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Timo Honkela
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WEBSOM–self-organizing maps of document collections
S Kaski, T Honkela, K Lagus, T Kohonen
Neurocomputing 21 (1-3), 101-117, 1998
4831998
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
3661998
Kohonen network
T Kohonen, T Honkela
Scholarpedia 2 (1), 1568, 2007
3122007
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
2841996
Self-organizing maps in natural language processing
T Honkela
Helsinki University of Technology, 1997
2151997
Newsgroup exploration with WEBSOM method and browsing interface
T Honkela, S Kaski, K Lagus, T Kohonen
Technical report 32, 1996, 1996
2101996
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
1861995
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
1462009
WEBSOM for textual data mining
K Lagus, T Honkela, S Kaski, T Kohonen
Artificial Intelligence Review 13, 345-364, 1999
1461999
Very large two-level SOM for the browsing of newsgroups
T Kohonen, S Kaski, K Lagus, T Honkela
Artificial Neural Networks—ICANN 96: 1996 International Conference Bochum …, 1996
1381996
Adaptive ensemble models of extreme learning machines for time series prediction
M Van Heeswijk, Y Miche, T Lindh-Knuutila, PAJ Hilbers, T Honkela, ...
Artificial Neural Networks–ICANN 2009: 19th International Conference …, 2009
1332009
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
1202015
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
1111996
Counterintuitiveness as the hallmark of religiosity
I Pyysiäinen, M Lindeman, T Honkela
Religion 33 (4), 341-355, 2003
862003
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
831996
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
692008
Analyzing emotional semantics of abstract art using low-level image features
H Zhang, E Augilius, T Honkela, J Laaksonen, H Gamper, H Alene
Advances in Intelligent Data Analysis X: 10th International Symposium, IDA …, 2011
512011
Learning a taxonomy from a set of text documents
MS Paukkeri, AP García-Plaza, V Fresno, RM Unanue, T Honkela
Applied Soft Computing 12 (3), 1138-1148, 2012
502012
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
492019
Statistical aspects of the WEBSOM system in organizing document collections
S Kaski, K Lagus, T Honkela, T Kohonen
Computing Science and Statistics, 281-290, 1998
481998
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