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Volumn , Issue , 2007, Pages 987-992

Kernel matrix evaluation

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION TASKS; COMPARATIVE EXPERIMENTS; DATA DISTRIBUTION; KERNEL MATRICES; KERNEL TARGET ALIGNMENT; MODEL SELECTION; OTHER PROPERTIES; SURROGATE MEASURES;

EID: 84880905413     PISSN: 10450823     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (31)

References (16)
  • 1
    • 85156254642 scopus 로고    scopus 로고
    • Kernel design using boosting
    • Koby Crammer, Joseph Keshet, and Yoram Singer. Kernel design using boosting. In NIPS, pages 537-544, 2002.
    • (2002) NIPS , pp. 537-544
    • Crammer, K.1    Keshet, J.2    Singer, Y.3
  • 4
    • 0041494125 scopus 로고    scopus 로고
    • Efficient svm training using low-rank kernel representations
    • Shai Fine and Katya Scheinberg. Efficient svm training using low-rank kernel representations. Journal of Machine Learning Research, 2:243-264, 2002.
    • (2002) Journal of Machine Learning Research , vol.2 , pp. 243-264
    • Fine, S.1    Scheinberg, K.2
  • 5
    • 4444288656 scopus 로고    scopus 로고
    • Kernels and distances for structured data
    • Thomas Gartner, John W. Lloyd, and Peter A. Flach. Kernels and distances for structured data. Machine Learning Journal, 57(3):205-232, 2004.
    • (2004) Machine Learning Journal , vol.57 , Issue.3 , pp. 205-232
    • Gartner, T.1    Lloyd, J.W.2    Flach, P.A.3
  • 6
    • 84864030708 scopus 로고    scopus 로고
    • Metric learning by collapsing classes
    • Y. Weiss, B. Schölkopf, and J. Platt, editors
    • Amir Globerson and Sam Roweis. Metric learning by collapsing classes. In Y. Weiss, B. Schölkopf, and J. Platt, editors, Advances in Neural Information Processing Systems 18, pages 451-458, 2006.
    • (2006) Advances in Neural Information Processing Systems 18 , pp. 451-458
    • Globerson, A.1    Roweis, S.2
  • 9
    • 1942516950 scopus 로고    scopus 로고
    • Learning with idealized kernels
    • James T. Kwok and Ivor W. Tsang. Learning with idealized kernels. In ICML, pages 400-407, 2003.
    • (2003) ICML , pp. 400-407
    • Kwok, J.T.1    Tsang, I.W.2
  • 13
    • 30044438683 scopus 로고    scopus 로고
    • Combined svm-based feature selection and classification
    • Julia Neumann, Christoph Schnorr, and Gabriele Steidl. Combined svm-based feature selection and classification. Machine Learning, 61(1-3):129-150, 2005.
    • (2005) Machine Learning , vol.61 , Issue.1-3 , pp. 129-150
    • Neumann, J.1    Schnorr, C.2    Steidl, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.