Self organization of a massive document collection T Kohonen, S Kaski, K Lagus, J Salojarvi, J Honkela, V Paatero, ... IEEE transactions on neural networks 11 (3), 574-585, 2000 | 1431 | 2000 |
WEBSOM–self-organizing maps of document collections S Kaski, T Honkela, K Lagus, T Kohonen Neurocomputing 21 (1-3), 101-117, 1998 | 497 | 1998 |
Unsupervised discovery of morphemes M Creutz, K Lagus arXiv preprint cs/0205057, 2002 | 488 | 2002 |
Unsupervised models for morpheme segmentation and morphology learning M Creutz, K Lagus ACM Transactions on Speech and Language Processing (TSLP) 4 (1), 1-34, 2007 | 447 | 2007 |
Unsupervised morpheme segmentation and morphology induction from text corpora using Morfessor 1.0 M Creutz, K Lagus Unsupervised morpheme segmentation and morphology induction from text …, 2005 | 402 | 2005 |
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 |
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 | 289 | 1996 |
Inducing the morphological lexicon of a natural language from unannotated text MJP Creutz, KH Lagus International and Interdisciplinary Conference on Adaptive Knowledge …, 2005 | 252 | 2005 |
Comparing self-organizing maps S Kaski, K Lagus International conference on artificial neural networks, 809-814, 1996 | 248 | 1996 |
Mining massive document collections by the WEBSOM method K Lagus, S Kaski, T Kohonen Information Sciences 163 (1-3), 135-156, 2004 | 234 | 2004 |
Newsgroup exploration with WEBSOM method and browsing interface T Honkela, S Kaski, K Lagus, T Kohonen Technical report 32, 1996, 1996 | 210 | 1996 |
Keyword selection method for characterizing text document maps K Lagus, S Kaski IET Digital Library, 1999 | 166 | 1999 |
WEBSOM for textual data mining K Lagus, T Honkela, S Kaski, T Kohonen Artificial Intelligence Review 13, 345-364, 1999 | 150 | 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 |
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 | 127 | 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 |
Induction of a simple morphology for highly-inflecting languages MJP Creutz, KH Lagus 7th Meeting of the ACL Special Interest Group in Computational Phonology …, 2004 | 99 | 2004 |
Morpho challenge 2005-2010: Evaluations and results M Kurimo, S Virpioja, V Turunen, K Lagus Proceedings of the 11th Meeting of the ACL Special Interest Group on …, 2010 | 90 | 2010 |
Semi-supervised learning of concatenative morphology O Kohonen, S Virpioja, K Lagus Proceedings of the 11th meeting of the ACL Special Interest Group on …, 2010 | 86 | 2010 |
Text Mining with the WEBSOM K Lagus Helsinki University of Technology, 2000 | 86 | 2000 |