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Volumn 5, Issue 3, 2006, Pages 438-444

Least squares support vector machine on Morlet wavelet kernel function and its application to nonlinear system identification

Author keywords

LS MWSVM; Morlet wavelet kernel function; Support vector kernel function; SVM

Indexed keywords

LS-MWSVM; MORLET WAVELET KERNEL FUNCTION; SUPPORT VECTOR KERNEL FUNCTION;

EID: 33749641352     PISSN: 18125638     EISSN: 18125646     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (10)

References (11)
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    • Comparing support vector machines with gaussian kernels to radical basis ruction classifiers
    • Bernhard, S. et al., 1997. Comparing support vector machines with gaussian kernels to radical basis ruction classifiers. IEEE Transaction on Signal Processing, 45: 2758-2765.
    • (1997) IEEE Transaction on Signal Processing , vol.45 , pp. 2758-2765
    • Bernhard, S.1
  • 2
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges, C.J.C. 1998. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery, 2: 955-974.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 955-974
    • Burges, C.J.C.1
  • 3
    • 0002615660 scopus 로고    scopus 로고
    • Geometry and invariance in kernel based methods [A]
    • Cambridge, MA: MIT Press
    • Burges, C.J.C., 1999. Geometry and invariance in kernel based methods [A], in Advance in Kernel Methods-Support Vector Learning[C]. Cambridge, MA: MIT Press, pp: 89-116.
    • (1999) Advance in Kernel Methods-support Vector Learning[C] , pp. 89-116
    • Burges, C.J.C.1
  • 5
    • 0001500115 scopus 로고
    • Function of positive and negative type and their connection with the theory of integral equations [J]
    • Mercer, J., 1909. Function of positive and negative type and their connection with the theory of integral equations [J]. Philosophical Transactions of the Royal Society of London: A, 209: 415-446.
    • (1909) Philosophical Transactions of the Royal Society of London: A , vol.209 , pp. 415-446
    • Mercer, J.1
  • 6
    • 0032098361 scopus 로고    scopus 로고
    • The connection between regularization operators and support vector kernels
    • Smola, A. et al., 1998. The connection between regularization operators and support vector kernels. Neural Networks, 11: 637-649.
    • (1998) Neural Networks , vol.11 , pp. 637-649
    • Smola, A.1
  • 7
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • Suykens, J.A.K. et al., 1999. Least squares support vector machine classifiers. Neural Processing Letter, 9: 293-300.
    • (1999) Neural Processing Letter , vol.9 , pp. 293-300
    • Suykens, J.A.K.1
  • 10
    • 0002343859 scopus 로고    scopus 로고
    • Introduction to statistical learning therory and support vector machines
    • Zhang, X.G., 2000. Introduction to statistical learning therory and support vector machines. Acta Automatica Snica, 26: 32-42.
    • (2000) Acta Automatica Snica , vol.26 , pp. 32-42
    • Zhang, X.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.