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Krista Lagus
Krista Lagus
Professor of Digital Social Science, University of Helsinki
Verified email at helsinki.fi - Homepage
Title
Cited by
Cited by
Year
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
14212000
WEBSOM–self-organizing maps of document collections
S Kaski, T Honkela, K Lagus, T Kohonen
Neurocomputing 21 (1-3), 101-117, 1998
4881998
Unsupervised discovery of morphemes
M Creutz, K Lagus
arXiv preprint cs/0205057, 2002
4802002
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
4372007
Unsupervised morpheme segmentation and morphology induction from text corpora using Morfessor 1.0
M Creutz, K Lagus
Helsinki University of Technology, 2005
3942005
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
3641998
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
2811996
Inducing the morphological lexicon of a natural language from unannotated text
M Creutz, K Lagus
Proceedings of the International and Interdisciplinary Conference on …, 2005
2522005
Comparing self-organizing maps
S Kaski, K Lagus
International conference on artificial neural networks, 809-814, 1996
2511996
Mining massive document collections by the WEBSOM method
K Lagus, S Kaski, T Kohonen
Information Sciences 163 (1-3), 135-156, 2004
2352004
Newsgroup exploration with WEBSOM method and browsing interface
T Honkela, S Kaski, K Lagus, T Kohonen
Technical report 32, 1996, 1996
2101996
Keyword selection method for characterizing text document maps
K Lagus, S Kaski
IET Digital Library, 1999
1641999
WEBSOM for textual data mining
K Lagus, T Honkela, S Kaski, T Kohonen
Artificial Intelligence Review 13, 345-364, 1999
1461999
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
1361996
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
1182015
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
1111996
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
972004
Text Mining with the WEBSOM
K Lagus
Helsinki University of Technology, 2000
862000
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
832010
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
832010
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