Publications in 2008

237Elia Liitiäinen, Francesco Corona, and Amaury Lendasse. On non-parametric residual variance estimation. Neural Processing Letters, 28(3):155–167, December 2008.
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236Marcus Dobrinkat. Domain adaptation in statistical machine translation systems via user feedback. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, December 2008.
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235Janne Sinkkonen, Juuso Parkkinen, Janne Aukia, and Samuel Kaski. A simple infinite topic mixture for rich graphs and relational data. In Proceedings of the NIPS 2008 Workshop on Analyzing Graphs: Theory and Applications, December 12 2008. Extended Abstract.
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234Tomi Janhunen. Removing redundancy from answer set programs. In Enrico Pontelli and Maria Garcia de La Banda, editors, Proceedings of the 24th International Conference on Logic Programming, pages 729–733, Udine, Italy, December 2008. Springer-Verlag. LNCS 5366.
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233Francesco Corona, Satu-Pia Reinikainen, Kari Aaljoki, Annikki Perkkiö, Elia Liitiäinen, Roberto Baratti, Amaury Lendasse, and Olli Simula. Wavelength selection using the measure of topological relevance on the self-organizing map. Journal of Chemometrics, 22(11–12):610–620, November-December 2008.
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232Markus Koskela, Mats Sjöberg, Ville Viitaniemi, and Jorma Laaksonen. PicSOM experiments in TRECVID 2008. In Proceedings of the TRECVID 2008 Workshop, Gaithersburg, MD, USA, November 2008. Available online at http://www-nlpir.nist.gov/projects/tvpubs/tv.pubs.org.html.
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231Matti Pöllä, Timo Honkela, and Xiao-Zhi Gao. Biologically inspired clustering: Comparing the neural and immune paradigms. In Proceedings of NICSO 2007 Workshop on Nature Inspired Cooperative Strategies for Optimization, volume 129 of Studies in Computational Intelligence (SCI), pages 179–188, Acireale, Italy, November 2008. Springer-Verlag.
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230Tomi Janhunen, Ilkka Niemelä, and Mark Sevalnev. Computing stable models via reductions to boolean circuits and difference logic. In Marc Denecker, editor, Proceedings of the 2nd International Workshop on Logic and Search, pages 16–30, Leuven, Belgium, November 2008.
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229Alberto Guillén, Dusan Sovilj, Fernando Mateo, Ignacio Rojas, and Amaury Lendasse. New methodologies based on delta test for variable selection in regression problems. In Workshop on Parallel Architectures and Bioinspired Algorithms, Toronto, Canada, October 25-29 2008.
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228Elia Liitiäinen, Francesco Corona, and Amaury Lendasse. A boundary corrected expansion of the moments of nearest neighbor distributions. Technical Report TKK-ICS-R9, Helsinki University of Technology, October 18 2008.
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227Sisko Anttila, Sakari Knuutila, Jaakko Hollmén, Salla Ruosaari, Harriet Wikman-Kocher, and Penny Nymark. Method of identifying lung cancers associated with asbestos-exposure. EPO1977010, October 2008. patent.
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226Mikko Korpela, Harri Mäkinen, Mika Sulkava, Pekka Nöjd, and Jaakko Hollmén. Smoothed prediction of the onset of tree stem radius increase based on temperature patterns. In Jean-Francois Boulicaut, Michael Berthold, and Tamás Horváth, editors, Proceedings of the 11th International Conference on Discovery Science (DS-2008), volume 5255 of Lecture Notes in Artificial Intelligence, pages 100–110. Springer-Verlag, October 2008. Budapest, Hungary.
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225Jaakko Peltonen, Mikko A. Uusitalo, and Joni Pajarinen. Nano-scale fault tolerant machine learning for cognitive radio. In Jose C. Principe, Deniz Erdogmus, and Tülay Adali, editors, Proceedings of IEEE International Workshop on Machine Learning for Signal Processing, pages 163–168, Cancún, Mexico, October 2008.
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224Pauli Miettinen, Taneli Mielikainen, Aristides Gionis, Gautam Das, and Heikki Mannila. The discrete basis problem. IEEE Transactions on Knowledge and Data Engineering, 20(10), October 2008.
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223Nikolaj Tatti. Maximum entropy based significance of itemsets. Knowledge and Information Systems, 17(1), Oct 2008.
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222Mikko Alava, John Ardelius, Erik Aurell, Petteri Kaski, Supriya Krishnamurthy, and Pekka Orponen. Circumspect descent prevails in solving random constraint satisfaction problems. Proceedings of the National Academy of Sciences (USA), 105(40):15253–15257, October 2008.
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221Pekka Orponen, Satu Elisa Schaeffer, and Vanesa Avalos Gaytán. Locally computable approximations for spectral clustering and absorption times of random walks. Technical Report cs.DM/0810.4061, arXiv.org, October 2008.
