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Volumn 38, Issue 7, 2005, Pages 1071-1077

A new maximum margin algorithm for one-class problems and its boosting implementation

Author keywords

Boosting; Margin; One class problems; Outliers; Statistical learning theory; Support vector machines

Indexed keywords

BOUNDARY VALUE PROBLEMS; ESTIMATION; FUNCTIONS; INTEGRAL EQUATIONS; LEARNING ALGORITHMS; LEARNING SYSTEMS; OPTIMIZATION; STATISTICAL METHODS; VECTORS;

EID: 17444370548     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2004.10.010     Document Type: Article
Times cited : (21)

References (13)
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    • Support vector domain description
    • D. Tax, and R. Duin Support vector domain description Pattern Recognition Lett. 20 1999 1191 1199
    • (1999) Pattern Recognition Lett. , vol.20 , pp. 1191-1199
    • Tax, D.1    Duin, R.2
  • 2
    • 0942266514 scopus 로고    scopus 로고
    • Support vector data description
    • D. Tax, and R. Duin Support vector data description Mach. Learn. 54 2004 45 66
    • (2004) Mach. Learn. , vol.54 , pp. 45-66
    • Tax, D.1    Duin, R.2
  • 4
  • 8
    • 0021518106 scopus 로고
    • A theory of the learnable
    • L.G. Valiant A theory of the learnable Commun. ACM 27 11 1984 1134 1142
    • (1984) Commun. ACM , vol.27 , Issue.11 , pp. 1134-1142
    • Valiant, L.G.1
  • 10
    • 0032686461 scopus 로고    scopus 로고
    • Arbitrary-norm separating plane
    • O.L. Mangasarian Arbitrary-norm separating plane Oper. Res. Lett. 24 1 1999 15 23
    • (1999) Oper. Res. Lett. , vol.24 , Issue.1 , pp. 15-23
    • Mangasarian, O.L.1
  • 11
    • 0036161257 scopus 로고    scopus 로고
    • Linear programming boosting via column generation
    • A. Demiriz, K. Bennett, and J. Shawe-Taylor Linear programming boosting via column generation Mach. Learn. 46 1 2002 225 254
    • (2002) Mach. Learn. , vol.46 , Issue.1 , pp. 225-254
    • Demiriz, A.1    Bennett, K.2    Shawe-Taylor, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.