메뉴 건너뛰기




Volumn 39, Issue 6, 2008, Pages 607-627

A taxonomy for wavelet neural networks applied to nonlinear modelling

Author keywords

Neural networks; Nonlinear modelling; Wavelets

Indexed keywords

CASE BASED REASONING; MATHEMATICAL MODELS; NONLINEAR ANALYSIS; TAXONOMIES; WAVELET ANALYSIS;

EID: 42149135497     PISSN: 00207721     EISSN: 14645319     Source Type: Journal    
DOI: 10.1080/00207720701792172     Document Type: Article
Times cited : (8)

References (41)
  • 2
    • 0030221681 scopus 로고    scopus 로고
    • An on-line fabric classification technique using a wavelet-based neural network approach
    • G.R. Barret, T.G. Clapp and K.J. Titus, "An on-line fabric classification technique using a wavelet-based neural network approach", Textile Res. J., 66, pp. 521-528, 1996.
    • (1996) Textile Res. J , vol.66 , pp. 521-528
    • Barret, G.R.1    Clapp, T.G.2    Titus, K.J.3
  • 3
    • 0027599793 scopus 로고
    • Universal approximation bounds for superposition of a sigmoidal function
    • A.R. Barron, "Universal approximation bounds for superposition of a sigmoidal function", IEEE Trans. Inform. Theory, 39, pp. 930-945, 1993.
    • (1993) IEEE Trans. Inform. Theory , vol.39 , pp. 930-945
    • Barron, A.R.1
  • 5
    • 0032256581 scopus 로고    scopus 로고
    • Short-term load forecasting using wavelet networks
    • C.S. Chang, W. Fu and M. Yi, "Short-term load forecasting using wavelet networks", Eng. Intelligent Syst., 6, pp. 217-223, 1998.
    • (1998) Eng. Intelligent Syst , vol.6 , pp. 217-223
    • Chang, C.S.1    Fu, W.2    Yi, M.3
  • 6
    • 0031379317 scopus 로고    scopus 로고
    • Wavelet neural networks and its applications
    • P.S. Chang, and H.S. Hou, "Wavelet neural networks and its applications", ASME, Power Division (Publication), 32, pp. 523-529, 1997.
    • (1997) ASME, Power Division (Publication) , vol.32 , pp. 523-529
    • Chang, P.S.1    Hou, H.S.2
  • 7
    • 42149192944 scopus 로고    scopus 로고
    • Computational intelligence for modelling, control & automation
    • M. Mohammadian Ed, Amsterdam, IOS Press, pp
    • S. Chang and B.H. Nam, "Computational intelligence for modelling, control & automation," in Identification of Nonlinear Systems Using Haar Wavelet Networks, M. Mohammadian Ed., Amsterdam.: IOS Press, pp. 208-213, 1999.
    • (1999) Identification of Nonlinear Systems Using Haar Wavelet Networks , pp. 208-213
    • Chang, S.1    Nam, B.H.2
  • 8
    • 84947626826 scopus 로고
    • Recursive hybrid algorithm for non-linear system identification using radial basis function networks
    • S. Chen, S.A. Billings and P.M. Grant, "Recursive hybrid algorithm for non-linear system identification using radial basis function networks", Int. J. Control, 55, pp. 1051-1070, 1992.
    • (1992) Int. J. Control , vol.55 , pp. 1051-1070
    • Chen, S.1    Billings, S.A.2    Grant, P.M.3
  • 10
    • 0026116468 scopus 로고
    • Orthogonal least squares learning algorithm for radial basis function networks
    • S. Chen, C.F.N. Cowan and P.M. Grant, "Orthogonal least squares learning algorithm for radial basis function networks", IEEE Trans. Neural Networks, 2, pp. 302-309, 1991.
    • (1991) IEEE Trans. Neural Networks , vol.2 , pp. 302-309
    • Chen, S.1    Cowan, C.F.N.2    Grant, P.M.3
  • 13
    • 0028698255 scopus 로고
    • Wavelet neural networks: A design perspective
