraic high-level nets. Research Report A16, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, October 1991.
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104Kari Torkkola, Mikko Kokkonen, Mikko Kurimo, and Pekka Utela. Improving short-time speech frame recognition results by using context. In Proceedings of the 2nd European Conference on Speech Technology and Communication (EUROSPEECH)), volume 2, pages 793–796, Milano,Italy, September 1991.
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103Ilkka Niemelä. Constructive tightly grounded autoepistemic reasoning. In Proceedings of the 12th International Joint Conference on Artificial Intelligence, pages 399–404, Sydney, Australia, August 1991. Morgan Kaufmann Publishers.
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102Teuvo Kohonen, Kimmo Raivio, Olli Simula, and Jukka Henriksson. Performance evaluation of self-organizing map based neural equalizers in dynamic discrete-signal detection. In Proceedings of the International Conference on Artificial Neural Networks, volume 2, pages 1677–1680, Espoo, Finland, June 1991.
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101Johan Lilius. Text Distribution Service - the Unified Telematic Media for Distributed Office Applications. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1991.
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100Jukka Oranen. On the Compositionality and Analysis of High-Level Nets. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1991.
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99Östergård. Construction of Mixed Covering Codes. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1991.
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98Kimmo Varpaaniemi. UNIX-ympäristössä toimivan ohjelmistoliitännän suunnittelu ja verkkoteoreettinen analysointi. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1991.
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97Jan Wasastjerna. Kansainvälisen konsernin tietoliikennekonseptin suunnittelu. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1991.
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96Ilkka Niemelä. Annual report for the year 1990. Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, 1991.
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95P. Kilpeläinen and Heikki Mannila. The tree inclusion problem. In TAPSOFT '91, pages 202–214, 1991.
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94M. Kantola, Heikki Mannila, K.-J. Räihä, and H. Siirtola. Discovering structural dependencies in relational databases. In Proceedings of 1991 Workshop on Knowledge Discovery in Databases, pages 179–190, 1991.
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93Kari Torkkola, Jari Kangas, Pekka Utela, Sami Kaski, Mikko Kokkonen, Mikko Kurimo, and Teuvo Kohonen. Status report of the Finnish phonetic typewriter project. In T. Kohonen, K. Mäkisara, O. Simula, and J. Kangas, editors, Artificial Neural Networks, volume I, pages 771–776, Amsterdam, Netherlands, 1991. North-Holland.
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92Lei Xu, Adam Krzyzak, and Erkki Oja. Neural nets for dual subspace pattern recognition method. Int. J. Neural Syst., 2(3):169–184, 1991.
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91Kari Torkkola, Jari Kangas, Pekka Utela, Samuel Kaski, Mikko Kokkonen, Mikko Kurimo, and Teuvo Kohonen. Status report of the Finnish phonetic typewriter project. In T. Kohonen, K. Mäkisara, O. Simula, and J. Kangas, editors, Artificial Neural Networks, pages 771–776, Amsterdam, 1991. North-Holland.
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90Timo Honkela. Symbolit ja neuroniverkot luonnollisen kielen semantiikan mallinnuksessa. In Esko Marjomaa and Tere Vadén, editors, Ihmisen tiedonkäsittely, symbolien manipulointi ja konnektionismi, pages 175–186. University of Tampere, 1991.
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89Timo Honkela and Ari M. Vepsäläinen. Interpreting imprecise expressions: Experiments with Kohonen's self-organizing maps and associative memory. In T. Kohonen, K. Mäkisara, O. Simula, and J. Kangas, editors, Artificial Neural Networks, volume I, pages 897–902, Amsterdam, Netherlands, 1991. North-Holland.
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1990

