Very large two-level SOM for the browsing of Newsgroups

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

Volumn 1112 LNCS, Issue , 1996, Pages 269-274

  Kohonen, Teuvo ^a   Kaski, Samuel ^a   Lagus, Krista ^a   Honkela, Timo ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

[No Author keywords available]

Indexed keywords

CONFORMAL MAPPING; NEURAL NETWORKS;

NEWSGROUPS; SELF ORGANIZING MAPS(SOMS); TEXT FILE;

NEURAL NETWORKS; SELF ORGANIZING MAPS;

EID: 84902191947     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-61510-5_48     Document Type: Conference Paper

References (12)

1. S. Finch and N. Chater, "Unsupervised methods for finding linguistic categories, " in Proc. of ICANN-92, vol. 2, pp. 1365-1368, North-Holland, 1992.
2. T. Honkela, V. Pulkki, and T. Kohonen, "Contextual relations of words in Grimm tales analyzed by self-organizing map, " in Prvc. of ICANN-95, vol. 2, pp. 3-7, EC2 et Cie, 1995.
3. T. Kohonen, Self-Organizing Maps. Berlin, Heidelberg: Springer, 1995.
4. T. Kohonen, Speedy SOM, Report A33, Laboratory of Computer and Information Science, Helsinki University of Technology, 1996.
5. X. Lin, D. Soergel, and G. Marchionini, "A self-organizing semantic map for information retrieval, " in Proc. 14th. Ann. Int. ACM/SIGIR Conf. on R & D In Information Retrieval, pp. 262-269, 1991.
6. D. Merkl, A. M. Tjoa, and G. Kappel, "A Self-Organizing Map that Learns the Semantic Similarity of Reusable Software Components, " in Proc. ACNN'94, 5th Australian Conference on Neural Networks, Brisbane, Australia, pp. 13-16, 1994.
7. D. Merkl, "Content-Based Document Classification with Highly Compressed Input Data, " in Proc. of ICANN-95, vol. 2, pp. 239-244, EC2 et Cie, 1995.
8. R. Miikkulainen, Subsymbolie Natural Language Processing: An Integrated Model of Scripts, Lexicon, and Memory. Cambridge, MA: MIT Press, 1993.
9. H. Ritter and T. Kohonen, "Self-organizing semantic maps, " Biol. Cyb., vol. 61, no. 4, pp. 241-254, 1989.
10. J. C. Scholtes, "Unsupervised learning and the information retrieval problem, " in Proc. IJCNN'91, pp. 18 21, IEEE Service Center, 1991.
11. J. C. Scholtes, Neural Networks in Natural Language Processing and Information Retrieval. PhD thesis, University of Amsterdam, Amsterdam, Netherlands, 1993.
12. J. Zavrel, Neural Information Retrieval, MA Thesis, University of Amsterdam, Amsterdam, Netherlands, 1995.