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Volumn 4, Issue , 2003, Pages 3229-3232

An Efficient Algorithm on Multi-class Support Vector Machine Model Selection

Author keywords

[No Author keywords available]

Indexed keywords

BENCHMARKING; COMPUTER SIMULATION; GENETIC ALGORITHMS; LEARNING SYSTEMS; OPTIMAL SYSTEMS;

EID: 0141703433     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (9)

References (15)
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    • Cortes, C.1    Vapnik, V.2
  • 4
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    • The relevance vector machine
    • S. A. Solla, T. Leen, and K. R. Müller, Eds. Cambridge, MA: MIT Press
    • M. E. Tipping, "The relevance vector machine," in Advances in Neural Information Processing Systems 12, S. A. Solla, T. Leen, and K. R. Müller, Eds. Cambridge, MA: MIT Press, 2001, pp. 633-699.
    • (2001) Advances in Neural Information Processing Systems , vol.12 , pp. 633-699
    • Tipping, M.E.1
  • 5
    • 0033349592 scopus 로고    scopus 로고
    • Kernel dependent support vector error bounds
    • New York: IEEE Press
    • B. Schölkopf, J. Shawe-Taylor, A. J. Smola, and R.C. Williamson, "Kernel dependent support vector error bounds," in ICANN, vol. 1. New York: IEEE Press, 1999, pp. 103-108.
    • (1999) ICANN , vol.1 , pp. 103-108
    • Schölkopf, B.1    Shawe-Taylor, J.2    Smola, A.J.3    Williamson, R.C.4
  • 6
    • 0033353819 scopus 로고    scopus 로고
    • Optimal hyperplane classifier based on entropy number bound
    • IEEE Press
    • K. Tsuda, "Optimal hyperplane classifier based on entropy number bound," in ICANN, vol. 1, IEEE Press, 1999, pp. 419-424.
    • (1999) ICANN , vol.1 , pp. 419-424
    • Tsuda, K.1
  • 8
    • 0002714543 scopus 로고    scopus 로고
    • Making large-scale SVM learning practical
    • B. Schölkoph, C. Burges, and A. Smola, Eds. Boston, MA: MIT Press
    • T. Joachims, "Making large-scale SVM learning practical," in Advances in Kernel Methods: Support Vector Learning, B. Schölkoph, C. Burges, and A. Smola, Eds. Boston, MA: MIT Press, 1999.
    • (1999) Advances in Kernel Methods: Support Vector Learning
    • Joachims, T.1
  • 9
    • 0003425662 scopus 로고    scopus 로고
    • Support vector machines: Training and applications
    • MIT, Baston, MA
    • E. E. Osuna, R. Freund, and F. Girosi, "Support vector machines: Training and applications," MIT, Baston, MA, Tech. Rep. Rep. AIM-1602, Mar. 1997.
    • (1997) Tech. Rep. Rep. , vol.AIM-1602
    • Osuna, E.E.1    Freund, R.2    Girosi, F.3
  • 11
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Mar.
    • C.-W. Hsu and C.-J. Lin, "A comparison of methods for multiclass support vector machines," IEEE Trans. Neural Networks, vol. 13, pp. 415-425, Mar. 2002.
    • (2002) IEEE Trans. Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 12
    • 0000738511 scopus 로고    scopus 로고
    • Model selection for support vector machines
    • S. A. Solla, T. Leen, and K. R. Müller, Eds. Cambridge, MA: MIT Press
    • O. Chapelle and V. Vapnik, "Model selection for support vector machines," in Advances in Neural Information Processing Systems 12, S. A. Solla, T. Leen, and K. R. Müller, Eds. Cambridge, MA: MIT Press, 2001.
    • (2001) Advances in Neural Information Processing Systems , vol.12
    • Chapelle, O.1    Vapnik, V.2
  • 14
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    • Actively searching for an effective neural network ensemble
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    • Opitz, D.W.1    Shavlik, J.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.