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Timo Honkela
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Year
WEBSOM–self-organizing maps of document collections
S Kaski, T Honkela, K Lagus, T Kohonen
Neurocomputing 21 (1-3), 101-117, 1998
5001998
Kohonen network
T Kohonen, T Honkela
Scholarpedia 2 (1), 1568, 2007
3662007
Self-organizing maps of very large document collections: Justification for the WEBSOM method
T Honkela, S Kaski, T Kohonen, K Lagus
Classification, Data Analysis, and Data Highways: Proceedings of the 21st …, 1998
3621998
Self-Organizing Maps of Document Collections: A New Approach to Interactive Exploration.
K Lagus, T Honkela, S Kaski, T Kohonen
KDD 96, 238-243, 1996
2881996
Self-organizing maps in natural language processing
T Honkela
Helsinki University of Technology, 1997
2231997
Newsgroup exploration with WEBSOM method and browsing interface
T Honkela, S Kaski, K Lagus, T Kohonen
Technical report 32, 1996, 1996
2131996
Contextual relations of words in Grimm tales analyzed by self-organizing map
T Honkela, V Pulkki, T Kohonen
Proceedings of ICANN-95, international conference on artificial neural …, 1995
2001995
Text mining in qualitative research: Application of an unsupervised learning method
N Janasik, T Honkela, H Bruun
Organizational Research Methods 12 (3), 436-460, 2009
1752009
WEBSOM for textual data mining
K Lagus, T Honkela, S Kaski, T Kohonen
Artificial Intelligence Review 13 (5), 345-364, 1999
1551999
Self-organization and missing values in SOM and GTM
T Vatanen, M Osmala, T Raiko, K Lagus, M Sysi-Aho, M Orešič, T Honkela, ...
Neurocomputing 147, 60-70, 2015
1522015
Adaptive ensemble models of extreme learning machines for time series prediction
M Van Heeswijk, Y Miche, T Lindh-Knuutila, PAJ Hilbers, T Honkela, ...
International Conference on Artificial Neural Networks, 305-314, 2009
1412009
Very large two-level SOM for the browsing of newsgroups
T Kohonen, S Kaski, K Lagus, T Honkela
International Conference on Artificial Neural Networks, 269-274, 1996
1381996
Creating an order in digital libraries with self-organizing maps
S Kaski, T Honkela, K Lagus, T Kohonen
Proceedings of WCNN 96, 15-18, 1996
1151996
Exploration of full-text databases with self-organizing maps
T Honkela, S Kaski, K Lagus, T Kohonen
Proceedings of International Conference on Neural Networks (ICNN'96) 1, 56-61, 1996
871996
Counterintuitiveness as the hallmark of religiosity
I Pyysiäinen, M Lindeman, T Honkela
Religion 33 (4), 341-355, 2003
862003
A language-independent approach to keyphrase extraction and evaluation
MS Paukkeri, IT Nieminen, M Pöllä, T Honkela
Coling 2008: Companion volume: Posters, 83-86, 2008
742008
Artificial neural networks and machine learning–ICANN 2011
J Masci, U Meier, D Cireşan, J Schmidhuber, T Honkela, W Duch, ...
Proceedings of the 21st International Conference on Artificial Neural …, 2011
682011
Analyzing emotional semantics of abstract art using low-level image features
H Zhang, E Augilius, T Honkela, J Laaksonen, H Gamper, H Alene
International symposium on intelligent data analysis, 413-423, 2011
602011
Complexity of European Union Languages: A comparative approach∗
M Sadeniemi, K Kettunen, T Lindh-Knuutila, T Honkela
Journal of Quantitative Linguistics 15 (2), 185-211, 2008
552008
Inferior parietal lobule and early visual areas support elicitation of individualized meanings during narrative listening
S Saalasti, J Alho, M Bar, E Glerean, T Honkela, M Kauppila, M Sams, ...
Brain and behavior 9 (5), e01288, 2019
542019
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Articles 1–20