88Marko Rauhamaa. A comparative study of the methods for efficient reachability analysis. Research Report A14, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, September 1990.
NOTE: Reprint of Licentiate's thesis; see URL below.
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87Ilkka Niemelä. Towards automatic autoepistemic reasoning. In Proceedings of the European Workshop on Logics in Artificial Intelligence—JELIA'90, pages 428–443, Amsterdam, The Netherlands, September 1990. Springer-Verlag.
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86Johan Lilius. On the notion of dialectical nets. Technical Report B9, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, June 1990.
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85Ilkka Niemelä. A new characterization of autoepistemic reasoning. In Proceedings of the Finnish Artificial Intelligence Symposium, pages 64–73, Oulu, Finland, June 1990. Finnish Artificial Intelligence Society.
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84Teuvo Kohonen, Kimmo Raivio, Olli Simula, Olli Ventä, and Jukka Henriksson. Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection. In Proceedings of the International Joint Conference on Neural Networks, volume 1, pages 223–228, San Diego, USA, June 1990.
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83Andrea Maggiolo-Schettini and Josef Winkowski. A generalization of predicate/transition nets. Research Report A13, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, February 1990.
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82Antti Laine. The Analysis of a Communication Protocol Using High Level Petri Nets. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1990.
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81Pekka Oksala. Permutaatiomenetelmä lomakkeella välitettävän tiedon salaamiseksi. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1990.
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80Kari Björn. A Failure Model of a Distributed Transaction Processing System. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1990.
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79Marko Rauhamaa. A Comparative Study of Methods for Efficient Reachability Analysis. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1990.
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78Leo Kulikov. Konekäännös puumuunnoksin. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1990.
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77Patric Östergård. Säkerhetsaspekter vid datakommunikation över allmänna nät. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1990.
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76Jan Juopperi. Nollatietämystodistimen toiminnan kuvaaminen modaalilogiikkaa käyttäen. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1990.
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75Juha Viljavuori. Tietojärjestelmän hajautuksen suunnittelu UNIX-ympäristössä. Master's thesis, Helsinki University of Technology, Department of Computer Science and Engineering, Digital Systems Laboratory, 1990.
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74Kimmo Raivio. Combining linear equalization and self-organizing adaptation in dynamic discrete-signal detection. Master's thesis, Helsinki University of Technology, Espoo, Finland, 1990.
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73Teuvo Kohonen, Kimmo Raivio, Olli Simula, Olli Ventä, and Jukka Henriksson. An adaptive discrete-signal detector based on Self-Organizing Maps. In Proceedings of the International Joint Conference on Neural Networks, volume 2, pages 249–252, Washington D.C., USA, January 1990.
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72P. Kilpeläinen, G. Lindén, Heikki Mannila, and E. Nikunen. A structured document database system. In EP 90: Proceendings of the International Conference on Electronic Publishing, Document Manipulation & Typography, pages 139–151, 1990.
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71P. Kilpeläinen and Heikki Mannila. Generation of test cases for simple prolog programs. Acta Cybernetica, 9(3):235–246, 1990.
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70Heikki Mannila and E. Ukkonen. Unifications, deunifications, and their complexity. BIT, 30(4):599–619, 1990.
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69Pekka Kultanen, Erkki Oja, and Lei Xu. Randomized hough transform (rht) in engineering drawing vectorization system. In MVA, pages 173–176, 1990.
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68Jussi Parkkinen, K. Selkäinaho, and Erkki Oja. Detecting texture periodicity from the cooccurrence matrix. Pattern Recognition Letters, 11(1):43–50, 1990.
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67Lei Xu and Erkki Oja. Improved simulated annealing, boltzmann machine, and attributed graph matching. In EURASIP Workshop, pages 151–160, 1990.
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66Lei Xu, Erkki Oja, and Pekka Kultanen. A new curve detection method: Randomized hough transform (rht). Pattern Recognition Letters, 11(5):331–338, 1990.
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1989

65Victor Varshavsky. Circuits insensitive to delays in transistors and wires. Technical Report B7, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, November 1989.
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64Johan Lilius. Dialectical nets: A categorical approach to net theory. Technical Report B8, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, November 1989.
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63Kari Torkkola and Kimmo Raivio. Dynamically expanding context vs. multi-layered networks in correction of phoneme strings. In Proc. of Expersys, pages 333–337, Paris, France, October 1989.
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62Kari Torkkola and Kimmo Raivio. Comparison of symbolic and connectionist approaches to eliminate coarticulation effects in phonemic speech recognition. In Proceedings of the European Conference on Speech Communication and Technology (Eurospeech89), volume 1, pages 9–12, Paris, France, September 1989.
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61Mikko Tiusanen. A survey of fault-tolerant clock synchronization. Research Report A11, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, June 1989.
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60Kaj Johansson. Modelling solutions for agreement problems. Research Report A12, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, June 1989.
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59Nisse Husberg. A category of distributed transition systems. Research Report A10, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, May 1989.
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58Ilkka Niemelä. Decision problem in autoepistemic logic. In Proceedings of the Workshop on Alternatives of Logic Programming, pages 174–188, Kuopio, Finland, May 1989. Kuopion yliopiston painatuskeskus.
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57Ilkka Niemelä. Automating Autoepistemic Reasoning. Licentiate's thesis, Helsinki University of Technology, Department of Computer Science, Espoo, Finland, 1989.
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56Heikki Mannila and K.-J. Räihä. Automatic generation of test data for relational queries. Journal of Computer and System Sciences, 38(2):240–258, 1989.
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55Heikki Mannila and K.-J. Räihä. Practical algorithms for finding prime attributes and testing normal forms. In Proceedings of the Eigth ACM SIGACT-SIGMOD-SIGART Symposium on Database and Knowledgebase Systems, pages 128–133, 1989.
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54Erkki Oja. Neural networks, principal components, and subspaces. Int. J. Neural Syst., 1(1):61–68, 1989.
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1988

