Krista Lagus
TitleCited byYear
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
12722000
WEBSOM–self-organizing maps of document collections
S Kaski, T Honkela, K Lagus, T Kohonen
Neurocomputing 21 (1-3), 101-117, 1998
4541998
Unsupervised discovery of morphemes
M Creutz, K Lagus
Proceedings of the ACL-02 workshop on Morphological and phonological …, 2002
3442002
Unsupervised morpheme segmentation and morphology induction from text corpora using Morfessor 1.0
M Creutz, K Lagus
Helsinki University of Technology, 2005
3252005
Unsupervised models for morpheme segmentation and morphology learning
M Creutz, K Lagus
ACM Transactions on Speech and Language Processing (TSLP) 4 (1), 3, 2007
3152007
WEBSOM—self-organizing maps of document collections
T Honkela, S Kaski, K Lagus, T Kohonen
Proceedings of WSOM 97, 4-6, 1997
2791997
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
2551996
Mining massive document collections by the WEBSOM method
K Lagus, S Kaski, T Kohonen
Information Sciences 163 (1-3), 135-156, 2004
2202004
Inducing the morphological lexicon of a natural language from unannotated text
M Creutz, K Lagus
Proceedings of the International and Interdisciplinary Conference on …, 2005
2132005
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
1951998
Comparing self-organizing maps
S Kaski, K Lagus
International Conference on Artificial Neural Networks, 809-814, 1996
1931996
Keyword selection method for characterizing text document maps
K Lagus, S Kaski
IET Digital Library, 1999
1541999
WEBSOM for textual data mining
K Lagus, T Honkela, S Kaski, T Kohonen
Artificial Intelligence Review 13 (5-6), 345-364, 1999
1461999
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
1321996
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
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
842004
Text Mining with the WEBSOM
K Lagus
Helsinki University of Technology, 2000
772000
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
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
572010
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Articles 1–20