| 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 | 1317 | 2000 |
| WEBSOM–self-organizing maps of document collections S Kaski, T Honkela, K Lagus, T Kohonen Neurocomputing 21 (1-3), 101-117, 1998 | 474 | 1998 |
| Unsupervised discovery of morphemes M Creutz, K Lagus arXiv preprint cs/0205057, 2002 | 394 | 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 | 370 | 2007 |
| Unsupervised morpheme segmentation and morphology induction from text corpora using Morfessor 1.0 M Creutz, K Lagus Helsinki University of Technology, 2005 | 350 | 2005 |
| WEBSOM—self-organizing maps of document collections T Honkela, S Kaski, K Lagus, T Kohonen Proceedings of WSOM 97, 4-6, 1997 | 284 | 1997 |
| 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 | 258 | 1996 |
| Inducing the morphological lexicon of a natural language from unannotated text M Creutz, K Lagus Proceedings of the International and Interdisciplinary Conference on …, 2005 | 232 | 2005 |
| Mining massive document collections by the WEBSOM method K Lagus, S Kaski, T Kohonen Information Sciences 163 (1-3), 135-156, 2004 | 226 | 2004 |
| Comparing self-organizing maps S Kaski, K Lagus International Conference on Artificial Neural Networks, 809-814, 1996 | 208 | 1996 |
| Newsgroup exploration with WEBSOM method and browsing interface T Honkela, S Kaski, K Lagus, T Kohonen Technical report 32, 1996, 1996 | 200 | 1996 |
| Self-organization of very large document collections: State of the art T Kohonen International Conference on Artificial Neural Networks, 65-74, 1998 | 198 | 1998 |
| Keyword selection method for characterizing text document maps K Lagus, S Kaski IET Digital Library, 1999 | 155 | 1999 |
| WEBSOM for textual data mining K Lagus, T Honkela, S Kaski, T Kohonen Artificial Intelligence Review 13 (5-6), 345-364, 1999 | 143 | 1999 |
| 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 | 132 | 1996 |
| 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 | 104 | 1996 |
| Induction of a simple morphology for highly-inflecting languages M Creutz, K Lagus Proceedings of the 7th Meeting of the ACL Special Interest Group in …, 2004 | 88 | 2004 |
| Text Mining with the WEBSOM K Lagus Helsinki University of Technology, 2000 | 80 | 2000 |
| 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 | 78 | 1996 |
| 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 | 70 | 2010 |
