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Volumn 6, Issue 3, 2008, Pages 301-308

A method for locating digital evidences with outlier detection using support vector machine

Author keywords

Data mining; Digital forensics; Feature calculation; Support vector machine

Indexed keywords

DIGITAL EVIDENCE; DIGITAL FORENSIC; DIGITAL INVESTIGATORS; EXPERT KNOWLEDGE; FEATURE VECTORS; ONE-CLASS SUPPORT VECTOR MACHINE; OUTLIER DETECTION; RESEARCH FOCUS;

EID: 84872776077     PISSN: 1816353X     EISSN: 18163548     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (4)

References (15)
  • 3
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    • Defining event reconstruction of a digital crime scene
    • B. D. Carrier and E. H. Spfford, "Defining event reconstruction of a digital crime scene," Journal of Forensic Sciences, vol. 49, no. 6, pp. 1291-1298, 2004.
    • (2004) Journal of Forensic Sciences , vol.49 , Issue.6 , pp. 1291-1298
    • Carrier, B.D.1    Spfford, E.H.2
  • 7
    • 0036959150 scopus 로고    scopus 로고
    • Optimised support vector machines for nonstationary signal classification
    • M. Davy, A. Gretton, A. Doucet, and P. J.W. Rayne, "Optimised support vector machines for nonstationary signal classification," IEEE Signal Processing Letters, vol. 9, pp. 442-445, 2002.
    • (2002) IEEE Signal Processing Letters , vol.9 , pp. 442-445
    • Davy, M.1    Gretton, A.2    Doucet, A.3    Rayne, P.J.W.4
  • 8
    • 0141744658 scopus 로고    scopus 로고
    • Support vector-based online detection of abrupt changes
    • F. Desobry and M. Davy, "Support vector-based online detection of abrupt changes," in Proceedings of ICASSP, vol. 4, pp. 872-875, 2003.
    • (2003) Proceedings of ICASSP , vol.4 , pp. 872-875
    • Desobry, F.1    Davy, M.2
  • 10
    • 1542492748 scopus 로고    scopus 로고
    • Identifying significant features for network forensic analysis using artificial intelligent techniques
    • S. Mukkamala and A. H. Sung, "Identifying significant features for network forensic analysis using artificial intelligent techniques," International Journal of Digital Evidence, vol. 1, no. 4, pp. 1-17, 2003.
    • (2003) International Journal of Digital Evidence , vol.1 , Issue.4 , pp. 1-17
    • Mukkamala, S.1    Sung, A.H.2
  • 11
    • 0035283313 scopus 로고    scopus 로고
    • Robust classification for imprecise environments
    • F. Provost and T. Fawcett, "Robust classification for imprecise environments," Machine Learning, vol. 42, pp. 203-231, 2001.
    • (2001) Machine Learning , vol.42 , pp. 203-231
    • Provost, F.1    Fawcett, T.2
  • 14
    • 84962238645 scopus 로고    scopus 로고
    • Cost-based modeling and evaluation for data mining with application to fraud and intrusion detection: Results from the JAM projec
    • S. J. Stolfo, W. Fan, andW. Lee, "Cost-based modeling and evaluation for data mining with application to fraud and intrusion detection: Results from the JAM projec", in DARPA Information Survivability Conference, pp. 130-144, 2000.
    • (2000) DARPA Information Survivability Conference , pp. 130-144
    • Stolfo, S.J.1    Fan, W.2    Lee, W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.