Chaotic time series prediction by combining echo-state networks and radial basis function networks

2010 IEEE International Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2010.5589260 ◽

2010 ◽

Author(s):

Yoshitaka Itoh ◽

Masaharu Adachi

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Radial Basis Function Networks ◽

Echo State Networks ◽

Radial Basis ◽

Chaotic Time Series Prediction

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Chaotic Time Series Prediction Using Radial Basis Function Networks

2018 4th International Conference on Green Technology and Sustainable Development (GTSD) ◽

10.1109/gtsd.2018.8595677 ◽

2018 ◽

Author(s):

Nguyen Van Truc ◽

Duong Tuan Anh

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Radial Basis Function Networks ◽

Radial Basis ◽

Chaotic Time Series Prediction

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Multivariate Chaotic Time Series Prediction Based on Radial Basis Function Neural Network

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

10.1007/11760023_109 ◽

2006 ◽

pp. 741-746 ◽

Author(s):

Min Han ◽

Wei Guo ◽

Mingming Fan

Keyword(s):

Neural Network ◽

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Chaotic Time Series ◽

Radial Basis ◽

Chaotic Time Series Prediction

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Chaotic Time Series Prediction Based on Radial Basis Function Network

Eighth ACIS International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing (SNPD 2007) ◽

10.1109/snpd.2007.327 ◽

2007 ◽

Author(s):

Ding Tao ◽

Xiao Hongfei

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Network ◽

Chaotic Time Series ◽

Radial Basis ◽

Chaotic Time Series Prediction ◽

Function Network

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The Effect of Several Parameters on Radial Basis Function Networks for Time Series Prediction

Journal of Applied Sciences ◽

10.3923/jas.2006.1608.1611 ◽

2006 ◽

Vol 6 (7) ◽

pp. 1608-1611

Author(s):

Mitat Uysal

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Networks ◽

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Time series prediction using evolving radial basis function networks with new encoding scheme

Neurocomputing ◽

10.1016/j.neucom.2007.06.004 ◽

2008 ◽

Vol 71 (7-9) ◽

pp. 1388-1400 ◽

Author(s):

Haiping Du ◽

Nong Zhang

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Networks ◽

Encoding Scheme ◽

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Gradient radial basis function networks for nonlinear and nonstationary time series prediction

IEEE Transactions on Neural Networks ◽

10.1109/72.478403 ◽

1996 ◽

Vol 7 (1) ◽

pp. 190-194 ◽

Author(s):

E.S. Chng ◽

S. Chen ◽

B. Mulgrew

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Nonstationary Time Series ◽

Radial Basis Function Networks ◽

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Dual-orthogonal radial basis function networks for nonlinear time series prediction

Neural Networks ◽

10.1016/s0893-6080(97)00132-9 ◽

1998 ◽

Vol 11 (3) ◽

pp. 479-493 ◽

Author(s):

Steve A. Billings ◽

X. Hong

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Nonlinear Time Series ◽

Radial Basis Function Networks ◽

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Configuring radial basis function network using fractal scaling process with application to chaotic time series prediction

Chaos Solitons & Fractals ◽

10.1016/j.chaos.2004.03.008 ◽

2004 ◽

Vol 22 (4) ◽

pp. 757-766 ◽

Author(s):

Abbas Erfanian Omidvar

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Network ◽

Chaotic Time Series ◽

Fractal Scaling ◽

Scaling Process ◽

Chaotic Time Series Prediction ◽

Function Network

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A new radial basis function networks structure: application to time series prediction

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium ◽

10.1109/ijcnn.2000.860812 ◽

2000 ◽

Author(s):

I. Rojas ◽

H. Pomares ◽

J. Gonzalez ◽

E. Ros ◽

M. Salmeron ◽

...

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Networks ◽

Radial Basis ◽

Networks Structure

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Auto-configuring radial basis function networks for chaotic time series and flood forecasting

Hydrological Processes ◽

10.1002/hyp.7352 ◽

2009 ◽

Vol 23 (17) ◽

pp. 2450-2459 ◽

Author(s):

Li-Chiu Chang ◽

Fi-John Chang ◽

Yuan-Peng Wang

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Flood Forecasting ◽

Chaotic Time Series ◽

Radial Basis Function Networks ◽

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