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220Dusan Sovilj, Antti Sorjamaa, and Yoan Miche. Tabu search with delta test for time series prediction using OP-KNN. In Amaury Lendasse, editor, ESTSP, European Symposium on Time Series Prediction, pages 187–196, Porvoo, Finland, September 17-19 2008. Multiprint Oy / Otamedia , Espoo, Finland.
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219Elia Liitiäinen, Amaury Lendasse, and Francesco Corona. Bounds on the mean power-weighted nearest neighbour distance. Proceedings of the Royal Society A, 464(2097):2293–2301, September 2008.
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218Federico Montesino Pouzols, Amaury Lendasse, and Angel Barriga Barros. xftsp: a tool for time series prediction by means of fuzzy inference systems. In 4th IEEE International Conference on Intelligent Systems (IS08), volume 1, pages 2–2–2–7, Varna, Bulgaria, September 2008.
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217Federico Montesino Pouzols and Angel Barriga Barros. Regressive fuzzy inference models with clustering identification: Application to the ESTSP08 competition. In M. Verleysen, editor, 2nd European Symposium on Time Series Prediction (ESTSP08), pages 205–214, Porvoo, Finland, September 2008. d-side publ. (Evere, Belgium).
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216Konsta Sirvio and Jaakko Hollmén. Spatio-temporal road condition forecasting with Markov chains and artificial neural networks. In Emilio Corchado, Ajith Abraham, and Witold Pedrycz, editors, Third International Workshop in Hybrid Artificial Intelligent Systems (HAIS'08), volume 5271 of Lecture Notes in Artificial Intelligence, pages 204–211. Springer-Verlag, September 2008. Burgos, Spain.
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215Mika Sulkava, Harri Mäkinen, Pekka Nöjd, and Jaakko Hollmén. Automatic detection of onset and cessation of tree stem radius increase using dendrometer data and CUSUM charts. In Amaury Lendasse, editor, European Symposium on Time Series Prediction – ESTSP'08, Proceedings, pages 77–86, Porvoo, Finland, September 2008. Helsinki University of Technology, Multiprint Oy / Otamedia.
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214Marcin Blachnik and Jorma Laaksonen. Image classification by histogram features created with learning vector quantization. In Proceedings of International Conference on Artificial Neural Networks (ICANN'08), pages 827–836, September 2008.
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213Ville Viitaniemi and Jorma Laaksonen. Experiments on selection of codebooks for local image feature histograms. In Monica Sebillo, Giuliana Vitiello, and Gerald Schaefer, editors, Proceedings of the 10th International Conference on Visual Information Systems (VISUAL 2008), volume 5188 of Lecture Notes in Computer Science, pages 126–137, Salerno, Italy, September 2008. Springer Verlag.
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212Ville Viitaniemi and Jorma Laaksonen. Techniques for image classification, object detection and object segmentation. In Monica Sebillo, Giuliana Vitiello, and Gerald Schaefer, editors, Proceedings of the 10th International Conference on Visual Information Systems (VISUAL 2008), volume 5188 of Lecture Notes in Computer Science, pages 231–234, Salerno, Italy, September 2008. Springer.
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211Fernando Mateo and Amaury Lendasse. A variable selection approach based on the delta test for extreme learning machine models. In M. Verleysen, editor, Proceedings of the European Symposium on Time Series Prediction, pages 57–66. d-side publ. (Evere, Belgium), September 2008.
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210Alberto Guillén, Luis Herrera, Gines Rubio, Amaury Lendasse, Hector Pomares, and Ignacio Rojas. Instance or prototype selection for function approximation using mutual information. In Amaury Lendasse, editor, ESTSP'08 Proceedings, pages 67–75, September 2008.
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209Matti Pöllä and Timo Honkela. Change detection of text documents using negative first-order statistics. In Poceedings of AKRR'08, The Second International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning, pages 48–55, Porvoo, Finland, September 2008.
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208Nicolau Gonçalves and Ricardo Vigário. Semi-automatic approach for brain tissue segmentation using MRI. In 1st INCF Congress of Neuroinformatics: Databasing and Modeling the Brain (Neuroinformatics 2008), page 106, Stockholm, Sweden, September 2008. Poster.
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207Qi Yu, Antti Sorjamaa, Yoan Miche, Amaury Lendasse, Alberto Guillén, Eric Séverin, and Fernando Mateo. Optimal pruned k-nearest neighbors: OP-KNN - application to financial modeling. In HIS 2008, 8th International Conference on Hybrid Intelligent Systems, pages 764–769, September 10-12 2008.
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206Qi Yu, Antti Sorjamaa, Yoan Miche, and Eric Séverin. A methodology for time series prediction in finance. In ESTSP08, 2nd European Symposium on Time Series Prediction, pages 285–293, September 17-19 2008.
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205Timo Honkela, Mari-Sanna Paukkeri, Matti Pöllä, and Olli Simula, editors. Proceedings of AKRR'08, International and Interdisciplinary Conference on Adaptive Knowledge Representation and Reasoning. Helsinki University of Technology, Espoo, Finland, September 2008.
