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225 | Alfredo A. Kalaitzis, Pei Gao, Antti Honkela, and Neil D. Lawrence. gptk: Gaussian Processes Tool-Kit. CRAN, December 2010. Computer program. |
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224 | Leo Lahti. Probabilistic Analysis of the Human Transcriptome with Side Information. Diss, AALTO-ICS, ESPOO, December 2010. |
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223 | Markus 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. |
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222 | Reima 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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221 | Yu 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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220 | Sakari 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. |
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219 | Antti 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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218 | Antti 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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217 | Anu 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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216 | Mats 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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215 | R. 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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214 | Matti 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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213 | Yoan 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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212 | M.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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211 | T. 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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210 | Mari-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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209 | Miika-Petteri Matikainen and Antti Honkela. tigreBrowser: Gene expression model browser for results from tigre R package, September 2010. Computer program. |
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208 | Francesco 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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207 | Konsta 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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206 | Ville 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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205 | T. 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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204 | Tanel 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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203 | C. 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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202 | Mikko 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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201 | Mirjam 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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200 | Mikko 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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199 | Oskar 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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198 | Mirjam 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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197 | Zhirong 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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196 | Sami 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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195 | Tomi 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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194 | Tommi 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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193 | Jort 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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192 | Federico 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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191 | Federico 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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190 | Mats 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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189 | Mats 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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188 | Jaakko 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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187 | Kenneth 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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186 | Miguel 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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185 | Zhirong 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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184 | Antti 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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183 | Sami 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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182 | Tomi 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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181 | Alexander 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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180 | Dusan 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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179 | Francesco 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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178 | Federico 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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177 | Federico 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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176 | KyungHyun 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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175 | Mari-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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174 | Tanel Alumäe and Mikko Kurimo. Domain adaptation of maximum entropy language models. In Proceedings of the ACL 2010. ACL, July 2010. |
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173 | Mikko 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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172 | Mikko 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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171 | Oskar 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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170 | Katariina 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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169 | Tapani 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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168 | Junichi 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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167 | Sami 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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166 | Tomi 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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165 | Tomi 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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164 | Souhaib 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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163 | Antti 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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162 | Fernando 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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161 | Dusan 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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160 | Alberto 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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159 | Janne 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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158 | Ilari 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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157 | Janne 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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156 | Jaakko 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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155 | Ville 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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154 | Peter 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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153 | Amaury Lendasse, Timo Honkela, and Olli Simula. European symposium on times series prediction. Neurocomputing, 73(10–12):1919–1922, June 2010. |
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152 | Alberto 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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151 | Jefrey 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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150 | Jefrey 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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149 | Markus 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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148 | Mikko 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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147 | Mikko 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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146 | Paul 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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145 | Seppo 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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144 | Tuomas 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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143 | Yoan 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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142 | Janne 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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140 | Kimmo 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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138 | Antti 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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137 | Antti 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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136 | Mark 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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135 | Anu 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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134 | Laxman 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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133 | Markus 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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132 | Yoan 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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131 | Yoan 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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129 | Miki 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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128 | Matthew 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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20 | Jaakko 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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19 | Simon 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. |
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18 | Abhishek 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. |
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17 | Jarkko 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. |
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16 | Jaakko 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/. |
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15 | Harri 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. |
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14 | André Schumacher. Distributed Optimization Algorithms for Multihop Wireless Networks. PhD thesis, Aalto University School of Science and Technology, 2010. |
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13 | Jaakko 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. |
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12 | Timo Honkela. Tietokone tallentajasta tulkitsijaksi: Representaatio tietojenkäsittelytieteessä, pages 305–330. Gaudeamus Helsinki University Press, Helsinki, 2010. |
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11 | Timo 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. |
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10 | Timo 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. |
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9 | Timo Honkela, Tiina Lindh-Knuutila, and Krista Lagus. Measuring Adjective Spaces. Proceedings of ICANN 2010, Artificial Neural Networks, pages 351–355, 2010. |
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8 | Jorge 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. |
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7 | Tommi 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. |
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6 | Tero 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. |
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5 | Maija 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. |
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4 | Mikael 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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3 | Tommi 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. |
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2 | Veli 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. |
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1 | Yoan 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. |
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