Support Vector Echo-State Machine for Chaotic Time-Series Prediction

Zhiwei Shi; Min Han

doi:10.1109/tnn.2006.885113

Support Vector Echo-State Machine for Chaotic Time-Series Prediction

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2006.885113 ◽

2007 ◽

Vol 18 (2) ◽

pp. 359-372 ◽

Cited By ~ 169

Author(s):

Zhiwei Shi ◽

Min Han

Keyword(s):

Time Series ◽

Time Series Prediction ◽

State Machine ◽

Chaotic Time Series ◽

Support Vector ◽

Chaotic Time Series Prediction

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Chaotic time series prediction based on multi-kernel learning support vector regression

Acta Physica Sinica ◽

10.7498/aps.57.2708 ◽

2008 ◽

Vol 57 (5) ◽

pp. 2708

Author(s):

Zhang Jun-Feng ◽

Hu Shou-Song

Keyword(s):

Time Series ◽

Support Vector Regression ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Kernel Learning ◽

Support Vector ◽

Learning Support ◽

Chaotic Time Series Prediction

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Chaotic time series prediction using knowledge based Green’s Kernel and least-squares support vector machines

2007 IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2007.4414023 ◽

2007 ◽

Cited By ~ 7

Author(s):

Tahir Farooq ◽

Aziz Guergachi ◽

Sridhar Krishnan

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Least Squares ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Support Vector ◽

Knowledge Based ◽

Vector Machines ◽

Chaotic Time Series Prediction

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Application of least square support vector machine based on particle swarm optimization to chaotic time series prediction

2009 IEEE International Conference on Intelligent Computing and Intelligent Systems ◽

10.1109/icicisys.2009.5357656 ◽

2009 ◽

Cited By ~ 1

Author(s):

Ping Liu ◽

Jian Yao

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Particle Swarm Optimization ◽

Time Series Prediction ◽

Particle Swarm ◽

Chaotic Time Series ◽

Least Square ◽

Support Vector ◽

Swarm Optimization ◽

Chaotic Time Series Prediction

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Chaotic time series prediction using least squares support vector machines

Chinese Physics ◽

10.1088/1009-1963/13/4/007 ◽

2004 ◽

Vol 13 (4) ◽

pp. 454-458 ◽

Cited By ~ 24

Author(s):

Ye Mei-Ying ◽

Wang Xiao-Dong

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Least Squares ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Support Vector ◽

Vector Machines ◽

Chaotic Time Series Prediction

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Chaotic time series prediction based on fuzzy possibility c-mean and composite kernel support vector regression

2010 2nd IEEE International Conference on Information Management and Engineering ◽

10.1109/icime.2010.5477442 ◽

2010 ◽

Author(s):

Huizhi Yang ◽

Hui Ma

Keyword(s):

Time Series ◽

Support Vector Regression ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Support Vector ◽

Composite Kernel ◽

Chaotic Time Series Prediction

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Chaotic time series prediction using filtering window based least squares support vector regression

Acta Physica Sinica ◽

10.7498/aps.62.120511 ◽

2013 ◽

Vol 62 (12) ◽

pp. 120511

Author(s):

Zhao Yong-Ping ◽

Zhang Li-Yan ◽

Li De-Cai ◽

Wang Li-Feng ◽

Jiang Hong-Zhang

Keyword(s):

Time Series ◽

Least Squares ◽

Support Vector Regression ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Support Vector ◽

Chaotic Time Series Prediction

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A Distributed Support Vector Machines Architecture for Chaotic Time Series Prediction

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/11893028_99 ◽

2006 ◽

pp. 892-899 ◽

Cited By ~ 5

Author(s):

Jian Cheng ◽

Jian-sheng Qian ◽

Yi-nan Guo

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Support Vector ◽

Vector Machines ◽

Chaotic Time Series Prediction

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Chaotic time series prediction using fuzzy sigmoid kernel-based support vector machines

Chinese Physics ◽

10.1088/1009-1963/15/6/012 ◽

2006 ◽

Vol 15 (6) ◽

pp. 1196-1200 ◽

Cited By ~ 13

Author(s):

Liu Han ◽

Liu Ding ◽

Deng Ling-Feng

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Support Vector ◽

Vector Machines ◽

Chaotic Time Series Prediction

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Combination kernel function least squares support vector machine for chaotic time series prediction

Acta Physica Sinica ◽

10.7498/aps.63.160508 ◽

2014 ◽

Vol 63 (16) ◽

pp. 160508

Author(s):

Tian Zhong-Da ◽

Gao Xian-Wen ◽

Shi Tong

Keyword(s):

Time Series ◽

Support Vector Machine ◽

Least Squares ◽

Kernel Function ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Support Vector ◽

Chaotic Time Series Prediction

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Developing a Local Least-Squares Support Vector Machines-Based Neuro-Fuzzy Model for Nonlinear and Chaotic Time Series Prediction

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2012.2227148 ◽

2013 ◽

Vol 24 (2) ◽

pp. 207-218 ◽

Cited By ~ 82

Author(s):

A. Miranian ◽

M. Abdollahzade

Keyword(s):

Time Series ◽

Support Vector Machines ◽

Least Squares ◽

Time Series Prediction ◽

Fuzzy Model ◽

Chaotic Time Series ◽

Support Vector ◽

Neuro Fuzzy ◽

Vector Machines ◽

Chaotic Time Series Prediction

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