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Volumn 3287, Issue , 2004, Pages 216-223

One-class support vector machines and density estimation: The precise relation

Author keywords

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Indexed keywords

PATTERN RECOGNITION;

EID: 33745347446     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-30463-0_27     Document Type: Article
Times cited : (16)

References (16)
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    • Cascading Classifiers
    • E. Alpaydin and C. Kaynak. Cascading Classifiers. Kybernetika, 34(4):369-374, 1998.
    • (1998) Kybernetika , vol.34 , Issue.4 , pp. 369-374
    • Alpaydin, E.1    Kaynak, C.2
  • 4
    • 0031208638 scopus 로고    scopus 로고
    • Learning distributions by their density levels: A paradigm for learning without a teacher
    • S. Ben-David and M. Lindenbaum. Learning distributions by their density levels: a paradigm for learning without a teacher. Journal of Computer and System Sciences, 55:171-182, 1997.
    • (1997) Journal of Computer and System Sciences , vol.55 , pp. 171-182
    • Ben-David, S.1    Lindenbaum, M.2
  • 6
    • 0031329212 scopus 로고    scopus 로고
    • A plug-in approach to support estimation
    • A. Cuevas and R. Fraiman. A plug-in approach to support estimation. The Annals of Statistics, 25(6):2300-2312, 1997.
    • (1997) The Annals of Statistics , vol.25 , Issue.6 , pp. 2300-2312
    • Cuevas, A.1    Fraiman, R.2
  • 7
    • 84984346713 scopus 로고
    • Recursive estimation of the mode of a multivariate density
    • L. Devroye. Recursive estimation of the mode of a multivariate density. The Canadian Journal of Statistics, 7(2):159-167, 1979.
    • (1979) The Canadian Journal of Statistics , vol.7 , Issue.2 , pp. 159-167
    • Devroye, L.1
  • 8
    • 0000476095 scopus 로고
    • Detection of abnormal behavior via nonparametric estimation of the support
    • L. Devroye and Wise, G. Detection of abnormal behavior via nonparametric estimation of the support. SIAM J. Appl. Math., 38:480-488, 1980.
    • (1980) SIAM J. Appl. Math. , vol.38 , pp. 480-488
    • Devroye, L.1    Wise, G.2
  • 9
    • 0000406385 scopus 로고
    • A Correspondence between Bayesian Estimation on Stochastic Processes and Smoothing by Splines
    • G.S. Kimeldorf and G. Wahba. A Correspondence between Bayesian Estimation on Stochastic Processes and Smoothing by Splines. Annals of Mathematical Statistics, 2:495-502, 1971.
    • (1971) Annals of Mathematical Statistics , vol.2 , pp. 495-502
    • Kimeldorf, G.S.1    Wahba, G.2
  • 10
    • 84902206349 scopus 로고    scopus 로고
    • Detecting the Number of Clusters Using a Support Vector Machine Approach
    • Springer
    • J.M. Moguerza, A. Muñoz and M. Martin-Merino. Detecting the Number of Clusters Using a Support Vector Machine Approach. Proc. ICANN 2002, LNCS 2415:763-768, Springer, 2002.
    • (2002) Proc. ICANN 2002, LNCS , vol.2415 , pp. 763-768
    • Moguerza, J.M.1    Muñoz, A.2    Martin-Merino, M.3
  • 11
    • 0031932940 scopus 로고    scopus 로고
    • Self-Organizing Maps for Outlier Detection
    • A. Muñoz and J. Muruzabal. Self-Organizing Maps for Outlier Detection. Neuro-computing, 18:33-60, 1998.
    • (1998) Neuro-computing , vol.18 , pp. 33-60
    • Muñoz, A.1    Muruzabal, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.