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Volumn , Issue , 2007, Pages 1779-1784

Identification of nonlinear systems using multi-scale wavelet support vectors machines

Author keywords

Identification of nonlinear systems; Multi scale wavelet least squares support vector machines; Regression models; Wavelet kernel function

Indexed keywords

IDENTIFICATION (CONTROL SYSTEMS); LEAST SQUARES APPROXIMATIONS; SUPPORT VECTOR MACHINES; WAVELET ANALYSIS;

EID: 44349113556     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCA.2007.4376667     Document Type: Conference Paper
Times cited : (3)

References (17)
  • 1
    • 0025399567 scopus 로고
    • Identification and control of dynamical systems using neural networks
    • Mar
    • K. S. Narendra and K. Parthasarathy, "Identification and control of dynamical systems using neural networks", IEEE Trans. Neural Netw., vol. 1, pp.4-26, Mar.,1990.
    • (1990) IEEE Trans. Neural Netw , vol.1 , pp. 4-26
    • Narendra, K.S.1    Parthasarathy, K.2
  • 2
    • 0026955103 scopus 로고
    • Wavelet networks
    • Nov
    • Q. Zhang, "Wavelet networks", IEEE Trans. Neural Netw., vol. 3, no. 6, pp.889-898, Nov.,1992.
    • (1992) IEEE Trans. Neural Netw , vol.3 , Issue.6 , pp. 889-898
    • Zhang, Q.1
  • 3
    • 0000212165 scopus 로고    scopus 로고
    • About the use of fuzzy clustering techniques for fuzzy model identification
    • A. F. Gomez-Skarmeta, M. Delgado, M. A. Vila, "About the use of fuzzy clustering techniques for fuzzy model identification". Fuzzy sets and systems. Vol. 106. no. 2, pp. 179-188, 1999.
    • (1999) Fuzzy sets and systems , vol.106 , Issue.2 , pp. 179-188
    • Gomez-Skarmeta, A.F.1    Delgado, M.2    Vila, M.A.3
  • 4
    • 0029483769 scopus 로고
    • Nonlinear blackbox modeling in system identification: A unified overview
    • J. Sjoberg, Q. Zhang, L. Ljung, and A. Benveniste, "Nonlinear blackbox modeling in system identification: a unified overview", Automatica, vol. 31, no.12, pp. 1691-1724, 1995.
    • (1995) Automatica , vol.31 , Issue.12 , pp. 1691-1724
    • Sjoberg, J.1    Zhang, Q.2    Ljung, L.3    Benveniste, A.4
  • 5
    • 0036506154 scopus 로고    scopus 로고
    • Focused local learning with wavelet neural networks
    • Mar
    • E. A. Rying, G. L. Bilbro, and J. C. Lu, "Focused local learning with wavelet neural networks," IEEE Trans. Neural Netw., vol. 13, no. 2, pp. 304-319, Mar. 2002.
    • (2002) IEEE Trans. Neural Netw , vol.13 , Issue.2 , pp. 304-319
    • Rying, E.A.1    Bilbro, G.L.2    Lu, J.C.3
  • 7
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • T.C. Christopher Burges, "A tutorial on support vector machines for pattern recognition", Data Mining and Knowledge Discovery, vol.2, no.2, pp.121-167, 1996.
    • (1996) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Christopher Burges, T.C.1
  • 8
    • 0032098361 scopus 로고    scopus 로고
    • The connection between regularization operators and support vector kernels
    • A. Smola, B. SchVolkopf, K.-R. MVuller, "The connection between regularization operators and support vector kernels", Neural Netw., vol.11, pp. 637-649, 1998.
    • (1998) Neural Netw , vol.11 , pp. 637-649
    • Smola, A.1    SchVolkopf, B.2    MVuller, K.-R.3
  • 10
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • T.A.K. Suykens, T. Vandewalle, "Least squares support vector machine classifiers", Neural Proc. Lett. vol.9, no3, pp.293-300, 1999.
    • (1999) Neural Proc. Lett , vol.9 , Issue.NO3 , pp. 293-300
    • Suykens, T.A.K.1    Vandewalle, T.2
  • 13
    • 27644524925 scopus 로고    scopus 로고
    • Subspace identification of Hammerstein systems using least squares support vector machines
    • Oct
    • I. Goethals, K. Pelckmans, T.A.K. Suykens, and B.De Moor, "Subspace identification of Hammerstein systems using least squares support vector machines," IEEE Trans. Autom. Control, vol. 50, no. 10, pp.1509-1519, Oct. 2005.
    • (2005) IEEE Trans. Autom. Control , vol.50 , Issue.10 , pp. 1509-1519
    • Goethals, I.1    Pelckmans, K.2    Suykens, T.A.K.3    De Moor, B.4
  • 15
    • 0005906715 scopus 로고    scopus 로고
    • Support vector machines a nonlinear modelling and control perspective
    • Aug
    • J. A. K. Suykens, "Support vector machines a nonlinear modelling and control perspective," Euro. J. Contr., Special Issue on Fundamental Issues in Contr., vol. 7, no. 2-3, pp.311-327, Aug. 2001.
    • (2001) Euro. J. Contr , vol.7 , Issue.2-3 , pp. 311-327
    • Suykens, J.A.K.1
  • 16
    • 0742290039 scopus 로고    scopus 로고
    • Li Zhang, Wei da Zhou, and Licheng Jiao, Wavelet Support Vector Machine, IEEE Trans. Systems, man, and cybernetics-M part B: cybernetics, 34, no. 1, pp.34-39, Feb. 2004.
    • Li Zhang, Wei da Zhou, and Licheng Jiao, "Wavelet Support Vector Machine", IEEE Trans. Systems, man, and cybernetics-M part B: cybernetics, vol. 34, no. 1, pp.34-39, Feb. 2004.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.