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Volumn , Issue , 2005, Pages 3814-3819

A new approach to feature selection in text classification

Author keywords

Feature filtering; Feature reduction; Feature selection; Text classification; Text representation

Indexed keywords

AUTOMATION; FILTRATION; PERFORMANCE; TEXT PROCESSING;

EID: 28444492362     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (31)

References (13)
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    • Seung-Shik Kang, "Term-Specific Language Modeling Approach to Text Categorization", Computational Science and Its Applications-ICCSA2004, Assisi, Italy, 2004, Proceedings, Part IV, LNCS Volume 3046, 2004.
    • (2004) LNCS , vol.3046
    • Kang, S.-S.1
  • 3
    • 84876811202 scopus 로고    scopus 로고
    • RCV1: A new benchmark collection for text categorization
    • 2004
    • David D. Lewis and Yiming Yang etl., "RCV1: A New Benchmark Collection for Text Categorization", Research Journal of Machine Learning Research, 5 (2004) pp.361-397, 2004.
    • (2004) Research Journal of Machine Learning Research , vol.5 , pp. 361-397
    • Lewis, D.D.1    Yang, Y.2
  • 4
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • Consiglio Nazionale delle Ricerche, March
    • Fabrzio Sebastiani, "Machine Learning in Automated Text Categorization" Consiglio Nazionale delle Ricerche, Italy ACM Computing Surveys, Vol. 34, No. 1, pp. 1-47, March 2002
    • (2002) Italy ACM Computing Surveys , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 6
    • 1642372340 scopus 로고    scopus 로고
    • Discriminative features for text document classification
    • 18 August
    • K.Torkkola, "Discriminative features for text document classification", Pattern Anal Applic (2003) 6, pp.301-308, 18 August 2003.
    • (2003) Pattern Anal Applic (2003) , vol.6 , pp. 301-308
    • Torkkola, K.1
  • 7
    • 28444491283 scopus 로고    scopus 로고
    • A wrapper approach with support vector machines for text categorization
    • J. Mira and J.R. Alvarer (Eds.): IWANN 2003
    • E. Montañés, J.R. Quevedo and I. Díaz, "A Wrapper Approach with Support Vector Machines for Text Categorization" J. Mira and J.R. Alvarer (Eds.): IWANN 2003, LNCS 2686, pp. 230-237, 2003.
    • (2003) LNCS , vol.2686 , pp. 230-237
    • Montañés, E.1    Quevedo, J.R.2    Díaz, I.3
  • 12
    • 7044245608 scopus 로고    scopus 로고
    • Feature selection strategies for text categorization
    • AI 2003
    • Pascal Soucy and Guy W. Mineau, "Feature Selection Strategies for Text Categorization" AI 2003, LNAI 2671, pp. 505-509, 2003.
    • (2003) LNAI , vol.2671 , pp. 505-509
    • Soucy, P.1    Mineau, G.W.2
  • 13
    • 0034785267 scopus 로고    scopus 로고
    • A statistical learning model of text classification for support vector machines
    • New Orleans, USA
    • Thorsten Joachims, "A Statistical Learning Model of Text Classification for Support Vector Machines" Proceedings of SIGIR-01, New Orleans, USA, 2001
    • (2001) Proceedings of SIGIR-01
    • Joachims, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.