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204Martin Gebser, Tomi Janhunen, Max Ostrowski, Torsten Schaub, and Sven Thiele. A versatile intermediate language for answer set programming. In Maurice Pagnucco and Michael Thielscher, editors, Proceedings of the 12th International Workshop on Nonmonotonic Reasoning, pages 150–159, Sydney, Australia, September 2008. University of New South Wales, School of Computer Science and Engineering, Techical Report, UNSW-CSE-TR-0819.
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203Ville T. Turunen. Reducing the effect of OOV query words by using morph-based spoken document retrieval. In Proceedings of the 9th Annual Conference of the International Speech Communication Association (Interspeech 2008), pages 2158–2161, September 2008.
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202Jarkko Ylipaavalniemi and Ricardo Vigário. Matching complex activation patterns with features of natural stimuli. In 1st INCF Congress of Neuroinformatics: Databasing and Modeling the Brain (Neuroinformatics 2008), page 71, Stockholm, Sweden, September 2008. Poster.
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201Yoan Miche, Antti Sorjamaa, and Amaury Lendasse. OP-ELM: Theory, experiments and a toolbox. In Roman Neruda Vera Kurková and Jan Koutník, editors, LNCS - Artificial Neural Networks - ICANN 2008 - Part I, volume 5163/2008 of Lecture Notes in Computer Science, pages 145–154. Springer Berlin / Heidelberg, September 2008.
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200Jarkko Tikka and Jaakko Hollmén. A sequential input selection algorithm for long-term prediction of time series. Neurocomputing, 71(13–15):2604–2615, August 2008.
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199Mari-Sanna Paukkeri, Ilari T. Nieminen, Matti Pöllä, and Timo Honkela. A language-independent approach to keyphrase extraction and evaluation. In Coling 2008: Companion volume: Posters, pages 83–86, Manchester, UK, August 2008. Coling 2008 Organizing Committee.
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198Tapani Raiko, Pentti Haikonen, and Jaakko Väyrynen editors, editors. AI and Machine Consciousness, Proceedings of the 13th Finnish Artificial Intelligence Conference (STeP 2008). Finnish Artificial Intelligence Society, Espoo, Finland, August 2008.
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197Tapani Raiko and Jaakko Peltonen. Application of uct search to the connection games of hex, y, *star, and renkula!. In Proc. of the Finnish Artificial Intelligence Conference (STeP 2008), pages 89–93, Espoo, Finland, August 2008.
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196Ulpu Remes, Kalle J. Palomäki, and Mikko Kurimo. Missing feature reconstruction and acoustic model adaptation combined for large vocabulary continuous speech recognition. In Proc. EUSIPCO, Lausanne, Switzerland, August 25–29 2008.
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195Roland Axelsson, Keijo Heljanko, and Martin Lange. Analyzing context-free grammars using an incremental SAT solver. In Luca Aceto, Ivan Damgård, Leslie Ann Goldberg, Magnús M. Halldórsson, Anna Ingólfsdóttir, and Igor Walukiewicz, editors, Proceedings of the 35th International Colloquium on Automata, Languages, and Programming (ICALP'08), Part II, volume 5126 of Lecture Notes in Computer Science, pages 410–422, Reykjavik, Iceland, July 2008. Springer-Verlag.
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194K. J. Palomäki and G. J. Brown. A computational model of binaural speech intelligibility level difference. In Acoustics 2008, J. Acoust. Soc. Am. 123, page 3715, Paris, France, July 2008. abstract only publication.
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193G. J. Brown and K. J. Palomäki. A reverberation-robust automatic speech recognition system based on temporal masking. In Acoustics 2008, J. Acoust. Soc. Am. 123, page 2978, Paris, France, July 2008. abstract only publication.
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192U. Remes, K. J. Palomäki, and M. Kurimo. Speaker adaptation combined with missing data reconstruction. In Acoustics 2008, J. Acoust. Soc. Am. 123, page 3181, Paris, France, July 2008. abstract only publication.
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191Tomi Janhunen. Modular equivalence in general. In Malik Ghallab, Constantine Spyropoulos, Nikos Fakotakis, and Nikos Avouris, editors, Proceedings of the 18th European Conference on Artificial Intelligence, pages 75–79, Patras, Greece, July 2008. IOS Press.
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190Antti Sorjamaa, Yoan Miche, Robert Weiss, and Amaury Lendasse. Long-term prediction of time series using NNE-based projection and OP-ELM. In IEEE World Conference on Computational Intelligence, pages 2675–2681, Hong Kong, June 2008. Research Publishing Services, Chennai, India.
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189Matti Koskimies. Applying model checking to analysing safety instrumented systems. Research Report TKK-ICS-R5, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, June 2008.
NOTE: Reprint of Master's thesis
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188Jani Lampinen. Interface specification methods for software components. Research Report TKK-ICS-R4, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, June 2008.
