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Volumn 69, Issue 7-9 SPEC. ISS., 2006, Pages 714-720

Kernel methods and the exponential family

Author keywords

Exponential families; Kernel methods; Novelty detection

Indexed keywords

ARTIFICIAL INTELLIGENCE; LEARNING ALGORITHMS; MATHEMATICAL MODELS; SET THEORY; STATISTICAL METHODS;

EID: 32544437023     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2005.12.009     Document Type: Article
Times cited : (89)

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    • F. Abdallah C. Richard R. Lengellé An improved training algorithm for nonlinear kernel discriminants IEEE Trans. Signal Process. 52 2004 2798-2806
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    • Abdallah, F.1    Richard, C.2    Lengellé, R.3
  • 2
    • 0000307596 scopus 로고
    • La théorie générale des noyaux réproduisants et ses applications
    • N. Aronszajn La théorie générale des noyaux réproduisants et ses applications Proc. Cambridge Philos. Soc. 39 1944 133-153
    • (1944) Proc. Cambridge Philos. Soc. , vol.39 , pp. 133-153
    • Aronszajn, N.1
  • 4
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    • Support vector-based online detection of abrupt changes
    • IEEE ICASSP
    • F. Desobry M. Davy Support vector-based online detection of abrupt changes IEEE ICASSP 2003
    • (2003)
    • Desobry, F.1    Davy, M.2
  • 5
    • 32544432364 scopus 로고    scopus 로고
    • Kernel methods for minimum measure sets estimation and application
    • Technical report, Cambridge University
    • F. Desobry, M. Davy, S. Canu, Kernel methods for minimum measure sets estimation and application, Technical report, Cambridge University, 2005.
    • (2005)
    • Desobry, F.1    Davy, M.2    Canu, S.3
  • 7
    • 0032390429 scopus 로고    scopus 로고
    • Adaptive estimation of distributions using exponential subfamilies
    • A. Gous Adaptive estimation of distributions using exponential subfamilies J. Comput. Graphical Statist. 7 3 1998 388-396
    • (1998) J. Comput. Graphical Statist. , vol.7 , Issue.3 , pp. 388-396
    • Gous, A.1
  • 8
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    • Heteroscedastic gaussian process regression
    • ICML
    • Q.V. Le A.J. Smola S. Canu Heteroscedastic gaussian process regression ICML 2005
    • (2005)
    • Le, Q.V.1    Smola, A.J.2    Canu, S.3
  • 11
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    • Sous espaces hilbertiens d'espaces vectoriels topologiques et noyaux associés
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    • (1964) J. Anal. Math. , pp. 115-256
    • Schwartz, L.1
  • 12
    • 32544452547 scopus 로고    scopus 로고
    • Consistency and convergence rate of one-class svm and related algorithms
    • Technical report, LRI
    • R. Vert, J.-P. Vert, Consistency and convergence rate of one-class svm and related algorithms, Technical report, LRI, 2005.
    • (2005)
    • Vert, R.1    Vert, J.-P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.