SCOPUS 정보 검색 플랫폼

Volumn 5, Issue 2, 1997, Pages 139-151

Computationally Efficient Approximation of a Probabilistic Model for Document Representation in the WEBSOM Full-Text Analysis Method

(1) Kaski, Samuel a

a AALTO UNIVERSITY (Finland)

Author keywords

Data mining; Feature extraction; Information retrieval; Self Organizing Map (SOM); Text analysis

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; COMPUTATIONAL LINGUISTICS; DATA REDUCTION; FEATURE EXTRACTION; INFORMATION RETRIEVAL; MATHEMATICAL MODELS; PROBABILITY;

DOCUMENT REPRESENTATION; FULL TEXT ANALYSIS; INFORMATION FILTERING; SELF ORGANIZING MAP (SOM);

NEURAL NETWORKS;

EID: 0031118837 PISSN: 13704621 EISSN: None Source Type: Journal
DOI: None Document Type: Article

Times cited : (18)

References (8)

1
- 0003653039
- McGraw-Hill: New York
- G. Salton and M.J. McGill, Introduction to Modern Information Retrieval, McGraw-Hill: New York, 1983.
- (1983) Introduction to Modern Information Retrieval
- Salton, G.¹ McGill, M.J.²

2
- 0003889264
- Newsgroup exploration with WEBSOM method and browsing interface
- Helsinki Univ. Tech., Lab. of Computer and Information Science, Espoo, Finland
- T. Honkela, S. Kaski, K. Lagus and T. Kohonen, "Newsgroup exploration with WEBSOM method and browsing interface", Helsinki Univ. Tech., Lab. of Computer and Information Science, Espoo, Finland, Technical Report A32, 1996.
- (1996) Technical Report A32
- Honkela, T.¹ Kaski, S.² Lagus, K.³ Kohonen, T.⁴

3
- 84902191947
- Very large two-level SOM for the browsing of newsgroups
- C. von der Malsburg, W. von Seelen, J.C. Vorbrüggen and B. Sendhoff (eds) Bochum, Germany, Springer: Berlin
- T. Kohonen, S. Kaski, K. Lagus and T. Honkela, "Very large two-level SOM for the browsing of newsgroups", in C. von der Malsburg, W. von Seelen, J.C. Vorbrüggen and B. Sendhoff (eds) Proc. ICANN96, Int. Conf. on Artificial Neural Networks, Bochum, Germany, pp. 269-274, Springer: Berlin, 1996.
- (1996) Proc. ICANN96, Int. Conf. on Artificial Neural Networks , pp. 269-274
- Kohonen, T.¹ Kaski, S.² Lagus, K.³ Honkela, T.⁴

4
- 34249971816
- Self-organizing semantic maps
- H. Ritter and T. Kohonen, "Self-organizing semantic maps", Biological Cybernetics, Vol. 61, pp. 241-254, 1989.
- (1989) Biological Cybernetics , vol.61 , pp. 241-254
- Ritter, H.¹ Kohonen, T.²

5
- 0003410791
- Springer: Berlin
- T. Kohonen, Self-Organizing Maps, Springer: Berlin, 1995.
- (1995) Self-Organizing Maps
- Kohonen, T.¹

6
- 84989525001
- Indexing by latent semantic analysis
- S. Deerwester, S.T. Dumais, G.W. Furnas and T.K. Landauer, "Indexing by latent semantic analysis", Journal of the American Society for Information Science, Vol. 41, pp. 391-407, 1990.
- (1990) Journal of the American Society for Information Science , vol.41 , pp. 391-407
- Deerwester, S.¹ Dumais, S.T.² Furnas, G.W.³ Landauer, T.K.⁴

7
- 84976750597
- HNC's MatchPlus system
- S.I. Gallant, W.R. Caid, J. Carleton, R. Hecht-Nielsen, K. Pu Qing and D. Sudbeck, "HNC's MatchPlus system", ACM SIGIR Forum, Vol. 26, No. 2, pp. 34-38, 1992.
- (1992) ACM SIGIR Forum , vol.26 , Issue.2 , pp. 34-38
- Gallant, S.I.¹ Caid, W.R.² Carleton, J.³ Hecht-Nielsen, R.⁴ Pu Qing, K.⁵ Sudbeck, D.⁶

8
- 2342630862
- "Methods for generating or revising context vectors for a plurality of word stems", U.S. Patent number 5,325,298, 1994
- S.I. Gallant, "Methods for generating or revising context vectors for a plurality of word stems", U.S. Patent number 5,325,298, 1994.
- Gallant, S.I.¹

* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.