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Volumn 3501 LNAI, Issue , 2005, Pages 292-296

Comparing dimension reduction techniques for document clustering

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; INDEPENDENT COMPONENT ANALYSIS; PROBLEM SOLVING; RANDOM PROCESSES;

EID: 26944478556     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11424918_30     Document Type: Conference Paper
Times cited : (25)

References (9)
  • 1
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    • A survey of dimension reduction techniques
    • UCRL ID-148494
    • Fodor I.K.: A survey of Dimension Reduction Techniques. LLNL technical report, UCRL ID-148494, (2002) URL: http://www.llnl.gov/CASC/sapphire/pubs.html
    • (2002) LLNL Technical Report
    • Fodor, I.K.1
  • 2
    • 17044376078 scopus 로고    scopus 로고
    • Subspace clustering for high dimensional data: A review
    • Parsons L. et al.: Subspace Clustering for High Dimensional Data: a Review. ACM SIGKDD Explorations Newsletter. 6(1) (2004) 90-105
    • (2004) ACM SIGKDD Explorations Newsletter , vol.6 , Issue.1 , pp. 90-105
    • Parsons, L.1
  • 3
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • Yang Y. Pedersen J. O.: A Comparative Study on Feature Selection in Text Categorization. Proc. ICML (1997) 412-420
    • (1997) Proc. ICML , pp. 412-420
    • Yang, Y.1    Pedersen, J.O.2
  • 4
    • 0029546874 scopus 로고
    • Using linear algebra for intelligent information retrieval
    • Berry M.W., Dumais S.T., and O'Brien G.W.: Using linear algebra for intelligent information retrieval. SIAM Review. 37(4) (1995) 573-595
    • (1995) SIAM Review , vol.37 , Issue.4 , pp. 573-595
    • Berry, M.W.1    Dumais, S.T.2    O'Brien, G.W.3
  • 5
    • 0035789317 scopus 로고    scopus 로고
    • Random projection in dimensionality reduction: Applications to image and text data
    • Bingham E., Mannila H.: Random Projection in Dimensionality Reduction: Applications to Image and Text Data. Proc. SIGKDD (2001) 245-250
    • (2001) Proc. SIGKDD , pp. 245-250
    • Bingham, E.1    Mannila, H.2
  • 6
    • 0042826822 scopus 로고    scopus 로고
    • Independent component analysis: Algorithms and applications
    • FastICA package
    • Hyvärinen A. Oja E.: Independent Component Analysis: Algorithms and Applications. Neural Networks. (4-5) (2000) 411-430. FastICA package: http://www.cis.hut.fi/~aapo/
    • (2000) Neural Networks , Issue.4-5 , pp. 411-430
    • Hyvärinen, A.1    Oja, E.2
  • 7
    • 26944482102 scopus 로고    scopus 로고
    • A comparative study of dimension reduction techniques for document clustering
    • Faculty of Computer Science, Dalhousie University
    • Tang B. Luo X. Heywood M.I. Shepherd M.: A Comparative Study of Dimension Reduction Techniques for Document Clustering. TR # CS-2004-14, Faculty of Computer Science, Dalhousie University. (2004), http://www.cs.dal.ca/research/ techreports/2004/CS-2004-14.shtml
    • (2004) TR # CS-2004-14 , vol.CS-2004-14
    • Tang, B.1    Luo, X.2    Heywood, M.I.3    Shepherd, M.4
  • 9
    • 3543085722 scopus 로고    scopus 로고
    • Empirical and theoretical comparisons of selected criterion functions for document clustering
    • Zhao Y. Karypis G.: Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering. Machine Learning. 55 (3) (2004) 311-331.
    • (2004) Machine Learning , vol.55 , Issue.3 , pp. 311-331
    • Zhao, Y.1    Karypis, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.