Timo Honkela
TitleCited byYear
WEBSOM–self-organizing maps of document collections
S Kaski, T Honkela, K Lagus, T Kohonen
Neurocomputing 21 (1-3), 101-117, 1998
4531998
WEBSOM—self-organizing maps of document collections
T Honkela, S Kaski, K Lagus, T Kohonen
Proceedings of WSOM 97, 4-6, 1997
2771997
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
2541996
Newsgroup exploration with WEBSOM method and browsing interface
T Honkela, S Kaski, K Lagus, T Kohonen
Technical report 32, 1996, 1996
1961996
Self-organization of very large document collections: State of the art
T Kohonen
International Conference on Artificial Neural Networks, 65-74, 1998
1941998
Kohonen network
T Kohonen, T Honkela
Scholarpedia 2 (1), 1568, 2007
1912007
Self-organizing maps in natural language processing
T Honkela
Helsinki University of Technology, 1997
1891997
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
1681995
WEBSOM for textual data mining
K Lagus, T Honkela, S Kaski, T Kohonen
Artificial Intelligence Review 13 (5-6), 345-364, 1999
1451999
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
1311996
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
1001996
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
932009
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
771996
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
732009
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
622008
Counterintuitiveness as the hallmark of religiosity
I Pyysiäinen, M Lindeman, T Honkela
Religion 33 (4), 341-355, 2003
612003
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
532015
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
441998
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, 245-252, 1998
411998
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
362012
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