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Volumn 4, Issue , 2005, Pages 3872-3877

Effective spam classification based on meta-heuristics

Author keywords

Classification; Decision trees; Machine learning; Meta heuristics; Na ve Bayesian; Spam; Support vector machines

Indexed keywords

DATABASE SYSTEMS; ELECTRONIC MAIL; FEATURE EXTRACTION; HEURISTIC METHODS; VECTORS;

EID: 27944487124     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (30)

References (18)
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    • Support-vector networks
    • C. Cortes and V. Vapnik, "Support-vector networks," Machine Learning, vol. 20, pp. 273-297, 1995.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 6
    • 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 Transactions on Neural Networks, 10(5):1048-1054, September 1999.
    • (1999) IEEE Transactions on Neural Networks , vol.10 , Issue.5 , pp. 1048-1054
    • Drucker, H.1    Wu, D.2    Vapnik, V.3
  • 7
    • 8344254744 scopus 로고    scopus 로고
    • Filtering junk e-mail: A performance comparison between genetic programming & Naive Bayes
    • University of Waterloo, September 10
    • H. Katirai. "Filtering Junk E-mail: A Performance Comparison between Genetic Programming & Naive Bayes," Technical report, University of Waterloo, September 10 1999.
    • (1999) Technical Report
    • Katirai, H.1
  • 9
    • 33744584654 scopus 로고    scopus 로고
    • Induction of decision trees
    • J. R. Quinlan, "Induction of Decision Trees," Machine Learning, vol. 1, no. 1, pp. 81-106, 1996.
    • (1996) Machine Learning , vol.1 , Issue.1 , pp. 81-106
    • Quinlan, J.R.1
  • 13
    • 84953588425 scopus 로고
    • On the specification of term values in automatic indexing
    • G. Salton, and C.S. Yang, On the Specification of Term Values in Automatic Indexing. Journal of Documentation, vol. 29, no. 4, pp. 351-372, 1973.
    • (1973) Journal of Documentation , vol.29 , Issue.4 , pp. 351-372
    • Salton, G.1    Yang, C.S.2
  • 17
    • 27944480996 scopus 로고    scopus 로고
    • The PSAM project, http://nexp.cs.pdx.edu/~psam/cgibin/view/PSAM/ CorpusSets
    • The PSAM Project
  • 18
    • 27944494928 scopus 로고    scopus 로고
    • The SpamKANN project. http://www.trudgian.net/content/spamkann/index.php
    • The SpamKANN Project


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.