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Volumn 31, Issue 4, 2003, Pages 612-615

Nonlinear pocket algorithm with kernels

Author keywords

Kernel function; Nonlinear; Perceptron algorithm; Pocket algorithm; Support vector machines

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; ERROR ANALYSIS;

EID: 0043028313     PISSN: 03722112     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (1)

References (12)
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    • The perceptron: Probabilistic model for information storage and organization in the brain
    • Rosenblatt F. The perceptron: probabilistic model for information storage and organization in the brain [J]. Psychological Review, 1958, 65(6): 386-408.
    • (1958) Psychological Review , vol.65 , Issue.6 , pp. 386-408
    • Rosenblatt, F.1
  • 4
  • 5
    • 0031145145 scopus 로고    scopus 로고
    • On convergence properties of pocket algorithm
    • Muselli M. On convergence properties of pocket algorithm [J]. IEEE Transactions on Neural Networks, 1997, 8(3): 623-629.
    • (1997) IEEE Transactions on Neural Networks , vol.8 , Issue.3 , pp. 623-629
    • Muselli, M.1
  • 6
    • 34249753618 scopus 로고
    • Support vector networks
    • Cortes, C, and Vapnik, V N. Support vector networks [J]. Machine Learning, 1995, 20(3): 273-297.
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.N.2
  • 8
    • 0041686620 scopus 로고    scopus 로고
    • Chinese source
  • 9
    • 0000874557 scopus 로고
    • Theoretical foundations of the potential function method in pattern recognition learning
    • Aizerman, M A, Braverman, E M, and Rozonoer, L I. Theoretical foundations of the potential function method in pattern recognition learning [J]. Automation and Remote Control, 1964, 25: 821-837.
    • (1964) Automation and Remote Control , vol.25 , pp. 821-837
    • Aizerman, M.A.1    Braverman, E.M.2    Rozonoer, L.I.3
  • 10
    • 0347243182 scopus 로고    scopus 로고
    • Nonlinear component analysis as a kernel eigenvalue problem
    • Scholkopf, B, Smola, A, and Muller K-R. Nonlinear component analysis as a kernel eigenvalue problem [J]. Neural Computation, 1998, 10(5): 1299-1319.
    • (1998) Neural Computation , vol.10 , Issue.5 , pp. 1299-1319
    • Scholkopf, B.1    Smola, A.2    Muller, K.-R.3
  • 12
    • 0043189405 scopus 로고    scopus 로고
    • Chinese source


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.