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Volumn , Issue , 2010, Pages 1802-1806

Probabilistic anti-spam filtering with dimensionality reduction

Author keywords

anti spam filtering; dimensionality reduction; naive Bayes anti spam filter; terms selection technique

Indexed keywords

ANTI-SPAM FILTERING; ANTI-SPAM FILTERS; DIMENSIONALITY REDUCTION; NAIVE BAYES; SELECTION TECHNIQUES;

EID: 77954731915     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1774088.1774469     Document Type: Conference Paper
Times cited : (12)

References (9)
  • 3
    • 0033931867 scopus 로고    scopus 로고
    • Assessing the accuracy of prediction algorithms for classification: An overview
    • P. Baldi, S. Brunak, Y. Chauvin, C. Andersen, and H. Nielsen. Assessing the accuracy of prediction algorithms for classification: an overview. Bioinformatics, 16(5):412-424, 2000.
    • (2000) Bioinformatics , vol.16 , Issue.5 , pp. 412-424
    • Baldi, P.1    Brunak, S.2    Chauvin, Y.3    Andersen, C.4    Nielsen, H.5
  • 5
    • 70349254646 scopus 로고    scopus 로고
    • Extremely fast text feature extraction for classification and indexing
    • Napa Valley, CA, USA
    • G. Forman and E. Kirshenbaum. Extremely fast text feature extraction for classification and indexing. In Proc. of 17th ACM CIKM, pp. 1221-1230, Napa Valley, CA, USA, 2008.
    • (2008) Proc. of 17th ACM CIKM , pp. 1221-1230
    • Forman, G.1    Kirshenbaum, E.2
  • 6
    • 84904809957 scopus 로고    scopus 로고
    • Spam filtering with naive bayes - Which naive bayes?
    • Mountain View, USA
    • V. Metsis, I. Androutsopoulos, and G. Paliouras. Spam filtering with naive bayes - which naive bayes? In Proc. of the 3rd CEAS, pp. 1-5, Mountain View, USA, 2006.
    • (2006) Proc. of the 3rd CEAS , pp. 1-5
    • Metsis, V.1    Androutsopoulos, I.2    Paliouras, G.3
  • 8
    • 0002442796 scopus 로고    scopus 로고
    • Machine learning in automated text categorization
    • F. Sebastiani. Machine learning in automated text categorization. ACM Comp. Surveys, 34(1):1-47, 2002.
    • (2002) ACM Comp. Surveys , vol.34 , Issue.1 , pp. 1-47
    • Sebastiani, F.1
  • 9
    • 0003141935 scopus 로고    scopus 로고
    • A comparative study on feature selection in text categorization
    • Nashville, TN, USA
    • Y. Yang and J. Pedersen. A comparative study on feature selection in text categorization. In Proc. of the 14th ICML, pp. 412-420, Nashville, TN, USA, 1997.
    • (1997) Proc. of the 14th ICML , pp. 412-420
    • Yang, Y.1    Pedersen, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.