Hybridizing mixtures of experts with support vector machines: Investigation into nonlinear dynamic systems identification

Information Sciences ◽

10.1016/j.ins.2007.01.009 ◽

2007 ◽

Vol 177 (10) ◽

pp. 2049-2074 ◽

Author(s):

Clodoaldo A.M. Lima ◽

André L.V. Coelho ◽

Fernando J. Von Zuben

Keyword(s):

Support Vector Machines ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Support Vector ◽

Mixtures Of Experts ◽

Vector Machines ◽

Systems Identification

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Multiscale Asymmetric Orthogonal Wavelet Kernel for Linear Programming Support Vector Learning and Nonlinear Dynamic Systems Identification

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2013.2279834 ◽

2014 ◽

Vol 44 (5) ◽

pp. 712-724 ◽

Author(s):

Zhao Lu ◽

Jing Sun ◽

Kenneth Butts

Keyword(s):

Linear Programming ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Support Vector ◽

Orthogonal Wavelet ◽

Systems Identification ◽

Programming Support

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Mixture of experts applied to nonlinear dynamic systems identification: a comparative study

VII Brazilian Symposium on Neural Networks, 2002. SBRN 2002. Proceedings. ◽

10.1109/sbrn.2002.1181463 ◽

2003 ◽

Author(s):

C.Ap.M. Lima ◽

A.L.V. Coelho ◽

F.J. Von Zuben

Keyword(s):

Comparative Study ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Mixture Of Experts ◽

Systems Identification

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Nonlinear Dynamic Classification of Momentary Mental Workload Using Physiological Features and NARX-Model-Based Least-Squares Support Vector Machines

IEEE Transactions on Human-Machine Systems ◽

10.1109/thms.2017.2700631 ◽

2017 ◽

Vol 47 (4) ◽

pp. 536-549 ◽

Author(s):

Jianhua Zhang ◽

Zhong Yin ◽

Rubin Wang

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Nonlinear Dynamic ◽

Mental Workload ◽

Support Vector ◽

Model Based ◽

Vector Machines ◽

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On the modelling of nonlinear dynamic systems using support vector neural networks

Engineering Applications of Artificial Intelligence ◽

10.1016/s0952-1976(00)00069-5 ◽

2001 ◽

Vol 14 (2) ◽

pp. 105-113 ◽

Author(s):

W.C. Chan ◽

C.W. Chan ◽

K.C. Cheung ◽

C.J. Harris

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

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Modeling of nonlinear dynamic system using nu-support vector machines

Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788) ◽

10.1109/wcica.2004.1340572 ◽

2004 ◽

Author(s):

Meiying Ye ◽

Xiaodong Wang

Keyword(s):

Support Vector Machines ◽

Dynamic System ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic System ◽

Support Vector ◽

Vector Machines

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Nonlinear dynamic systems identification with dynamic neural networks for fault diagnosis in technical processes

Proceedings of IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.1994.400177 ◽

2002 ◽

Author(s):

M. Ayoubi

Keyword(s):

Neural Networks ◽

Fault Diagnosis ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Dynamic Neural Networks ◽

Systems Identification

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Erratum to: Nonlinear dynamic systems identification based on dynamic wavelet neural units

Neural Computing and Applications ◽

10.1007/s00521-011-0520-y ◽

2011 ◽

Vol 21 (6) ◽

pp. 1463-1463

Author(s):

L. Saad Saoud ◽

A. Khellaf

Keyword(s):

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Systems Identification

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Training ANFIS using artificial bee colony algorithm for nonlinear dynamic systems identification

2014 22nd Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2014.6830273 ◽

2014 ◽

Author(s):

Dervis Karaboga ◽

Ebubekir Kaya

Keyword(s):

Dynamic Systems ◽

Nonlinear Dynamic ◽

Artificial Bee Colony Algorithm ◽

Artificial Bee Colony ◽

Nonlinear Dynamic Systems ◽

Systems Identification

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Adaptive Neural Networks for Nonlinear Dynamic Systems Identification

2013 Fifth International Conference on Computational Intelligence, Modelling and Simulation ◽

10.1109/cimsim.2013.10 ◽

2013 ◽

Author(s):

Erwin Sitompul

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Adaptive Neural Networks ◽

Systems Identification

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Nonlinear dynamic systems identification based on dynamic wavelet neural units

Neural Computing and Applications ◽

10.1007/s00521-010-0438-9 ◽

2010 ◽

Vol 19 (7) ◽

pp. 997-1002

Author(s):

L. Saad Saoud ◽

A. Khellaf

Keyword(s):

Dynamic Systems ◽

Nonlinear Dynamic ◽

Nonlinear Dynamic Systems ◽

Systems Identification

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