    • D. Clancy and Ü. Özgüner, "Wavelet neural networks: a design perspective", IEEE Int. Symp. Intelligent Control, TP2-5:10, pp. 376-381, 1994.
    • (1994) IEEE Int. Symp. Intelligent Control , vol.TP2-5 , Issue.10 , pp. 376-381
    • Clancy, D.1    Özgüner, U.2
  • 14
    • 0030130052 scopus 로고    scopus 로고
    • Wavelets: The mathematical background
    • A. Cohen and J. Kovačević, "Wavelets: the mathematical background", Proc. IEEE, 84, pp. 514-522, 1996.
    • (1996) Proc. IEEE , vol.84 , pp. 514-522
    • Cohen, A.1    Kovačević, J.2
  • 15
    • 0025482241 scopus 로고
    • The wavelet transform, time-frequency domain localization and signal analysis
    • I. Daubechies, "The wavelet transform, time-frequency domain localization and signal analysis", IEEE Trans. Inform Theory, 36, pp. 961-1005, 1990.
    • (1990) IEEE Trans. Inform Theory , vol.36 , pp. 961-1005
    • Daubechies, I.1
  • 16
    • 0003833285 scopus 로고
    • Ten Lectures on Wavelets
    • CBMS-NSF Regional Conferences, SIAM
    • I. Daubechies, Ten Lectures on Wavelets, CBMS-NSF Regional Conferences Series in Applied Mathematics no. 61, SIAM, 1995.
    • (1995) Series in Applied Mathematics , vol.61
    • Daubechies, I.1
  • 17
    • 80051598474 scopus 로고    scopus 로고
    • A wavelet neural network for detection of signals in communications
    • R. Gómez-Sánchez and D. Andina, "A wavelet neural network for detection of signals in communications", Wavelet Appl V, 3391, pp. 265-274, 1998.
    • (1998) Wavelet Appl , vol.3391 , pp. 265-274
    • Gómez-Sánchez, R.1    Andina, D.2
  • 19
    • 0030714386 scopus 로고    scopus 로고
    • The application of wavelet neural networks to nonlinear predictive control
    • D. Huang and Y. Jin, "The application of wavelet neural networks to nonlinear predictive control", IEEE Int. Conf. Neural Networks, 2, pp. 724-727, 1997.
    • (1997) IEEE Int. Conf. Neural Networks , vol.2 , pp. 724-727
    • Huang, D.1    Jin, Y.2
  • 20
    • 0030702729 scopus 로고    scopus 로고
    • Neural network algorithm using wavelets and auto regressive inputs for system identification
    • J.R. Hull, H.P. Pendse and M.T. Musavi, "Neural network algorithm using wavelets and auto regressive inputs for system identification", IEE Int. Conf. Neural Networks, 2, pp. 728-732, 1997.
    • (1997) IEE Int. Conf. Neural Networks , vol.2 , pp. 728-732
    • Hull, J.R.1    Pendse, H.P.2    Musavi, M.T.3
  • 24
    • 78751619659 scopus 로고    scopus 로고
    • Multi-scale non-linear system modeling using wavelet networks
    • A.N. Lemma and E.F. Deprettere, "Multi-scale non-linear system modeling using wavelet networks", SPIE-Int. Soc. Opt. Eng. Proc., 2825, pp. 600-605, 1996.
    • (1996) SPIE-Int. Soc. Opt. Eng. Proc , vol.2825 , pp. 600-605
    • Lemma, A.N.1    Deprettere, E.F.2
  • 25
    • 0037862841 scopus 로고    scopus 로고
    • M.R.G. Meireles, E.M. Paulo, P.E.M. Almeida, Marcelo and M.G. Simões, A comprehensive review for industrial applicability of artificial neural networks, IEEE Trans. on Ind. Electronics, 50, pp. 585-601, 2003.
    • M.R.G. Meireles, E.M. Paulo, P.E.M. Almeida, Marcelo and M.G. Simões, "A comprehensive review for industrial applicability of artificial neural networks", IEEE Trans. on Ind. Electronics, 50, pp. 585-601, 2003.
  • 26
  • 27
