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Volumn 5077 LNAI, Issue , 2008, Pages 213-227

A comparative impact study of attribute selection techniques on naïve bayes spam filters

Author keywords

[No Author keywords available]

Indexed keywords

ADMINISTRATIVE DATA PROCESSING; DATA MINING; DECISION SUPPORT SYSTEMS; ELECTRONIC COMMERCE; ELECTRONIC MAIL; FEATURE EXTRACTION; INFORMATION MANAGEMENT; MEDICAL APPLICATIONS; MEDICAL COMPUTING; MINING; SEARCH ENGINES; SPAMMING; WAVE FILTERS;

EID: 48949095463     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-70720-2_17     Document Type: Conference Paper
Times cited : (14)

References (22)
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  • 2
    • 48949096157 scopus 로고    scopus 로고
    • CardCommunications, Sitebrand Corporation
    • CardCommunications - Sitebrand Corporation: Email Trends Report (2007), http://www.cardcommunications.com/expresso/reports/Q1_07_trends_card.pdf
    • (2007) Email Trends Report
  • 5
    • 48949102465 scopus 로고    scopus 로고
    • Peters, T., Robinson, G., Hooft, R., Hammond, M., Meyer, T., True, S., Walker, A., Hindle, C., Pickett, N., Stone, T.: SpamBayes Project (2002), http://spambayes.sourceforge.net
    • Peters, T., Robinson, G., Hooft, R., Hammond, M., Meyer, T., True, S., Walker, A., Hindle, C., Pickett, N., Stone, T.: SpamBayes Project (2002), http://spambayes.sourceforge.net
  • 6
    • 48949093912 scopus 로고    scopus 로고
    • Mozilla Project
    • Mozilla Project: Mozilla Spam Filter, http://www.mozilla.org/mailnews/ spam.html
    • Mozilla Spam Filter
  • 7
    • 48949096950 scopus 로고    scopus 로고
    • Burton Computer Corporation
    • Burton Computer Corporation: SpamProbe: A Fast Spam Bayesian Filter (2002), http://spamprobe.sourceforge.net/
    • (2002) Fast Spam Bayesian Filter
    • SpamProbe, A.1
  • 13
    • 48949104739 scopus 로고    scopus 로고
    • Androutsopoulos, I.: Ling Spam Corpus (2000), http://www.iit.demokritos. gr/~ionandr/lingspam_public.tar.gz
    • Androutsopoulos, I.: Ling Spam Corpus (2000), http://www.iit.demokritos. gr/~ionandr/lingspam_public.tar.gz
  • 19
    • 85164392958 scopus 로고
    • A study of cross-validation and bootstrap for accuracy estimation and model selection
    • International Joint Conference on Artificial Intelligence, pp
    • Kohavi, R.: A study of cross-validation and bootstrap for accuracy estimation and model selection. In: Proceedings of the 14th International Joint Conference on Artificial Intelligence, pp. 1137-1143 (1995)
    • (1995) Proceedings of the 14th , pp. 1137-1143
    • Kohavi, R.1
  • 21
    • 0018079655 scopus 로고
    • Basic principles of ROC analysis
    • Metz, C.E.: Basic principles of ROC analysis. Seminars in Nuclear Medicine 8, 283-298 (1978)
    • (1978) Seminars in Nuclear Medicine , vol.8 , pp. 283-298
    • Metz, C.E.1
  • 22
    • 0027457620 scopus 로고
    • Receiver-operating characteristic (ROC) plots: A fundamental evaluation tool in clinical medicine
    • Zweig, M.H., Campbell, G.: Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clinical Chemistry 39, 561-577 (1993)
    • (1993) Clinical Chemistry , vol.39 , pp. 561-577
    • Zweig, M.H.1    Campbell, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.