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Volumn , Issue , 2010, Pages 1854-1858

Filtering spams using the minimum description length principle

Author keywords

anti spam filtering; machine learning; minimum description length; spam filter

Indexed keywords

ACTIVE ADVERSARY; ANTI-SPAM; ANTI-SPAM FILTERING; ECONOMIC IMPACTS; MACHINE-LEARNING; MINIMUM DESCRIPTION LENGTH; MINIMUM DESCRIPTION LENGTH PRINCIPLE; PUBLIC DATABASE; SPAM FILTER; SPAM FILTERING; TEXT CATEGORIZATION;

EID: 77954694911     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1774088.1774481     Document Type: Conference Paper
Times cited : (18)

References (20)
  • 3
    • 0032183995 scopus 로고    scopus 로고
    • The Minimum Description Length Principle in Coding and Modeling
    • PII S0018944898052845
    • A. Barron, J. Rissanen, and B. Yu. The minimum description length principle in coding and modeling. IEEE Trans. on Inf. Theory, 44(6):2743-2760, 1998. (Pubitemid 128741906)
    • (1998) IEEE Transactions on Information Theory , vol.44 , Issue.6 , pp. 2743-2760
    • Barron, A.1    Rissanen, J.2    Yu, B.3
  • 5
    • 77954720649 scopus 로고    scopus 로고
    • Filtragem Adaptativa de Spam com o Principio Minimum Description Length
    • Belem, Brazil, In Portuguese
    • I.A Braga, M Ladeira. Filtragem Adaptativa de Spam com o Principio Minimum Description Length. In Proc. of the 28th Brazilian Computer Society, pp. 11-20, Belem, Brazil, 2008 (In Portuguese).
    • (2008) Proc. of the 28th Brazilian Computer Society , pp. 11-20
    • Braga, I.A.1    Ladeira, M.2
  • 6
    • 33751076845 scopus 로고    scopus 로고
    • Tightening the net: A review of current and next generation spam filtering tools
    • J. Carpinter and R. Hunt. Tightening the net: A review of current and next generation spam filtering tools. Computers and Security, 25(8):566-578, 2006.
    • (2006) Computers and Security , vol.25 , Issue.8 , pp. 566-578
    • Carpinter, J.1    Hunt, R.2
  • 10
    • 0032594950 scopus 로고    scopus 로고
    • Support vector machines for spam categorization
    • September
    • H. Drucker, D. Wu, and V. Vapnik. Support vector machines for spam categorization. IEEE Trans. on Neural Networks, 10(5):1048-1054, September 1999.
    • (1999) IEEE Trans. on Neural Networks , vol.10 , Issue.5 , pp. 1048-1054
    • Drucker, H.1    Wu, D.2    Vapnik, V.3
  • 11
    • 33749560322 scopus 로고    scopus 로고
    • A tutorial introduction to the minimum description length principle
    • P. Grünwald, I. Myung, and M. Pitt, editors, MIT Press
    • P. Grünwald. A tutorial introduction to the minimum description length principle. In P. Grünwald, I. Myung, and M. Pitt, editors, Advances in Minimum Description Length: Theory and Applications, pp. 3-81. MIT Press, 2005.
    • (2005) Advances in Minimum Description Length: Theory and Applications , pp. 3-81
    • Grünwald, P.1
  • 12
    • 0036040906 scopus 로고    scopus 로고
    • Evaluating cost-sensitive unsolicited bulk email categorization
    • Madrid, Spain
    • J. Hidalgo. Evaluating cost-sensitive unsolicited bulk email categorization. In Proc. of the 17th ACM SAC, pp. 615-620, Madrid, Spain, 2002.
    • (2002) Proc. of the 17th ACM SAC , pp. 615-620
    • Hidalgo, J.1
  • 13
    • 0002409860 scopus 로고    scopus 로고
    • A probabilistic analysis of the rocchio algorithm with tfidf for text categorization
    • Nashville, TN, USA
    • T. Joachims. A probabilistic analysis of the rocchio algorithm with tfidf for text categorization. In Proc. of 14th ICML, pp. 143-151, Nashville, TN, USA, 1997.
    • (1997) Proc. of 14th ICML , pp. 143-151
    • Joachims, T.1
  • 14
    • 32344446819 scopus 로고    scopus 로고
    • Svm-based filtering of e-mail spam with content-specific misclassification costs
    • San Jose, CA, USA
    • A. Kolcz and J. Alspector. Svm-based filtering of e-mail spam with content-specific misclassification costs. In Proc. of the 1st IEEE ICDM, pp. 1-14, San Jose, CA, USA, 2001.
    • (2001) Proc. of the 1st IEEE ICDM , pp. 1-14
    • Kolcz, A.1    Alspector, J.2
  • 15
    • 0016772212 scopus 로고
    • Comparison of the predicted and observed secondary structure of t4 phage lysozyme
    • B. Matthews. Comparison of the predicted and observed secondary structure of t4 phage lysozyme. Biochimica et Biophysica Acta, 405(2):442-451, 1975.
    • (1975) Biochimica et Biophysica Acta , vol.405 , Issue.2 , pp. 442-451
    • Matthews, B.1
  • 16
    • 84904809957 scopus 로고    scopus 로고
    • Spam filtering with naive bayes - Which naive bayes?
    • Mountain View, CA, 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, CA, USA, 2006.
    • (2006) Proc. of the 3rd CEAS , pp. 1-5
    • Metsis, V.1    Androutsopoulos, I.2    Paliouras, G.3
  • 17
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • J. Rissanen. Modeling by shortest data description. Automatica, 14:465-471, 1978.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 18
  • 19
    • 35048865513 scopus 로고    scopus 로고
    • Combining winnow and orthogonal sparse bigrams for incremental spam filtering
    • Pisa, Italy
    • C. Siefkes, F. Assis, S. Chhabra, and W. Yerazunis. Combining winnow and orthogonal sparse bigrams for incremental spam filtering. In Proc. of the 8th PKDD, pp. 410-421, Pisa, Italy, 2004.
    • (2004) Proc. of the 8th PKDD , pp. 410-421
    • Siefkes, C.1    Assis, F.2    Chhabra, S.3    Yerazunis, W.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.