NOTE: Reprint of Master's thesis
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187Jussi Lahtinen. Model checking timed safety instrumented systems. Research Report TKK-ICS-R3, Helsinki University of Technology, Department of Information and Computer Science, Espoo, Finland, June 2008.
NOTE: Reprint of Master's thesis
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186Federico Montesino-Pouzols, Angel Barriga, Diego R. Lopez, and Santiago Sánchez-Solano. Linguistic Summarization of Network Traffic Flows. In 17th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2008), IEEE World Congress on Computational Intelligence, pages 619–624, Hong Kong, China, June 2008.
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185Federico Montesino Pouzols, Amaury Lendasse, and Angel Barriga Barros. Fuzzy inference based autoregressors for time series prediction using nonparametric residual variance estimation. In 17th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'2008), IEEE World Congress on Computational Intelligence, pages 613–618, Hong Kong, China, June 2008.
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184Yrjö Rauste, Anne Lönnqvist, Matthieu Molinier, Heikki Ahola, Jaan Praks, Teemu Tares, Jorma Laaksonen, Kirsi Karila, and Mika Karjalainen. NewSAR project, final report 1.7.2006–31.5.2008. Technical Report VTT-R-05074-08, VTT, June 2008.
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183Qi Yu, Antti Sorjamaa, Yoan Miche, Eric Séverin, and Amaury Lendasse. OP-KNN for financial regression problems. In Mashs 08, Computational Methods for Modelling and learning in Social and Human Sciences, Créteil (France), June 5-6 2008.
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182Antti Honkela, Markus Harva, Tapani Raiko, and Juha Karhunen. Variational inference and learning for continuous-time nonlinear state-space models. In Proc. of PASCAL 2008 Workshop on Approximate Inference in Stochastic Processes and Dynamical Systems, Cumberland Lodge, UK, May 2008.
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181Jaakko Hollmén and Tapani Raiko. Learning mixture models — courseware for finite mixture distributions of multivariate Bernoulli distributions. In Stéphanie Jacquemont and Colin de la Higuera, editors, In Proceedings of Teaching Machine Learning — workshop on open problems and new directions, Saint-Étienne, France, May 2008.
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180Samuel Myllykangas, Jarkko Tikka, Tom Böhling, Sakari Knuutila, and Jaakko Hollmén. Classification of human cancers based on DNA copy number amplification modeling. BMC Medical Genomics, 1(15), May 2008.
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179Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmén, Antti Honkela, Samuel Kaski, Heikki Mannila, Erkki Oja, and Olli Simula. Macadamia: Master's programme in machine learning and data mining. In Stéphanie Jacquemont and Colin de la Higuera, editors, In Proceedings of Teaching Machine Learning — workshop on open problems and new directions, May 2008. Saint-Étienne, France.
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178Salla Ruosaari, Penny Nymark, Mervi Aavikko, Eeva Kettunen, Sakari Knuutila, Jaakko Hollmén, Hannu Norppa, and Sisko Anttila. Aberrations of chromosome 19 in asbestos-associated lung cancer and in asbestos-induced micronuclei of bronchial epithelial cells in vitro. Carcinogenesis, 29(5):913–917, May 2008.
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177Ville Viitaniemi, Mats Sjöberg, Markus Koskela, and Jorma Laaksonen. Exploiting temporal and inter-concept co-occurrence structure to detect high-level features in broadcast videos. In Proceedings of 9th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS 2008), pages 12–15, Klagenfurt, Austria, May 2008.
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176Markus Koskela, Jorma Laaksonen, Tommi Jantunen, Ritva Takkinen, Päivi Rainò, and Antti Raike. Content-based video analysis and access for finnish sign language – a multidisciplinary research project. In Proceedings of 3rd Workshop on the Representation and Processing of Sign Languages at 6th Language Resources and Evaluation Conference (LREC 2008), pages 101–104, Marrakech, Morocco, May-June 2008. Available online at http://www.lrec-conf.org/proceedings/lrec2008/workshops/W25_Proceedings.pdf.
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175Janne Valkonen, Matti Koskimies, Ville Pettersson, Keijo Heljanko, Jan-Erik Holmberg, Ilkka Niemelä, and Jari J. Hämäläinen. Formal verification of safety I&C system designs: Two nuclear power plant related applications. In Enlarged Halden Programme Group Meeting – Proceedings of the Man-Technology-Organisation Sessions, page C4.2, Loen, Norway, May 2008. Institutt for Energiteknikk, Halden, Norway.
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174Pasi Lehtimäki and Kimmo Raivio. Combining measurement data and Erlang-B formula for blocking prediction in GSM networks. In Proceedings of The 10th Scandinavian Conference on Artificial Intelligence (SCAI), pages 98–105, Stockholm, Sweden, May 26 - 28 2008.
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173M. Sirola, J. Parviainen, J. Talonen, G. Lampi, T. Alhonnoro, and R. Hakala. Early fault detection with SOM based methods and visualizations - new contents for wide monitoring screens. In Proceedings of the EHPG-Meeting of OECD Halden Reactor Project, May 2008.