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • S.G. Mallat, "A theory for multiresolution signal decomposition: the wavelet representation", IEEE Trans. Pattern Anal. Machine Intelligence, 11, pp. 674-693, 1989b.
    • (1989) IEEE Trans. Pattern Anal. Machine Intelligence , vol.11 , pp. 674-693
    • Mallat, S.G.1
  • 28
    • 0031096393 scopus 로고    scopus 로고
    • Using wavelet neural networks for the optimal design of electromagnetic devices
    • W. Qing, S. Xuequin, Y.Qingxin and Y. Weili, "Using wavelet neural networks for the optimal design of electromagnetic devices", IEEE Trans. Magn., 33, pp. 1928-1931, 1997.
    • (1997) IEEE Trans. Magn , vol.33 , pp. 1928-1931
    • Qing, W.1    Xuequin, S.2    Qingxin, Y.3    Weili, Y.4
  • 29
    • 42149120519 scopus 로고    scopus 로고
    • E. Ribes-Gómez, Wavelet Neural Network Architectures and Algorithms for Nonlinear Modelling, in Doctoral Thesis, Queen's University Belfast, 2003.
    • E. Ribes-Gómez, "Wavelet Neural Network Architectures and Algorithms for Nonlinear Modelling," in Doctoral Thesis, Queen's University Belfast, 2003.
  • 32
    • 0030421196 scopus 로고    scopus 로고
    • X. Song and Q. Feihu Fast convergence algorithm for wavelet neural network used for signal approximation, in Proceedings of the Conference of Signal Processing ICSP'96, 1 and 2, pp. 1401-1411, 1996.
    • X. Song and Q. Feihu "Fast convergence algorithm for wavelet neural network used for signal approximation", in Proceedings of the Conference of Signal Processing ICSP'96, 1 and 2, pp. 1401-1411, 1996.
  • 33
    • 0033078192 scopus 로고    scopus 로고
    • Wavelet-based system identification for nonlinear control
    • N. Sureshbabu and J.A. Farrell, "Wavelet-based system identification for nonlinear control", IEEE Trans Automatic Control, 44, pp. 412-417, 1999.
    • (1999) IEEE Trans Automatic Control , vol.44 , pp. 412-417
    • Sureshbabu, N.1    Farrell, J.A.2
  • 35
    • 0004252361 scopus 로고
    • Wavelets and Subband Coding
    • Englewood Cliffs, NJ: Prentice Hall
    • M. Vetterli and J. Kovačević, Wavelets and Subband Coding, Signal Processing Series, Englewood Cliffs, NJ: Prentice Hall, 1995.
    • (1995) Signal Processing Series
    • Vetterli, M.1    Kovačević, J.2
  • 36
    • 0032046204 scopus 로고    scopus 로고
    • On-line successive synthesis of wavelet networks
    • K.W. Wong and A.C.S. Leung, "On-line successive synthesis of wavelet networks", Neural Proces. Lett., 2, pp. 91-100, 1997.
    • (1997) Neural Proces. Lett , vol.2 , pp. 91-100
    • Wong, K.W.1    Leung, A.C.S.2
  • 38
    • 0030086352 scopus 로고    scopus 로고
    • Evolving wavelet neural networks for function approximation
    • S. Yao, C.J. Wei and Z.Y. He, "Evolving wavelet neural networks for function approximation", Electronic Lett., 32, pp. 360-361, 1996.
    • (1996) Electronic Lett , vol.32 , pp. 360-361
    • Yao, S.1    Wei, C.J.2    He, Z.Y.3
  • 39
    • 84962877487 scopus 로고
    • The universal approximation of wavelet neural networks and orthogonal least-squares learning
    • Y. Yu and Y. Ke "The universal approximation of wavelet neural networks and orthogonal least-squares learning", in International Conference on Neural Information Processing ICONIP'95, 2, pp. 1021-1024, 1995.
    • (1995) International Conference on Neural Information Processing ICONIP'95 , vol.2 , pp. 1021-1024
    • Yu, Y.1    Ke, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.