53Tapio Halkola, Kaj Johansson, and Leo Ojala. Net theoretical methods in modelling byzantine consensus protocols in agreement problems. Research Report A9, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, December 1988.
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52Marko Rauhamaa. Design and implementation of a reduction tool for PrT-nets. Technical Report B6, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, December 1988.
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51Kaj Johansson. Modelling message protocols for the byzantine generals problem. Research Report A8, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, November 1988.
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50Petri Krohn and Marko Rauhamaa. Reduction transformations of PrT-nets. Research Report A7, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, October 1988.
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49Ilkka Niemelä. On the complexity of the decision problem in propositional nonmonotonic logic. In Proceedings of the 2nd Workshop on Computer Science Logic, pages 226–239, Duisburg, FRG, October 1988. Springer-Verlag.
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48Abbas Moslemie. Towards automatic interpretation of S-invariants of predicate/transition nets. Research Report A6, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, August 1988.
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47Ilkka Niemelä. Autoepistemic predicate logic. In Proceedings of the 8th European Conference on Artificial Intelligence, pages 595–600, München, August 1988. Pitman Publishing.
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46Ilkka Niemelä. Decision procedures for quantified non-monotonic logic. In Proceedings of the Finnish Artificial Intelligence Symposium, pages 418–427, Helsinki, Finland, August 1988. Limes ry.
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45Nisse Husberg. Petri nets in algebraic theories – a category theory approach. Technical Report B5, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, June 1988.
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44Victor Varshavsky and Mikko Tiusanen. Hardware support of concurrent process interaction and synchronization: On the principle of autocorrect implementation. Technical Report B4, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, May 1988.
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43Ilkka Niemelä. Decision procedure for autoepistemic logic. In Proceedings of the 9th International Conference on Automated Deduction, pages 675–684, Argonne, USA, May 1988. Springer-Verlag.
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42Esa Kettunen, Esa Montonen, and Timo Tuuliniemi. An interactive PrT-net tool for verification of SDL-specifications. Technical Report B3, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, February 1988.
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41Heikki Tuominen. Logic in Petri net analysis. Research Report A5, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, January 1988.
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40Mikko Tiusanen. Some unsolved problems in modelling self-timed circuits using Petri nets. Technical Report B2, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, January 1988.
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39Heikki Mannila and E. Ukkonen. Time parameter and arbitrary deunions in the set union problem. In SWAT 88: 1st Scandinavian Workshop on Algorithm Theory, pages 34–42, 1988.
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38Heikki Mannila and D. Wood. A note on the largest empty rectangle problem. BIT, 28:79–183, 1988.
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37Harri Jäppinen, Timo Honkela, Heikki Hyötyniemi, and Aarno Lehtola. Hierarchical multilevel processing model for natural language database interface. In Proceedings of CAIA'88, 4th Conference on Artificial Intelligence Applications, pages 332–337. IEEE (The Computer Society of the IEEE), 1988.
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36Harri Jäppinen, Timo Honkela, Heikki Hyötyniemi, and Aarno Lehtola. A multilevel natural language processing model. Nordic Journal of Linguistics, 11:69–82, 1988.
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35Aarno Lehtola, Timo Honkela, Heikki Hyötyniemi, and Harri Jäppinen. Task oriented knowledge representation languages for nlp-systems. In Proceedings of ISMIS'88, 3rd International Symposium on Methodologies for Intelligent Systems, pages 250–259. North-Holland, 1988.
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34Aarno Lehtola and Timo Honkela. AWARE - a transformation system for semantic analysis of natural language. In Proceedings of STeP-88, Finnish Artificial Intelligence Symposium, pages 100–109. Finnish Artificial Intelligence Society, 1988.
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33Aarno Lehtola, Timo Honkela, Heikki Hyötyniemi, and Harri Jäppinen. Knowledge languages and metatools for natural language processing. In Proceedings of ICSC'88, International Computer Science Conference'88., pages 273–280. IEEE Computer Society, IEEE Hongkong Section, 1988.
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1987

32Ilkka Niemelä and Heikki Tuominen. Helsinki logic machine: a system for logical expertise. Technical Report B1, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, December 1987.
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31Mikko Tiusanen. Specification of a net description language compiler. Research Report A4, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, November 1987.
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30Esa Montonen, Leo Ojala, and Timo Tuuliniemi. A PrT-net representation of graph grammars. Research Report A3, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, October 1987.
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29Viktor I. Varshavsky. Hardware support of parallel asynchronous processes. Research Report A2, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, September 1987.
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28Tapio Halkola, Kaj Johansson, and Leo Ojala. Modelling orel message solution protocols for agreement problems in fault-tolerant distributed systems using predicate/transition nets. Research Report A1, Helsinki University of Technology, Digital Systems Laboratory, Espoo, Finland, August 1987.
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27Ilkka Niemelä. Nonmonotonic logic in knowledge-based systems. Master's Thesis (in Finnish), Helsinki University of Technology, Department of Electrical Engineering, 1987.
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26Heikki Mannila and E. Ukkonen. Flow analysis of prolog programs. In Proceedings, 1987 Symposium on Logic Programming, pages 205–214, 1987.
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25Heikki Mannila and K.-J. Räihä. Dependency inference. In Proceedings of the 13th International Conference on Very Large Data Bases, pages 155–158, 1987.
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1986