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172Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmén, Antti Honkela, Samuel Kaski, Heikki Mannila, Erkki Oja, and Olli Simula. Macadamia: Master's programme in machine learning and data mining. In Teaching Machine Learning: Workshop on open problems and new directions, Saint-Étienne, France, May 2008.
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171Janne Valkonen, Ilkka Karanta, Matti Koskimies, Keijo Heljanko, Ilkka Niemelä, Dan Sheridan, and Robin E. Bloomfield. NPP safety automation systems analysis – State of the art. VTT Working Papers 94, VTT Technical Research Centre of Finland, Espoo, Finland, April 2008.
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170Amaury Lendasse and Francesco Corona. Linear projection based on noise variance estimation: Application to spectral data. In M. Verleysen, editor, Proceedings of ESANN 2008, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 457–462. d-side publ. (Evere, Belgium), April 23-25 2008.
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169T. Alhonnoro and M. Sirola. Feature selection on process fault detection and visualization. In Proceedings of the 17th European Symposium On Artificial Neural Networks ESANN'08, April 2008.
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168Markus Ojala, Niko Vuokko, Aleksi Kallio, Niina Haiminen, and Heikki Mannila. Randomization of real-valued matrices for assessing the significance of data mining results. In Proceedings of the 2008 SIAM International Conference on Data Mining (SDM '08), pages 494–505, April 2008.
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167Emil Eirola, Elia Liitiäinen, Amaury Lendasse, Francesco Corona, and Michel Verleysen. Using the delta test for variable selection. In M. Verleysen, editor, Proceedings of ESANN 2008, European Symposium on Artificial Neural Networks, Bruges (Belgium), pages 25–30. d-side publ. (Evere, Belgium), April 23-25 2008.
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166Olli Simula, Jaakko Hollmén, Kimmo Raivio, Miki Sirola, Timo Similä, Mika Sulkava, Pasi Lehtimäki, Jarkko Tikka, Jukka Parviainen, Jaakko Talonen, Golan Lampi, Mikko Multanen, Tuomas Alhonnoro, and Risto Hakala. Intelligent data engineering. In K. Raivio, R. Vigário, and L. Koivisto, editors, Biennial report 2006–2007, chapter 15, pages 207–218. Laboratory of Computer and Information Science, Adaptive Informatics Research Centre, Helsinki University of Technology, Espoo, Finland, April 2008.
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165Yoan Miche, Patrick Bas, Christian Jutten, Olli Simula, and Amaury Lendasse. A methodology for building regression models using extreme learning machine: OP-ELM. In M. Verleysen, editor, ESANN 2008, European Symposium on Artificial Neural Networks, Bruges, Belgium, pages 247–252. d-side publ. (Evere, Belgium), April 23-25 2008.
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164Federico Montesino-Pouzols, Diego R. Lopez, Angel Barriga, and Santiago Sánchez-Solano. Encyclopedia of Networked and Virtual Organizations, volume II, chapter Performance Analysis and Models of Web Traffic, pages 1196–1203. Information Science Reference (an imprint of IGI Global), Hershey, New York, USA, March 2008. ISBN: 978-1-59904-885-7.
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163Federico Montesino-Pouzols, Diego R. Lopez, Angel Barriga, and Santiago Sánchez-Solano. Encyclopedia of Networked and Virtual Organizations, volume II, chapter Performance Analysis of Multimedia Traffic, pages 1204–1209. Information Science Reference (an imprint of IGI Global), Hershey, New York, USA, March 2008. ISBN: 978-1-59904-885-7.
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162Federico Montesino-Pouzols, Angel Barriga, Diego R. Lopez, and Santiago Sánchez-Solano. Encyclopedia of Networked and Virtual Organizations, volume II, chapter Performance Analysis of Peer-to-Peer Traffic, pages 1210–1215. Information Science Reference (an imprint of IGI Global), Hershey, New York, USA, March 2008. ISBN: 978-1-59904-885-7.
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161Federico Montesino-Pouzols, Angel Barriga, Diego R. Lopez, and Santiago Sánchez-Solano. Encyclopedia of Networked and Virtual Organizations, volume II, chapter Performance Analysis of Computer Networks, pages 1216–1222. Information Science Reference (an imprint of IGI Global), Hershey, New York, USA, March 2008. ISBN: 978-1-59904-885-7.
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160Matthieu Molinier, Ville Viitaniemi, Markus Koskela, Jorma Laaksonen, Yrjö Rauste, Anne Lönnqvist, and Tuomas Häme. Improving content-based target and change detection in Alos Palsar images with efficient feature selection. In Proceedings of ESA-EUSC 2008: Image Information Mining. ESA, March 2008.
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159Javier Esparza and Keijo Heljanko. Unfoldings – A Partial-Order Approach to Model Checking. EATCS Monographs in Theoretical Computer Science. Springer-Verlag, March 2008.
