Experiments with self organizing maps in CLEF 2003

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3237, Issue , 2004, Pages 358-366

  Fernández, Javier ^a   Mones, Ricardo ^a   Díaz, Irene ^a   Ranilla, José ^a   Combarro, Elías F ^a  

^a UNIVERSITY OF OVIEDO   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; CONFORMAL MAPPING; LINGUISTICS;

CLUSTERING METHODS; CROSS LANGUAGES;

SELF ORGANIZING MAPS;

EID: 33645991981     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30222-3_34     Document Type: Article

References (10)

1. Kohonen, T.: Self-Organizing Maps. Volume 30 of Springer Series in Information Science. Springer Verlag (2001)
2. Lagus, K., Honkela, T., Kaski, S., Kohonen, T.: Self-organizing maps of document collections: A new approach to interactive exploration. In Simoudis, E., Han, J., Fayyad, U., eds.: Proceedings of the Second International Conference on Knowledge Discovery and Data Mining. AAAI Press, Menlo Park, California (1996) 238-243
3. Kohonen, T., Kaski, S., Lagus, K., Honkela, T.: Very large two-level SOM for the browsing of newsgroups. In von der Malsburg, C., von Seelen, W., Vorbrüggen, J.C., Sendhoff, B., eds.: Proceedings of ICANN96, International Conference on Artificial Neural Networks, Bochum, Germany, July 16-19, 1996. Lecture Notes in Computer Science, vol. 1112. Springer, Berlin (1996) 269-274
4. Kohonen, T., Kaski, S., Lagus, K., Salojärvi, J., Honkela, J., Paatero, V., Saarela, A.: Self organization of a massive text document collection. In Oja, E., Kaski, S., eds.: Kohonen Maps. Elsevier, Amsterdam (1999) 171-182
5. Lagus, K.: Text retrieval using self-organized document maps. Neural Processing Letters 15 (2002) 21-29
6. Kaski, S., Kangas, J., Kohonen, T.: Bibliography of self-organizing map (SOM) papers: 1981-1997. Neural Computing Surveys 1 (1998) 1-176
7. Salton, G., Wong, A., Yang, C.: A vector space model for automatic indexing. Communications of the ACM 18 (1975) 613-620
8. Deerwester, S., Dumais, S.T., Furnas, G.W., Landauer, T.K., Harshman, R.: Indexing by latent semantic indexing. Journal of the American Society for Information Science 41 (1990) 391-407
9. Salton, G., McGill, M.J.: An introduction to modern information retrieval. McGraw-Hill (1983)
10. Porter, M.F.: An algorithm for suffix stripping. Program (Automated Library and Information Systems) 14 (1980) 130-137