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Volumn 4106 LNAI, Issue , 2006, Pages 504-518

Tracking concept drift at feature selection stage in SpamHunting: An anti-spam instance-based reasoning system

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRONIC MAIL; INFORMATION ANALYSIS; INFORMATION RETRIEVAL; LEARNING SYSTEMS;

EID: 33750974465     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11805816_37     Document Type: Conference Paper
Times cited : (32)

References (29)
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    • Support vector machines for spam categorization
    • Druker, H., Vapmik, V.: Support Vector Machines for Spam Categorization. IEEE Transactions on Neural Networks. Vol. 10 (5). (1999) 1048-1054
    • (1999) IEEE Transactions on Neural Networks , vol.10 , Issue.5 , pp. 1048-1054
    • Druker, H.1    Vapmik, V.2
  • 12
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • Sholkopf, B., Burges, C., Smola, A. (eds.), MIT Press
    • Platt, J.: Fast training of Support Vector Machines using Sequential Minimal Optimization. In Sholkopf, B., Burges, C., Smola, A. (eds.). Advances in Kernel Methods - Support Vector Learning, MIT Press, (1999) 185-208
    • (1999) Advances in Kernel Methods - Support Vector Learning , pp. 185-208
    • Platt, J.1
  • 13
    • 0033905095 scopus 로고    scopus 로고
    • BoosTexter: A boosting-based system for text categorization
    • Schapire, R.E., Singer, Y.: BoosTexter: a boosting-based system for text categorization. Machine Learning, Vol. 39 (2/3). (2000) 135-168
    • (2000) Machine Learning , vol.39 , Issue.2-3 , pp. 135-168
    • Schapire, R.E.1    Singer, Y.2
  • 14
    • 33845791268 scopus 로고    scopus 로고
    • Chung-Kwei: A pattern-discovery-based system for the automatic identification of unsolicited E-mail messages (SPAM)
    • Rigoutsos, I., Huynh, T.: Chung-Kwei: a Pattern-discovery-based System for the Automatic Identification of Unsolicited E-mail Messages (SPAM). Proc. of the First Conference on E-mail and Anti-Spam CEAS, (2004)
    • (2004) Proc. of the First Conference on E-mail and Anti-Spam CEAS
    • Rigoutsos, I.1    Huynh, T.2
  • 17
    • 9444254319 scopus 로고    scopus 로고
    • SVM-based filtering of e-mail spam with content specific misclassification costs
    • Kolcz A., Alspector, J.: SVM-based filtering of e-mail spam with content specific misclassification costs. Proc. of the ICDM Workshop on Text Mining, (2001)
    • (2001) Proc. of the ICDM Workshop on Text Mining
    • Kolcz, A.1    Alspector, J.2
  • 21
    • 0030126609 scopus 로고    scopus 로고
    • Learning in the presence of concept drift and hidden contexts
    • Widmer, G., Kubat, M.: Learning in the presence of concept drift and hidden contexts. Machine Learning, Vol. 23 (1). (1996) 69-101
    • (1996) Machine Learning , vol.23 , Issue.1 , pp. 69-101
    • Widmer, G.1    Kubat, M.2
  • 22
  • 26
    • 84940644968 scopus 로고    scopus 로고
    • The mathematical theory of communication
    • & 623-656
    • Shannon, C.E.: The mathematical theory of communication. Bell Syst. Tech. J. Vol. 27. (1997) 379-423 & 623-656
    • (1997) Bell Syst. Tech. J. , vol.27 , pp. 379-423
    • Shannon, C.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.