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Volumn , Issue , 2008, Pages 2174-2178

Support vector machines and random forests modeling for spam senders behavior analysis

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIOR ANALYSIS; E-MAIL TRAFFIC; EMAIL COMMUNICATION; EMAIL MESSAGES; IP ADDRESS; MODELING PARAMETERS; RANDOM FORESTS; REPUTATION SYSTEMS; TIME AND SPACE;

EID: 67249154420     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GLOCOM.2008.ECP.419     Document Type: Conference Paper
Times cited : (28)

References (9)
  • 1
    • 60649104323 scopus 로고    scopus 로고
    • Secure Computing Corporation
    • "Secure Computing Corporation, TrustedSource website, http://www.trustedsource.org."
    • TrustedSource website
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • L. Breiman, "Random forests," Machine Learning, vol. 45, no. 1, pp. 5-32, 2001.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 6
    • 0031191630 scopus 로고    scopus 로고
    • The use of the area under the roc curve in the evaluation of machine learning algorithms
    • A. P. Bradley, "The use of the area under the roc curve in the evaluation of machine learning algorithms.," Pattern Recognition, vol. 30, no. 7, pp. 1145-1159, 1997.
    • (1997) Pattern Recognition , vol.30 , Issue.7 , pp. 1145-1159
    • Bradley, A.P.1
  • 7
    • 4944228528 scopus 로고    scopus 로고
    • A practical guide to support vector classification,
    • Department of Computer Science and Information Engineering, National Taiwan University, Taipei
    • C.-W. Hsu, C.-C. Chang, and C.-J. Lin, "A practical guide to support vector classification," tech. rep., Department of Computer Science and Information Engineering, National Taiwan University, Taipei, 2003.
    • (2003) tech. rep
    • Hsu, C.-W.1    Chang, C.-C.2    Lin, C.-J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.