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Volumn 62, Issue 7, 2011, Pages 2793-2800

A two-stage feature selection method for text categorization

Author keywords

Feature selection; Latent semantic indexing; Support vector machine; Text categorization

Indexed keywords

FEATURE SELECTION METHODS; HIGH DIMENSIONAL SPACES; LATENT SEMANTIC INDEXING; SEMANTIC RELATIONSHIPS; SEMANTIC SPACE; SPAM DATABASE; SUPPORT VECTOR; TEXT CATEGORIZATION; TWO STAGE; VECTOR SPACE MODELS;

EID: 80052960992     PISSN: 08981221     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.camwa.2011.07.045     Document Type: Conference Paper
Times cited : (63)

References (17)
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    • Genetic algorithm for text clustering based on latent semantic indexing
    • W. Song, and S.C. Park Genetic algorithm for text clustering based on latent semantic indexing Computers and Mathematics with Applications 57 2009 1901 1907
    • (2009) Computers and Mathematics with Applications , vol.57 , pp. 1901-1907
    • Song, W.1    Park, S.C.2
  • 9
    • 58349094507 scopus 로고    scopus 로고
    • Feature selection for text classification with nave Bayes
    • J. Chen, H. Huang, S. Tian, and Y. Qu Feature selection for text classification with nave Bayes Expert Systems With Application 36 2009 5432 5435
    • (2009) Expert Systems with Application , vol.36 , pp. 5432-5435
    • Chen, J.1    Huang, H.2    Tian, S.3    Qu, Y.4
  • 10
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale svm learning practical
    • B. Schölkopf, C.J.C. Burges, A.J. Smola, MIT Press Cambridge, MA
    • T. Joachims Making large-scale svm learning practical B. Schölkopf, C.J.C. Burges, A.J. Smola, Advances in Kernel Methods: Support Vector Learning 1999 MIT Press Cambridge, MA 169 184
    • (1999) Advances in Kernel Methods: Support Vector Learning , pp. 169-184
    • Joachims, T.1
  • 12
    • 2942731012 scopus 로고    scopus 로고
    • An extensive empirical study of feature selection metrics for text classification
    • G. Forman An extensive empirical study of feature selection metrics for text classification Journal of Machine Learning Research 3 2003 1289 1305
    • (2003) Journal of Machine Learning Research , vol.3 , pp. 1289-1305
    • Forman, G.1
  • 13
    • 80052969588 scopus 로고    scopus 로고
    • http://svmlight.joachims.org/
  • 15
    • 80052962121 scopus 로고    scopus 로고
    • http://www.iit.demokritos.gr/~ionandr/publications.htm
  • 16
    • 80052963471 scopus 로고    scopus 로고
    • http://www.csse.monash.edu.au/hons/se-projects/2004/Andrew.Farrugia/


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.