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158Mikko Multanen, Kimmo Raivio, and Pasi Lehtimäki. Outlier detection in cellular network data exploration. In Proceedings of the 22nd International Conference on Advanced Information Networking and Applications (AINA), 3rd International Workshop on Performance Analysis and Enhancement of Wireless Networks (PAEWN), pages 1323–1328, Okinawa, Japan, March 25 - 28 2008.
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157Mika Sulkava, Sebastiaan Luyssaert, Pasi Rautio, Ivan A. Janssens, and Jaakko Hollmén. Quality of monitoring programmes is determined by the quality of the collected data. In European Cooperation in Science and Technology – COST Strategic Workshop ``Forest ecosystems in a changing environment: identifying future monitoring and research needs'' Meeting Documents, page 61, Istanbul, Turkey, March 2008. European Cooperation in Science and Technology Domain on Forests, their Products and Services, Johann Heinrich von Thünen Institute, Federal Research Institute for Rural Areas, Forestry and Fisheries, Institute for World Forestry, Republic of Turkey, Ministry of Environment and Forestry, General Directorate of Forestry, International Union of Forest Research Organizations Section 7.01 Impacts of air pollution and climate change on forest ecosystems, European Commission Joint Research Centre, and European Environment Agency, Republic of Turkey, Ministry of Environment and Forestry, General Directorate of Forestry.
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156Joo Yeon Cho. An improved estimate of the correlation of distinguisher for Dragon. In SASC 2008 - The State of the Art of Stream Ciphers, Lausanne, Switzerland, February 13-14, 2008, pages 11–20, February 2008.
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155Janne Valkonen, Ville Petterson, Kim Björkman, Jan-Erik Holmberg, Matti Koskimies, Keijo Heljanko, and Ilkka Niemelä. Model-based analysis of an arc protection and an emergency cooling system – MODSAFE 2007 working report. VTT Working Papers 93, VTT Technical Research Centre of Finland, Espoo, Finland, February 2008.
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154Markus Ojala. Randomization of real-valued matrices for assessing the significance of data mining results. Master's thesis, Helsinki University of Technology, Department of Information and Computer Science, February 2008.
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153Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Strategies for solving SAT in Grids by randomized search. In Serge Autexier, John Campbell, Julio Rubio, Volker Sorge, Masakazu Suzuki, and Freek Wiedijk, editors, AISC 2008, volume 5144 of Lecture Notes in Artificial Intelligence, pages 125–140. Springer, 2008.
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152Mikko Juhani Pitkanen, Xin Zhou, Antti E. J. Hyvärinen, and Henning Müller. Using the Grid for enhancing the performance of a medical image search engine. In Proceedings of the The Tewnty-First IEEE International Symposium on Computer-Based Medical Systems, June 17-19, 2008, Jyväskylä, Finland, pages 367–372. IEEE, 2008.
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151Antti E. J. Hyvärinen, Tommi Junttila, and Ilkka Niemelä. Incorporating learning in grid-based randomized sat solving. In Daniel Dochev, Marco Pistore, and Paolo Traverso, editors, AIMSA 2008, volume 5253 of Lecture Notes in Artificial Intelligence, pages 247–261. Springer, 2008.
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150Pei Gao, Antti Honkela, Magnus Rattray, and Neil D. Lawrence. Gaussian process modelling of latent chemical species: applications to inferring transcription factor activities. Bioinformatics, 24(16):i70–i75, 2008. In Proceedings of ECCB 2008.
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149Antti Honkela, Jeremias Seppä, and Esa Alhoniemi. Agglomerative independent variable group analysis. Neurocomputing, 71(7–9):1311–1320, 2008.
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148Antti Honkela, Matti Tornio, Tapani Raiko, and Juha Karhunen. Natural conjugate gradient in variational inference. In Proceedings of the 14th International Conference on Neural Information Processing (ICONIP 2007), volume 4985 of Lecture Notes in Computer Science, pages 305–314, Kitakyushu, Japan, 2008. Springer-Verlag, Berlin.
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147Alexander Ilin and Tapani Raiko. Practical approaches to principal component analysis in the presence of missing values. Technical Report TKK-ICS-R6, Helsinki University of Technology, TKK reports in information and computer science, Espoo, Finland, 2008.
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146Andrea Röck. Entropy of the internal state of an FCSR in Galois representation. In Kaisa Nyberg, editor, Fast Software Encryption - FSE 2008, volume 5086 of Lecture Notes in Computer Science, pages 343–362. Springer, 2008.
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37Petteri Kaski, Patric R. J. Östergård, Svetlana Topalova, and Rosen Zlatarski. Steiner triple systems of order 19 and 21 with subsystems of order 7. Discrete Mathematics, 308(13):2732–2741, 2008.
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36Petteri Kaski and Patric R. J. Östergård. There are exactly five biplanes with . Journal of Combinatorial Designs, 16(2):117–127, 2008.
