WEBSOM–self-organizing maps of document collections S Kaski, T Honkela, K Lagus, T Kohonen Neurocomputing 21 (1-3), 101-117, 1998 | 483 | 1998 |
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 | 366 | 1998 |
Kohonen network T Kohonen, T Honkela Scholarpedia 2 (1), 1568, 2007 | 312 | 2007 |
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 | 283 | 1996 |
Self-organizing maps in natural language processing T Honkela Helsinki University of Technology, 1997 | 215 | 1997 |
Newsgroup exploration with WEBSOM method and browsing interface T Honkela, S Kaski, K Lagus, T Kohonen Technical report 32, 1996, 1996 | 210 | 1996 |
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 | 186 | 1995 |
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 | 146 | 2009 |
WEBSOM for textual data mining K Lagus, T Honkela, S Kaski, T Kohonen Artificial Intelligence Review 13, 345-364, 1999 | 146 | 1999 |
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 | 138 | 1996 |
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 | 133 | 2009 |
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 | 120 | 2015 |
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 | 111 | 1996 |
Counterintuitiveness as the hallmark of religiosity I Pyysiäinen, M Lindeman, T Honkela Religion 33 (4), 341-355, 2003 | 86 | 2003 |
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 | 83 | 1996 |
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 | 69 | 2008 |
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 | 51 | 2011 |
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 | 50 | 2012 |
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 | 48 | 2019 |
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 | 48 | 1998 |