메뉴 건너뛰기




Volumn 3, Issue , 2004, Pages 359-362

Critical vector learning to construct RBF classifiers

Author keywords

Radial basis function networks; Sensitivity analysis

Indexed keywords

APPROXIMATION THEORY; DATA ACQUISITION; ERROR ANALYSIS; LEARNING SYSTEMS; MAPPING; NEURAL NETWORKS; SENSITIVITY ANALYSIS; VECTORS;

EID: 10044262916     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icpr.2004.1334541     Document Type: Conference Paper
Times cited : (1)

References (15)
  • 1
    • 0000588294 scopus 로고
    • Improving the generalization properties of radial basis function neural networks
    • Bishop, C. M. Improving the generalization properties of radial basis function neural networks, Neural Computation, 3(4):579-581, 1991.
    • (1991) Neural Computation , vol.3 , Issue.4 , pp. 579-581
    • Bishop, C.M.1
  • 2
    • 0003408496 scopus 로고    scopus 로고
    • School of Information and Computer Science, University of California, Irvine, CA
    • Blake, C. L. & Merz, C.J. UCI Repository of machine learning databases. School of Information and Computer Science, University of California, Irvine, CA, 1998. Available: http://www.ics.uci.edu/~mlearn/MLRepository.html.
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2
  • 3
    • 0026116468 scopus 로고
    • Orthogonal least squares learning algorithms for radial basis function networks
    • Chen, S., Cowan, C.F. & Grant, P.M. Orthogonal least squares learning algorithms for radial basis function networks, IEEE Transactions on Neural Networks, 2(2):302-309, 1991.
    • (1991) IEEE Transactions on Neural Networks , vol.2 , Issue.2 , pp. 302-309
    • Chen, S.1    Cowan, C.F.2    Grant, P.M.3
  • 4
    • 0026625982 scopus 로고
    • Sensitivity analysis of multilayer perceptron with differentiable activation functions
    • Choi, J. Y. & Choi, C. H., Sensitivity analysis of multilayer perceptron with differentiable activation functions, IEEE Transactions on Neural Networks, 3(1):291-299, 1992.
    • (1992) IEEE Transactions on Neural Networks , vol.3 , Issue.1 , pp. 291-299
    • Choi, J.Y.1    Choi, C.H.2
  • 5
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • Hsu, C. W. & Lin, C.J. A comparison of methods for multi-class support vector machines, IEEE Transactions on Neural Networks, 13(2):415-425, 2002.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.W.1    Lin, C.J.2
  • 6
    • 0003085879 scopus 로고
    • Pattern recognition via linear programming: Theory and application
    • Mangasarian, O. L., Street, W. N. & Wolberg, W. H., Pattern Recognition via linear Programming: Theory and Application, Medical Diagnosis, 22-31, 1990. Available: http://www.cs.wisc.edu/~olvi/uwmp/cancer.html.
    • (1990) Medical Diagnosis , pp. 22-31
    • Mangasarian, O.L.1    Street, W.N.2    Wolberg, W.H.3
  • 8
    • 0000672424 scopus 로고
    • Fast learning in networks of locally-tuned processing units
    • Moody, J. & Darken, C.J. Fast learning in networks of locally-tuned processing units, Neural Computation, 1:281-294, 1989.
    • (1989) Neural Computation , vol.1 , pp. 281-294
    • Moody, J.1    Darken, C.J.2
  • 9
    • 0029267941 scopus 로고
    • The selction of weight accuracies for madalines
    • Piche, S. W. The selction of Weight Accuracies for Madalines, IEEE Transactions on Neural Networks, 6(2):432-445, 1995.
    • (1995) IEEE Transactions on Neural Networks , vol.6 , Issue.2 , pp. 432-445
    • Piche, S.W.1
  • 10
    • 0025490985 scopus 로고
    • Networks for approximation and learning
    • Poggio, T. and Girosi, F. Networks for approximation and learning. Proceedings of the IEEE, 78:1481-1497, 1990.
    • (1990) Proceedings of the IEEE , vol.78 , pp. 1481-1497
    • Poggio, T.1    Girosi, F.2
  • 13
    • 0036129214 scopus 로고    scopus 로고
    • Using function approximation to analyze the sensitivity of MLP with antisymmetric squashing activation function
    • Yeung, D.S. & Sun, X. Using function approximation to analyze the sensitivity of MLP with antisymmetric squashing activation function, IEEE Transactions on Neural Networks, 13(1):34-44, 2002.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.1 , pp. 34-44
    • Yeung, D.S.1    Sun, X.2
  • 14
    • 0037264956 scopus 로고    scopus 로고
    • A quantified sensitivity measure for multilayer perceptron to input perturbation
    • Zeng, X. & Yeung, D.S. A quantified sensitivity measure for multilayer perceptron to input perturbation, Neural Computation, 15:183-212, 2003.
    • (2003) Neural Computation , vol.15 , pp. 183-212
    • Zeng, X.1    Yeung, D.S.2
  • 15
    • 0031553665 scopus 로고    scopus 로고
    • Perturbation method for deleting redundant inputs of perceptron networks
    • Zurada, J.M., Malinowski, A. & Usui, U, Perturbation method for deleting redundant inputs of perceptron networks. Neurocomputing, 14(2):177-193, 1997.
    • (1997) Neurocomputing , vol.14 , Issue.2 , pp. 177-193
    • Zurada, J.M.1    Malinowski, A.2    Usui, U.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.