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35Yeow Meng Chee and Petteri Kaski. An enumeration of graphical designs. Journal of Combinatorial Designs, 16(1):70–85, 2008.
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34Tapani Raiko, Alexander Ilin, and Juha Karhunen. Principal component analysis for sparse high-dimensional data. In Proceedings of the 14th International Conference on Neural Information Processing (ICONIP 2007), pages 566–575, Kitakyushu, Japan, 2008.
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33Risto M. Hakala and Kaisa Nyberg. Linear distinguishing attack on Shannon. In Yi Mu, Willy Susilo, and Jennifer Seberry, editors, Information Security and Privacy, 13th Australasian Conference, ACISP 2008, Wollongong, Australia, July 7-9, 2008, Proceedings, volume 5107 of Lecture Notes in Computer Science, pages 297–305. Springer, 2008.
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32Miki Sirola, Jukka Parviainen, Jaakko Talonen, Golan Lampi, Tuomas Alhonnoro, and Risto Hakala. Early fault detection with SOM based methods and visualizations – new contents for wide monitoring screens. In EHPG-Meeting of OECD Halden Reactor Project, 2008.
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31R. Vigário and E. Oja. BSS and ICA in neuroinformatics: From current practices to open challenges. IEEE Rev. Biomed. Eng., 1:50–61, 2008.
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30José Caldas and Samuel Kaski. Bayesian biclustering with the plaid model. In José Príncipe, Deniz Erdogmus, and Tulay Adali, editors, Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing XVIII, pages 291–296. IEEE, 2008.
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29Arto Klami and Samuel Kaski. Probabilistic approach to detecting dependencies between data sets. Neurocomputing, 72:39–46, 2008.
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28Arto Klami, Craig Saunders, Teófilo de Campos, and Samuel Kaski. Can relevance of images be inferred from eye movements?. In MIR '08: Proceeding of the 1st ACM International Conference on Multimedia Information Retrieval, pages 134–140. ACM, New York, NY, 2008.
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27Janne Nikkilä, Marko Sysi-Aho, Andrey Ermolov, Tuulikki Seppänen-Laakso, Olli Simell, Samuel Kaski, and Matej Orešic. Gender dependent progression of systemic metabolic states in early childhood. Molecular Systems Biology, 4:197, 2008.
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26Jaakko Peltonen, Yusuf Yaslan, and Samuel Kaski. Variational Bayes learning from relevant tasks only. In Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada, 2008. Proceedings at http://web.mac.com/davidrh/LMSworkshop08/Schedule.html.
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25Kai Puolamäki, Antti Ajanki, and Samuel Kaski. Learning to learn implicit queries from gaze patterns. In Andrew McCallum and Sam Roweis, editors, Proceedings of ICML 2008, Twenty-Fifth International Conference on Machine Learning, pages 760–767, Madison, WI, 2008.
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24Tapani Raiko, Kai Puolamäki, Juha Karhunen, Jaakko Hollmén, Antti Honkela, Samuel Kaski, Heikki Mannila, Erkki Oja, and Olli Simula. Macadamia: Master's programme in machine learning and data mining. In Teaching Machine Learning Workshop 2008, May 6-7, Sait-Étienne, France, 2008. Papers at http://labh-curien.univ-st-etienne.fr/informatique/tml08/programme.php.
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23Simon Rogers, Janne Sinkkonen, Arto Klami, Mark Girolami, and Samuel Kaski. Two-level infinite mixture for multi-domain data. In Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada, 2008. Proceedings at http://web.mac.com/davidrh/LMSworkshop08/Schedule.html.
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22Janne Sinkkonen, Janne Aukia, and Samuel Kaski. Infinite mixtures for multi-relational categorical data. In Samuel Kaski, S. V. N. Vishwanathan, and Stefan Wrobel, editors, 6th International Workshop on Mining and Learning with Graphs (MLG 2008), 2008. Proceedings at http://www.cis.hut.fi/MLG08.
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21Abhishek Tripathi, Arto Klami, and Samuel Kaski. Simple integrative preprocessing preserves what is shared in data sources. BMC Bioinformatics, 9:111, 2008.
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20Keisuke Yamazaki and Samuel Kaski. On asymmetric generalization error of asymmetric multitask learning. In Learning from Multiple Sources Workshop, 13 December 2008, Whistler Canada, 2008. Proceedings at http://web.mac.com/davidrh/LMSworkshop08/Schedule.html.
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19Shreyas Prasad, André Schumacher, Harri Haanpää, and Pekka Orponen. Balanced multipath source routing. In T. Vazão, M.M. Freire, and I. Chong, editors, Proceedings of the 21st International Conference on Information Networking (ICOIN'07), volume 5200/2008 of Lecture Notes in Computer Science, pages 315–324, Berlin Heidelberg, 2008. Springer-Verlag.
