Publications in 2011

191Janne 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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190Janne 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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189József 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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188Mats 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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187Timo 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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186Joni 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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185KyungHyun 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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184Tapani 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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183Qi 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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182Mari-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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181Prem 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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180Tuomas 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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179Tapio 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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178Jo 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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177Denis 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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176Serafín 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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175Ulpu 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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174Ville 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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173Mark 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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172Heikki 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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171Orestis 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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170József 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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169Orestis 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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168Mark 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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167Mai 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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166Ulpu 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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165Yoan 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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164Heikki 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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163Rama 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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162Hannu 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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161Reima 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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160Sami 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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159Rehan 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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158Joni 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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157Qi 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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156Cédric 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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155Dusan 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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154Konsta 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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153Jorma 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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152KyungHyun 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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151KyungHyun 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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150Roland 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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149Jussi Gillberg. Targeted learning by imposing asymmetric sparsity. Master's thesis, Aalto University, Department of Information and Computer Science, June 2011.
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148Matti Niemenmaa. Interactivity for Big Data: Preprocessing genomic data with MapReduce, jun 2011. Bachelor's thesis.
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147Serafín 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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146Sami 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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145Ilkka 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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144Alexis 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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143Hannu 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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142Peter 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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141Peter Smit. Stacked transformations for foreign accented speech recognition. Master's thesis, Aalto University School of Science, May 2011.
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140Mirjam 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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139Mika 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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138Sami 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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137Tomi 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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136Mikko 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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135Tapani 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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134Tomi 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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133Jort 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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132Sanna 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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131Kari 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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130Vassil 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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129Mika Sulkava. Nonidentiteettiongelma: Henkilöön vaikuttaminen ja hyvinvoinnin raja-arvot. Bachelor's thesis, University of Helsinki, Finland, February 2011.
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128Antti 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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127Antti 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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126Dmitry 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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125María 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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124Billy 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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123Billy 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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122Billy 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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121Billy Bob Brumley. Covert Timing Channels, Caching, and Cryptography. Doctoral dissertation, Aalto University School of Science, 2011.
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120Celine Blondeau and Benoıt Gérard. Differential Cryptanalysis of PUFFIN and PUFFIN2. In ECRYPT Workshop on Lightweight Cryptography 2011, 2011.
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119Petri 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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118Emilia Oikarinen and Stefan Woltran. Characterizing strong equivalence for argumentation frameworks. Artificial Intelligence, 175(14–15):1985–2009, 2011.
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117Eugen 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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116Eugen 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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115Eugen 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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114Tuomo 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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113Federico 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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112E. 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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111Mehmet 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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110Mehmet 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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109Alberto Guillén, Mark van Heeswijk, DuÅ¡an 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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108He 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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107He 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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106He 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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105Victor 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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104Jori Dubrovin. Efficient Symbolic Model Checking of Concurrent Systems. PhD thesis, Aalto University School of Science, 2011.
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103Alexios 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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102He 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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101He 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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100He 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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99Mats 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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98Timo 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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97Matti 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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96Joni 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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95Janne Pylkkönen. Mallikompleksisuuden vaikutus puheentunnistimen tarkkuuteen diskriminatiivisten opetusmenetelmien kanssa. In T. Kinnunen S. Werner, editor, XXVI Fonetiikan päivät 2010, pages 6–10, 2011.
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94Jussi 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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93Aleksi 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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92KyungHyun Cho. Improved Learning Algorithms for Restricted Boltzmann Machines. Master's thesis, Aalto University School of Science, 2011.
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91Jiri 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.
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90Philipp 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.
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89Kimmo 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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88Kimmo Järvinen. Optimized FPGA-based elliptic curve cryptography processor for high-speed applications. Integration, the VLSI Journal, 44(4):270–279, 2011.
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87Andrea 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.
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86Kaisa Nyberg. Cryptographic Nonlinearity (invited talk). In Reed-Muller Workshop, Tuusula, Finland, May 25-26, 2011, 2011.
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85Joo 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.
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84Miia 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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83B.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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82M.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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81B.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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80Orestis 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.
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79Joris Kinable and Orestis Kostakis. Malware Classification based on Call Graph Clustering. Journal in Computer Virology, 7(4):233–245, 2011.
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78Orestis 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.
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77Kalle 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.
