메뉴 건너뛰기




Volumn 3, Issue , 2005, Pages 1383-1388

A novel radial basis function network classifier with centers set by hierarchical clustering

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); DATA STRUCTURES; HIERARCHICAL SYSTEMS; MATRIX ALGEBRA; OPTIMIZATION; PROBLEM SOLVING;

EID: 33750098008     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2005.1556076     Document Type: Conference Paper
Times cited : (26)

References (25)
  • 1
    • 0000106040 scopus 로고
    • Universal approximation using radial-basis-function networks
    • J. Park and I. W. Sandberg, "Universal approximation using radial-basis-function networks," Neural Computation, vol. 3, no. 2, pp. 246-257, 1991.
    • (1991) Neural Computation , vol.3 , Issue.2 , pp. 246-257
    • Park, J.1    Sandberg, I.W.2
  • 2
    • 0004030839 scopus 로고
    • A theory of networks for approximation and learning
    • Massachusetts Institute of Technology, Artificial Intelligence Laboratory and Center for Biological Information Processing, Whitaker College, Jul
    • T. Poggio and F. Girosi, "A theory of networks for approximation and learning," Tech. Rep. A.I. Memo 1140, Massachusetts Institute of Technology, Artificial Intelligence Laboratory and Center for Biological Information Processing, Whitaker College, Jul 1989.
    • (1989) Tech. Rep. A.I. Memo , vol.1140
    • Poggio, T.1    Girosi, F.2
  • 5
    • 0003599567 scopus 로고    scopus 로고
    • Introduction to radial basis function networks
    • Center for Cognitive Science, University of Edinburgh, UK
    • M. J. L. Orr, "Introduction to radial basis function networks," tech. rep., Center for Cognitive Science, University of Edinburgh, UK, 1996.
    • (1996) Tech. Rep.
    • Orr, M.J.L.1
  • 7
    • 0000588294 scopus 로고
    • Improving the generalization properties of radial basis function neural networks
    • C. M. Bishop, "Improving the generalization properties of radial basis function neural networks," Neural Computation, vol. 3, no. 4, pp. 579-588, 1991.
    • (1991) Neural Computation , vol.3 , Issue.4 , pp. 579-588
    • Bishop, C.M.1
  • 8
    • 13844266749 scopus 로고    scopus 로고
    • Data classification with radial basis function networks based on a novel kernel density estimation algorithm
    • Y.-J. Oyang, S.-C. Hwang, Y.-Y. Ou, C.-Y. Chen, and Z.-W. Chen, "Data classification with radial basis function networks based on a novel kernel density estimation algorithm," IEEE Transactions on Neural Networks, pp. 225 - 236, 2005.
    • (2005) IEEE Transactions on Neural Networks , pp. 225-236
    • Oyang, Y.-J.1    Hwang, S.-C.2    Ou, Y.-Y.3    Chen, C.-Y.4    Chen, Z.-W.5
  • 9
    • 0001920729 scopus 로고
    • Similarity metric learning for a variable-kernel classifier
    • D. G. Lowe, "Similarity metric learning for a variable-kernel classifier," Neural Computation, vol. 7, pp. 72-85, 1995.
    • (1995) Neural Computation , vol.7 , pp. 72-85
    • Lowe, D.G.1
  • 11
    • 0026116468 scopus 로고
    • Orthogonal least squares learning algorithm for radial basis function networks
    • Mar.
    • S. Chen, C. F. N. Cowan, and P. M. Grant, "Orthogonal least squares learning algorithm for radial basis function networks," IEEE Transactions on Neural Networks, vol. 2, pp. 302-309, Mar. 1991.
    • (1991) IEEE Transactions on Neural Networks , vol.2 , pp. 302-309
    • Chen, S.1    Cowan, C.F.N.2    Grant, P.M.3
  • 12
    • 0031277461 scopus 로고    scopus 로고
    • An efficient method to construct a radial basis function neural network classifier
    • Y. Hwang and S. Bang, "An efficient method to construct a radial basis function neural network classifier," Neural Networks, vol. 10, no. 8, pp. 1495-1503, 1997.
    • (1997) Neural Networks , vol.10 , Issue.8 , pp. 1495-1503
    • Hwang, Y.1    Bang, S.2
  • 14
    • 0344278465 scopus 로고
    • A boundary hunting radial basis function classifier which allocates centers constructively
    • Morgan Kaufmann, San Mateo, CA
    • E. I. Chang and R. P. Lippmann, "A boundary hunting radial basis function classifier which allocates centers constructively," in Advances in Neural Information Processing Systems, vol. 5, pp. 131-138, Morgan Kaufmann, San Mateo, CA, 1993.
    • (1993) Advances in Neural Information Processing Systems , vol.5 , pp. 131-138
    • Chang, E.I.1    Lippmann, R.P.2
  • 16
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • C.-W. Hsu and C.-J. Lin, "A comparison of methods for multi-class support vector machines," IEEE Transactions on Neural Networks, vol. 13, no. 2, pp. 415-425, 2002.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 17
    • 0003408496 scopus 로고    scopus 로고
    • UCI repository of machine learning databases
    • University of California, Department of Information and Computer Science, Irvine, CA
    • C. L. Blake and C. J. Merz, "UCI repository of machine learning databases," tech. rep., University of California, Department of Information and Computer Science, Irvine, CA, 1998. Available at http://www.ics.uci.edu/ ~mlearn/MLRepository.html.
    • (1998) Tech. Rep.
    • Blake, C.L.1    Merz, C.J.2
  • 20
    • 84945254772 scopus 로고    scopus 로고
    • An incremental hierarchical data clustering algorithm based on gravity theory
    • C.-Y. Chen, S.-C. Hwang, and Y.-J. Oyang, "An incremental hierarchical data clustering algorithm based on gravity theory," in Proc. of PAKDD-2002, pp. 237-250, 2002.
    • (2002) Proc. of PAKDD-2002 , pp. 237-250
    • Chen, C.-Y.1    Hwang, S.-C.2    Oyang, Y.-J.3
  • 21
    • 0000672424 scopus 로고
    • Fast learning in networks of locally-tuned processing units
    • J. Moody and C. J. Darken, "Fast learning in networks of locally-tuned processing units," Neural Computation, vol. 1, no. 2, pp. 281-294, 1989.
    • (1989) Neural Computation , vol.1 , Issue.2 , pp. 281-294
    • Moody, J.1    Darken, C.J.2
  • 22
    • 0000621802 scopus 로고
    • Multivariable functional interpolation and adaptive networks
    • D. S. Broomhead and D. Lowe, "Multivariable functional interpolation and adaptive networks," Complex Systems, vol. 2, pp. 321-355, 1988.
    • (1988) Complex Systems , vol.2 , pp. 321-355
    • Broomhead, D.S.1    Lowe, D.2
  • 23
    • 0028480967 scopus 로고
    • Supervised and unsupervised learning in radial basis function classifiers
    • I. Tarassenko and S. Roberts, "Supervised and unsupervised learning in radial basis function classifiers," in IEE Proceedings-Vision, Image and Signal Processing, vol. 141, pp. 210-216, 1994.
    • (1994) IEE Proceedings-vision, Image and Signal Processing , vol.141 , pp. 210-216
    • Tarassenko, I.1    Roberts, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.