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Volumn 38, Issue 12, 2004, Pages

Improved support vector machine for multi-class classification problems

Author keywords

GA; GA SVM; SVM; Systems engineering

Indexed keywords

GENETIC ALGORITHMS; LEARNING ALGORITHMS; SYSTEMS ENGINEERING; WATER TREATMENT;

EID: 13644271689     PISSN: 1008973X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (9)

References (11)
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    • Chinese source
  • 5
    • 0037822222 scopus 로고    scopus 로고
    • Asymptotic behaviors of support vector machines with Gaussian kernel
    • KEERTHI S S, LIN C J. Asymptotic behaviors of support vector machines with Gaussian kernel [J]. Neural Computation, 2003, 15(7): 1667-1689.
    • (2003) Neural Computation , vol.15 , Issue.7 , pp. 1667-1689
    • Keerthi, S.S.1    Lin, C.J.2
  • 6
    • 3843050541 scopus 로고    scopus 로고
    • A study on sigmoid kernels for SVM and the training of non-PSD kernels by SMO-type methods
    • Taipei: Department of Computer Science and Information Engineering, National Taiwan University
    • LIN H T, LIN C J. A study on sigmoid kernels for SVM and the training of non-PSD kernels by SMO-type methods [R]. Taipei: Department of Computer Science and Information Engineering, National Taiwan University. 2003.
    • (2003)
    • Lin, H.T.1    Lin, C.J.2
  • 7
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of support vector machines using sequential minimal optimization
    • Scholkopf B., Burges C. and Smola A.L. (ed.), Cambridge, MA: MIT
    • PLATT J C. Fast training of support vector machines using sequential minimal optimization [A]. In: SCHOLKOPF B, BURGES C, SMOLA A L eds. Advances in Kernel Methods: Support Vector Learning [C]. Cambridge, MA: MIT, 1999: 185-208.
    • (1999) Advances in Kernel Methods: Support Vector Learning , pp. 185-208
    • Platt, J.C.1
  • 10
    • 0003408496 scopus 로고
    • UCI repository of machine learning databases
    • Irvine, CA: University of California, Department of Information and Computer Science
    • MURPHY P M, AHA D W. UCI repository of machine learning databases[R]. Irvine, CA: University of California, Department of Information and Computer Science. 1994.
    • (1994)
    • Murphy, P.M.1    Aha, D.W.2
  • 11
    • 0003710380 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • CHANG C C, LIN C J. LIBSVM: A library for support vector machines [EB/OL]. http://www.csie.ntu.edu.tw/-cjlin/libsvm, 2004-04-01.
    • (2004)
    • Chang, C.C.1    Lin, C.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.