Least Squares Support Vector Machine on Morlet Wavelet Kernel Function and its Application to Nonlinear System Identification

Information Technology Journal ◽

10.3923/itj.2006.439.444 ◽

2006 ◽

Vol 5 (3) ◽

pp. 439-444 ◽

Author(s):

Fangfang Wu ◽

Yinliang Zhao

Keyword(s):

Support Vector Machine ◽

System Identification ◽

Nonlinear System ◽

Least Squares ◽

Kernel Function ◽

Nonlinear System Identification ◽

Morlet Wavelet ◽

Support Vector ◽

Wavelet Kernel Function

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Nonlinear System Identification Using Least Squares Support Vector Machine

Third International Conference on Natural Computation (ICNC 2007) ◽

10.1109/icnc.2007.505 ◽

2007 ◽

Author(s):

Hua Liang ◽

Jinya Song ◽

Bolin Wang

Keyword(s):

Support Vector Machine ◽

System Identification ◽

Nonlinear System ◽

Least Squares ◽

Nonlinear System Identification ◽

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An instrumental least squares support vector machine for nonlinear system identification

10.1016/j.automatica.2015.02.017 ◽

2015 ◽

Vol 54 ◽

pp. 340-347 ◽

Author(s):

Vincent Laurain ◽

Roland Tóth ◽

Dario Piga ◽

Wei Xing Zheng

Keyword(s):

Support Vector Machine ◽

System Identification ◽

Nonlinear System ◽

Least Squares ◽

Nonlinear System Identification ◽

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Nonlinear system identification using least squares support vector machine tuned by an adaptive particle swarm optimization

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-015-0403-0 ◽

2015 ◽

Vol 6 (6) ◽

pp. 981-992 ◽

Author(s):

Shuen Wang ◽

Zhenzhen Han ◽

Fucai Liu ◽

Yinggan Tang

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

System Identification ◽

Nonlinear System ◽

Least Squares ◽

Nonlinear System Identification ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization ◽

Adaptive Particle Swarm Optimization

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A NOVEL REDUCED SUPPORT VECTOR MACHINE ON MORLET WAVELET KERNEL FUNCTION

Proceedings of the 11th Joint International Computer Conference ◽

10.1142/9789812701534_0078 ◽

2005 ◽

Author(s):

FangFang Wu ◽

YinLiang Zhao

Keyword(s):

Support Vector Machine ◽

Kernel Function ◽

Morlet Wavelet ◽

Support Vector ◽

Wavelet Kernel Function

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Least Squares Wavelet Support Vector Machines for Nonlinear System Identification

Advances in Neural Networks – ISNN 2005 - Lecture Notes in Computer Science ◽

10.1007/11427445_71 ◽

2005 ◽

pp. 436-441 ◽

Author(s):

Zhenhua Yu ◽

Yuanli Cai

Keyword(s):

Support Vector Machines ◽

System Identification ◽

Nonlinear System ◽

Least Squares ◽

Nonlinear System Identification ◽

Support Vector ◽

Vector Machines

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Nonlinear System Identification using Least Squares Support Vector Machines

2005 International Conference on Neural Networks and Brain ◽

10.1109/icnnb.2005.1614645 ◽

2006 ◽

Author(s):

Ming-guang Zhang ◽

Xing-gui Wang ◽

Wen-hui Li

Keyword(s):

Support Vector Machines ◽

System Identification ◽

Nonlinear System ◽

Least Squares ◽

Nonlinear System Identification ◽

Support Vector ◽

Vector Machines

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Least Squares Support Vector Machine on Moret Wavelet kernel Function

2005 International Conference on Neural Networks and Brain ◽

10.1109/icnnb.2005.1614625 ◽

2006 ◽

Author(s):

Fangfang Wu ◽

Yinliang Zhao

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Kernel Function ◽

Support Vector ◽

Wavelet Kernel Function

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Nonlinear System Identification based on Support Vector Machine using Particle Swarm Optimization

2006 SICE-ICASE International Joint Conference ◽

10.1109/sice.2006.315099 ◽

2006 ◽

Author(s):

Byung-hwa Lee ◽

Sang-un Kim ◽

Jin-wook Seok ◽

Sangchul Won

Keyword(s):

Support Vector Machine ◽

Particle Swarm Optimization ◽

System Identification ◽

Nonlinear System ◽

Nonlinear System Identification ◽

Particle Swarm ◽

Support Vector ◽

Swarm Optimization

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Least Squares Support Vector Machine on Gaussian Wavelet Kernel Function Set

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11759966_137 ◽

2006 ◽

pp. 936-941 ◽

Author(s):

Fangfang Wu ◽

Yinliang Zhao

Keyword(s):

Support Vector Machine ◽

Least Squares ◽

Kernel Function ◽

Support Vector ◽

Wavelet Kernel Function

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Study of nonlinear system identification based on support vector machine

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) ◽

10.1109/icmlc.2004.1378604 ◽

2005 ◽

Author(s):

Ming-guang Zhang ◽

Wei-wu Yan ◽

Zhan-ting Yuan

Keyword(s):

Support Vector Machine ◽

System Identification ◽

Nonlinear System ◽

Nonlinear System Identification ◽

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