24Ilkka Niemelä and H. Tuominen. A system for logical expertise. In Proceedings of the Finnish Artificial Intelligence Symposium, Volume 2, pages 44–53, Espoo, Finland, August 1986. Finnish Society of Information Processing Science.
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23Ilkka Niemelä. A survey of nonmonotonic logic (in Finnish). Internal report A22, Helsinki University of Technology, Digital Systems Laboratory, Espoo, 1986.
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22Heikki Mannila and K.-J. Räihä. Inclusion dependencies in database design. In International Conference on Data Engineering, pages 713–718, 1986.
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21Heikki Mannila and K.-J. Räihä. Test data for relational queries. In Fifth ACM SIGACT-SIGMOD Symposium on Principles of Database Systems, pages 217–223, 1986.
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20Heikki Mannila and E. Ukkonen. The set union problem with backtracking. In Automata, Languages and Programming, Thirteenth International Colloquium, pages 236–243, 1986.
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19Heikki Mannila and E. Ukkonen. On the complexity of unification sequences. In Third International Conference on Logic Programming, pages 122–133, 1986.
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18Heikki Mannila and E. Ukkonen. Timestamped term representation for implementing prolog. In Third IEEE Conference on Logic Programming, pages 159–167, 1986.
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17Heikki Mannila and K.-J. Räihä. Design by example: an application of Armstrong relations. Journal of Computer and System Sciences, 33(2):126–141, 1986.
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1985

16Heikki Mannila. Measures of presortedness and optimal sorting algorithms. IEEE Transactions on Computers, C-34:318–325, April 1985.
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15Heikki Mannila and D. Wood. A simple proof of the rectilinear art gallery theorem. International Journal of Computer Mathematics, 17:141–149, 1985.
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14Heikki Mannila and K. Mehlhorn. A fast algorithm for renaming a set of clauses as a horn set. Information Processing Letters, 21:269–272, 1985.
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13Heikki Mannila and Kari-Jouko Räihä. Small armstrong relations for database design. In Fourth ACM Symposium on Principles of Database Systems, pages 245–250, 1985.
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12R.J.R. Back and Heikki Mannila. On the suitability of trace semantics for modular proofs of communicating processes (full version). Theoretical Computer Science, 39:47–68, 1985.
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1984

11Heikk Mannila and Esko Ukkonen. A simple linear-time algorithm for in situ merging. Information Processing Letters, 18(4):203–208, May 1984.
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10R.J.R. Back and Heikki Mannila. A semantic approach to program modularity. Information and Control, 60(1-3):138–167, March 1984.
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9Heikki Mannila. Measures of presortedness and optimal sorting algorithms. In Automata, Languages, and Programming, Eleventh Colloquium, pages 324–336, 1984.
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1983

8R.J.R. Back, Heikki Mannila, and Kari-Jouko Räihä. Derivation of efficient dag marking algorithms. In Proceedings of the Tenth Annual ACM Symposium on Principles of Programming Languages, pages 20–27, 1983.
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7R.J.R. Back and Heikki Mannila. On the suitability of trace semantics for modular proofs of communicating processes. In Third Conference on Foundations of Software Technology and Theoretical Computer Science, pages 40–65, 1983.
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6Heikki Mannila. A topological characterization of -compactness. Annals of Pure and Applied Logic, 25:301–305, 1983.
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5Heikki Mannila and Kari-Jouko Räihä. On the relationship of minimum and optimum covers for a set of functional dependencies. Acta Informatica, 20:143–158, 1983.
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4Erkki Oja and Maija Kuusela. The alsm algorithm - an improved subspace method of classification. Pattern Recognition, 16(4):421–427, 1983.
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1982

3R.J.R. Back and Heikki Mannila. Locality in modular systems. In Proceedings of the Ninth International Colloquium on Automata, Languages and Programming, pages 1–13. Springer-Verlag, 1982.
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2R.J.R. Back and Heikki Mannila. A refinement of kahn's semantics to handle non-determinism and communication. In Proceedings of the ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing, pages 111–120, 1982.
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1979

1Erkki Oja. On the construction of projectors using products of elementary matrices. IEEE Trans. Computers, 28(1):65–66, 1979.
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