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Missing-Feature Reconstruction With a Bounded Nonlinear State-Space Model.
Ulpu Remes, Kalle J. Palomäki, Tapani Raiko, Antti Honkela, and Mikko Kurimo IEEE Signal Process. Lett. 18(10):563-566 (2011)
to dblp by dblp on Feb 6, 2012, 12:00 AM
URL | BibTeX
Learning a taxonomy from a set of text documents.
Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Víctor Fresno, Raquel Martínez-Unanue, and Timo Honkela Appl. Soft Comput. 12(3):1138-1148 (2012)
to dblp by dblp on Feb 3, 2012, 12:00 AM
URL | BibTeX
Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering.
Mari-Sanna Paukkeri, Ilkka Kivimäki, Santosh Tirunagari, Erkki Oja, and Timo Honkela ICONIP 3, volume 7064 of Lecture Notes in Computer Science, page 167-176. Springer, (2011)
to dblp by dblp on Nov 15, 2011, 12:00 AM
URL | BibTeX
Analyzing Emotional Semantics of Abstract Art Using Low-Level Image Features.
He Zhang, Eimontas Augilius, Timo Honkela, Jorma Laaksonen, Hannes Gamper, and Henok Alene IDA, volume 7014 of Lecture Notes in Computer Science, page 413-423. Springer, (2011)
to dblp by dblp on Oct 25, 2011, 12:00 AM
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Text Mining and Qualitative Analysis of an IT History Interview Collection.
Petri Paju, Eric Malmi, and Timo Honkela History of Nordic Computing, volume 350 of IFIP Publications, page 433-443. Springer, (2010)
to dblp by dblp on Oct 16, 2011, 12:00 AM
URL | BibTeX
Variational learning and bits-back coding: an information-theoretic view to Bayesian learning.
Antti Honkela, and Harri Valpola IEEE Transactions on Neural Networks 15(4):800-810 (2004)
to dblp by dblp on Sep 9, 2011, 12:00 AM
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Using Kernel PCA for Initialisation of Variational Bayesian Nonlinear Blind Source Separation Method.
Antti Honkela, Stefan Harmeling, Leo Lundqvist, and Harri Valpola ICA, volume 3195 of Lecture Notes in Computer Science, page 790-797. Springer, (2004)
to dblp by dblp on Jul 8, 2011, 12:00 AM
URL | BibTeX
Post-nonlinear Independent Component Analysis by Variational Bayesian Learning.
Alexander Ilin, and Antti Honkela ICA, volume 3195 of Lecture Notes in Computer Science, page 766-773. Springer, (2004)
to dblp by dblp on Jul 8, 2011, 12:00 AM
URL | BibTeX
A Generative Approach for Image-Based Modeling of Tumor Growth.
Bjoern H. Menze, Koen Van Leemput, Antti Honkela, Ender Konukoglu, Marc-André Weber, Nicholas Ayache, and Polina Golland IPMI, volume 6801 of Lecture Notes in Computer Science, page 735-747. Springer, (2011)
to dblp by dblp on Jun 20, 2011, 12:00 AM
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Connectionist Analysis and Creation of Context for Natural Language Understanding and Knowledge Management.
Timo Honkela CONTEXT, volume 1688 of Lecture Notes in Computer Science, page 479-482. Springer, (1999)
to dblp by dblp on Jun 20, 2011, 12:00 AM
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Emotional Disorders in Autonomous Agents?
Aapo Hyvärinen, and Timo Honkela ECAL, volume 1674 of Lecture Notes in Computer Science, page 350-354. Springer, (1999)
to dblp by dblp on Jun 20, 2011, 12:00 AM
URL | BibTeX
Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World.
Yasir Mehmood, Mudassar Abbas, Xi Chen, and Timo Honkela WSOM, volume 6731 of Lecture Notes in Computer Science, page 160-167. Springer, (2011)
to dblp by dblp on Jun 16, 2011, 12:00 AM
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Media Map: A Multilingual Document Map with a Design Interface.
Timo Honkela, Jorma Laaksonen, Hannele Törrö, and Juhani Tenhunen WSOM, volume 6731 of Lecture Notes in Computer Science, page 247-256. Springer, (2011)
to dblp by dblp on Jun 16, 2011, 12:00 AM
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Accelerating Cyclic Update Algorithms for Parameter Estimation by Pattern Searches.
Antti Honkela, Harri Valpola, and Juha Karhunen Neural Processing Letters 17(2):191-203 (2003)
to dblp by dblp on May 31, 2011, 12:00 AM
URL | BibTeX
Websom for Textual Data Mining.
Krista Lagus, Timo Honkela, Samuel Kaski, and Teuvo Kohonen Artif. Intell. Rev. 13(5-6):345-364 (1999)
to dblp by dblp on May 19, 2011, 12:00 AM
URL | BibTeX
Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration
K. Lagus, T. Honkela, S. Kaski, and T. Kohonen (1996)
to imported by wyswilson and 3 other users on Apr 14, 2011, 7:06 AM
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tigre: Transcription factor inference through gaussian process reconstruction of expression for bioconductor.
Antti Honkela, Pei Gao, Jonatan Ropponen, Magnus Rattray, and Neil D. Lawrence Bioinformatics 27(7):1026-1027 (2011)
to dblp by dblp on Apr 7, 2011, 12:00 AM
URL | BibTeX
Approximate Riemannian Conjugate Gradient Learning for Fixed-Form Variational Bayes.
Antti Honkela, Tapani Raiko, Mikael Kuusela, Matti Tornio, and Juha Karhunen Journal of Machine Learning Research (2010)
to dblp by dblp on Apr 1, 2011, 12:00 AM
URL | BibTeX
Negative Selection of Written Language Using Character Multiset Statistics.
Matti Pöllä, and Timo Honkela J. Comput. Sci. Technol. 25(6):1256-1266 (2010)
to dblp by dblp on Jan 21, 2011, 12:00 AM
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Learning taxonomic relations from a set of text documents.
Mari-Sanna Paukkeri, Alberto Pérez García-Plaza, Sini Pessala, and Timo Honkela IMCSIT, page 105-112. (2010)
to dblp by dblp on Jan 13, 2011, 12:00 AM
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