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18André Schumacher and Harri Haanpää. Distributed network utility maximization in wireless networks with a bounded number of paths. In Proceedings of The 3rd ACM Workshop on Performance Monitoring and Measurement of Heterogeneous Wireless and Wired Networks (PMHWN 2008), pages 96–103, New York, NY, USA, 2008. ACM.
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17André Schumacher, Pekka Orponen, Thorn Thaler, and Harri Haanpää. Lifetime maximization in wireless sensor networks by distributed binary search. In Roberto Verdone, editor, Proceedings of The 5th European Conference on Wireless Sensor Networks (EWSN 2008), volume 4913/2008 of Lecture Notes in Computer Science, pages 237–252, Berlin / Heidelberg, 2008. Springer-Verlag.
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16Kai Puolamäki, Sami Hanhijärvi, and Gemma C. Garriga. An approximation ratio for biclustering. Information Processing Letters, 108(2):45–49, 2008.
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15Sven Laur and Sylvain Pasini. Sas-based group authentication and key agreement protocols. In Public Key Cryptography - PKC 2008, 11th International Workshop on Practice and Theory in Public-Key Cryptography, Barcelona, Spain, March 9-12, 2008, volume 4939 of Lecture Notes in Computer Science, pages 197–213. Springer, 2008.
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14Sven Laur. Cryptographic Protocol Design. Doctoral dissertation, Helsinki University of Technology, 2008. TKK Dissertations in Information and Computer Science, TKK-ISC-D2.
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13Mika Sulkava. Learning from environmental data: methods for analysis of forest nutrition time series. D.Sc. thesis, Helsinki University of Technology, Dissertations in Computer and Information Science, Report D24, Espoo, Finland, January 2008.
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12Hans van Maaren and Siert Wieringa. Finding guaranteed MUSes fast. In Hans Kleine Büning and Xishun Zhao, editors, Theory and Applications of Satisfiability Testing (SAT), volume 4996 of Lecture Notes in Computer Science, pages 291–304, 2008.
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11Jaakko Talonen, Miki Sirola, and Jukka Parviainen. Leakage Detection by Adaptive Process Modeling. In Proceedings of DMIN'08, pages 49 – 52, 2008.
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10Timo Honkela, Ville Könönen, Tiina Lindh-Knuutila, and Mari-Sanna Paukkeri. Simulating processes of concept formation and communication. Journal of Economic Methodology, 15(3):245–259, 2008.
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9David Ellis, Mathias Creutz, Timo Honkela, and Mikko Kurimo. Speech to speech machine translation: Biblical chatter from Finnish to English. In Proceedings of the IJCNLP-08 Workshop on NLP for Less Privileged Languages, pages 123–130, Hyderabad, India, January 2008. Asian Federation of Natural Language Processing.
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8Markus Sadeniemi, Kimmo Kettunen, Tiina Lindh-Knuutila, and Timo Honkela. Complexity of European Union languages: A comparative approach. Journal of Quantitative Linguistics, 15(2):185–211, 2008.
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7Anna-Mari Rusanen, Otto Lappi, Timo Honkela, and Mikael Nederström. Conceptual coherence in philosophy education - visualizing initial conceptions of philosophy students with self-organizing maps. In B. C. Love, K. McRae, and V. M. Sloutsky, editors, Proceedings of the 30th Annual Conference of the Cognitive Science Society, pages pp. 64–70, Austin, TX, 2008. Cognitive Science Society.
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6Timo Honkela, Sami Virpioja, and Jaakko Väyrynen. Adaptive translation: Finding interlingual mappings using self-organizing maps. In Vera Kurková, Roman Neruda, and Jan Koutnik, editors, Proceedings of ICANN'08, volume 5163 of Lecture Notes in Computer Science, pages 603–612. Springer, 2008.
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5M. Pöllä, T. Honkela, and X.Z. Gao. Biologically Inspired Clustering: Comparing the Neural and Immune Paradigms. In Proceedinsg of NICSO 2007, Nature Inspired Cooperative Strategies for Optimization, pages 179–188. Springer, 2008.
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4Timo Honkela. Social construction of knowledge for medical research and practice: Epistemological interventions. Abstract and presentation in EASST 2008 Conference, The European Association for the Study of Science and Technology, 2008.
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3Tommi Junttila and Jori Dubrovin. Encoding queues in satisfiability modulo theories based bounded model checking. In Iliano Cervesato, Helmut Veith, and Andrei Voronkov, editors, Logic for Programming, Artificial Intelligence, and Reasoning (LPAR'08), volume 5330 of Lecture Notes in Artificial Intelligence, pages 290–304. Springer, 2008.
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2Tommi Vatanen, Mari-Sanna Paukkeri, Ilari T Nieminen, and Timo Honkela. Analyzing authors and articles using keyword extraction, self-organizing map and graph algorithms. In Proceedings of the AKRR08, pages 105–111, 2008.
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1Jarkko Ylipaavalniemi and Ricardo Vigário. Analyzing consistency of independent components: An fMRI illustration. NeuroImage, 39(1):169–180, January 2008.
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