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76Lauri 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.
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75Jefrey 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.
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74Hong-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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73Erik 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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72Erik Aurell and Hamed Mahmoudi. Three lemmas on the dynamic cavity method. Arxiv preprint arXiv:1104.0649, 2011.
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71Terttu 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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70Jefrey 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.
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69Panagiotis Papapetrou, Aristides Gionis, and Heikki Mannila. A shapley value approach for influence attribution. In ECML/PKDD, pages 549–564, 2011.
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68Aleksi 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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67Gemma C. Garriga, Esa Junttila, and Heikki Mannila. Banded structure in binary matrices. Knowl. Inf. Syst., 28(1):197–226, 2011.
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66Miia Hermelin and Kaisa Nyberg. Multidimensional linear distinguishing attacks and boolean functions.. Cryptography and Communications, 2011.
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65Miki 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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64Miki 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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63Mikael 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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62Matti 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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61Nima 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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60Tetsuji 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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59Nima 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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58Niko 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.
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57Aleksi 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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56Mika 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.
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55Panagiotis 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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54Panagiotis 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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53Niko 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.
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52Esa 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.
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51Charles 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.
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50Petteri 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.
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49Alexander Hulpke, Petteri Kaski, and Patric R. J. Östergård. The number of Latin squares of order 11. Mathematics of Computation, 80:1197–1219, 2011.
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48Andreas Björklund, Thore Husfeldt, Petteri Kaski, and Mikko Koivisto. Covering and packing in linear space. Information Processing Letters, 111(21–22):1033–1036, 2011.
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47Patrik 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.
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46Tapani 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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45Tapani 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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44Paul 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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43Risto 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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42Zhirong 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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41Zhirong 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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40Zhirong 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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39M. 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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38M. 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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37Antti 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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36Antti 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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35José Caldas and Samuel Kaski. Hierarchical generative biclustering for microRNA expression analysis. Journal of Computational Biology, 18:251–261, 2011.
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34Ali 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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33Riku 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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32Mehmet 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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31Timo Honkela, Wlodzislaw Duch, Mark Girolami, and Samuel Kaski, editors. Artificial Neural Networks and Machine Learning Research - ICANN 2011, Part I, Berlin, 2011. Springer.
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See www.springerlink.com ...
30Timo Honkela, Wlodzislaw Duch, Mark Girolami, and Samuel Kaski, editors. Artificial Neural Networks and Machine Learning Research - ICANN 2011, Part II, Berlin, 2011. Springer.
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29Samuel Kaski and Jaakko Peltonen. Dimensionality reduction for data visualization. IEEE Signal Processing Magazine, 28(2):100–104, 2011.
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28Arto 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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27Leo 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.
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See www.computer.org ...
26Gayle 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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25Jaakko 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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24Tommi 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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23Tommi 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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22Marko 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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21Seppo 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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20S.V.N. Vishwanathan, Samuel Kaski, Jennifer Neville, and Stefan Wrobel, editors. Machine Learning, Special Issue on Learning and Mining with Graphs, 82(2), 2011.
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19Abhishek 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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18Laxman 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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17Sami 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.
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16Marijn 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.
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15Siert Wieringa. On incremental satisfiability and bounded model checking. In First International Workshop on Design and Implementation of Formal Tools and Systems (DIFTS11), 2011.
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14Jaakko 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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13Jaakko 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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12Yasir 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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11Timo 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.
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10Jorma Laaksonen and Timo Honkela, editors. Advances in Self-Organizing Maps - Proceedings of WSOM 2011, 8th International Workshop. Springer, 2011.
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9Timo 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.
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8Timo 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.
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See www.springer.com ...
7Timo Honkela. Kunnioitusta erilaisuutta kohtaan. Tieteessä tapahtuu, 29(4-5):38–39, 2011.
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See ojs.tsv.fi ...
6Timo Honkela, Jaakko Väyrynen, and Matti Pöllä. Cognitive systems blog, year 2011. Blogspot blog, 2011. Blog.
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5Tommi 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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4Tero 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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3Tommi 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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2Zhanxing 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.
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1Kimmo Järvinen. Elliptisten käyrien salausmenetelmät ja niiden laskenta ohjelmoitavalla logiikalla. Tietojenkäsittelytiede, 32:34–47, Heinäkuu 2011.
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