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Volumn 3, Issue , 2002, Pages 1198-1202

Active learning with simplified SVMS for spam categorization

Author keywords

Active learning; E mail; Spam classification; Support vector machines

Indexed keywords

ALGORITHMS; CONVERGENCE OF NUMERICAL METHODS; ELECTRONIC MAIL; OPTIMIZATION; QUERY LANGUAGES; REGRESSION ANALYSIS; SET THEORY; SPAMMING; VECTORS;

EID: 0036921280     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (9)

References (15)
  • 6
    • 84949211302 scopus 로고    scopus 로고
    • Support vector machine active learning with application to text classification
    • Simon Tong, and Daphe Koller. "Support Vector Machine Active learning with Application to Text Classification"
    • Tong, S.1    Koller, D.2
  • 8
    • 0000636553 scopus 로고    scopus 로고
    • Text categorization with support vector machines: Learning with many relevant features
    • T. Joachims, "Text categorization with support vector machines: learning with many relevant features" in European Conf. Machine Learning, 1998.
    • European Conf. Machine Learning, 1998
    • Joachims, T.1
  • 10
    • 0003798635 scopus 로고    scopus 로고
    • An introduction to support vector machines and other kernel-based learning methods
    • Cambridge University Press, Cambridge, UK
    • N. Cristianini and J. Shawe-Taylor. An Introduction to Support Vector Machines and other kernel-based learning methods. Cambridge University Press, Cambridge, UK, 2000.
    • (2000)
    • Cristianini, N.1    Shawe-Taylor, J.2
  • 12
    • 0035272287 scopus 로고    scopus 로고
    • An introduction to kernel-based learning algorithms
    • March
    • Klaus-Robust Müller, et al. "An introduction to kernel-based learning algorithms" IEEE Transactions on Neural Networks. March 2001.
    • (2001) IEEE Transactions on Neural Networks
    • Müller, K.-R.1
  • 14
    • 0001260194 scopus 로고    scopus 로고
    • Exact simplification of support vector solutions
    • Tom Downs, Kevin E. Gates and Annette Masters. "Exact Simplification of Support Vector Solutions". JMLR, 2, 2001, pp293-297.
    • (2001) JMLR , vol.2 , pp. 293-297
    • Downs, T.1    Gates, K.E.2    Masters, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.