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Volumn 4131 LNCS - I, Issue , 2006, Pages 216-225

Alternatives to parameter selection for kernel methods

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA STRUCTURES; LEARNING SYSTEMS; MATRIX ALGEBRA;

EID: 33749818106     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11840817_23     Document Type: Conference Paper
Times cited : (2)

References (17)
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    • O. Bousquet and D.J.L. Herrmann. On the complexity of learning the kernel matrix. In S. Becker, S. Thurn, and K. Obermayer, editors, Advances in Neural Information Processing Systems, 15, pages 415-422. Cambridge, MA: The MIT Press, 2003.
    • (2003) Advances in Neural Information Processing Systems , vol.15 , pp. 415-422
    • Bousquet, O.1    Herrmann, D.J.L.2
  • 2
    • 0036161011 scopus 로고    scopus 로고
    • Choosing multiple parameters for support vector machines
    • O. Chapelle, V. Vapnik, O. Bousquet, and S. Mukherjee. Choosing multiple parameters for support vector machines. Machine Learning, 46(1/3):131-159, 2002.
    • (2002) Machine Learning , vol.46 , Issue.1-3 , pp. 131-159
    • Chapelle, O.1    Vapnik, V.2    Bousquet, O.3    Mukherjee, S.4
  • 4
    • 33747044600 scopus 로고
    • Metric and euclidean properties of dissimilarity coefficients
    • J. C. Gower and P. Legendre. Metric and euclidean properties of dissimilarity coefficients. Journal of Classification, 3:5-48, 1986.
    • (1986) Journal of Classification , vol.3 , pp. 5-48
    • Gower, J.C.1    Legendre, P.2
  • 5
    • 0037822222 scopus 로고    scopus 로고
    • Asymptotic behaviors of support vector machines with gaussian kernel
    • S.S. Keerthi and C. Lin. Asymptotic behaviors of support vector machines with gaussian kernel. Neural Computation, 15:1667-1689, 2003.
    • (2003) Neural Computation , vol.15 , pp. 1667-1689
    • Keerthi, S.S.1    Lin, C.2
  • 7
    • 0003710388 scopus 로고    scopus 로고
    • Automatic model selection for support vector machines
    • National Taiwan University
    • J.-H. Lee and C.-J. Lin. Automatic model selection for support vector machines. Technical report, National Taiwan University, 2000.
    • (2000) Technical Report
    • Lee, J.-H.1    Lin, C.-J.2
  • 9
    • 0002039637 scopus 로고
    • Cancer diagnosis via linear programming
    • O. L. Mangasarian and W. H. Wolberg. Cancer diagnosis via linear programming. SIAM News, 23(5):1-18, 1990.
    • (1990) SIAM News , vol.23 , Issue.5 , pp. 1-18
    • Mangasarian, O.L.1    Wolberg, W.H.2
  • 10
    • 33749602503 scopus 로고    scopus 로고
    • Improving support vector classification via the combination of multiple sources of information
    • Proc. of the IAPR International Workshops SSPR 2004 and SPR 2004. Berlin: Springer
    • J. M. Moguerza, I. Martin de Diego, and A. Muñoz, Improving support vector classification via the combination of multiple sources of information. In Proc. of the IAPR International Workshops SSPR 2004 and SPR 2004, Vol. 3138 of LNCS, pages 592-600. Berlin: Springer, 2004.
    • (2004) LNCS , vol.3138 , pp. 592-600
    • Moguerza, J.M.1    De Martin Diego, I.2    Muñoz, A.3
  • 11
    • 33749612653 scopus 로고    scopus 로고
    • On not making dissimilarities euclidean
    • Proc. of the IAPR International Workshops SSPR 2004 and SPR 2004. Berlin: Springer
    • E. Pȩkalska, R. P. W. Duin, S. Günter, and H. Bunke. On not making dissimilarities euclidean. In Proc. of the IAPR International Workshops SSPR 2004 and SPR 2004, Vol. 3138 of LNCS, pages 1145-1154. Berlin: Springer, 2004.
    • (2004) LNCS , vol.3138 , pp. 1145-1154
    • Pȩkalska, E.1    Duin, R.P.W.2    Günter, S.3    Bunke, H.4
  • 17
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    • Semidefinite programming
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    • Vandenberghe, L.1    Boyd, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.