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

E.S. Chng; S. Chen; B. Mulgrew

doi:10.1109/72.478403

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 ◽

Cited By ~ 86

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 ◽

Radial Basis

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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 ◽

Radial Basis

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A dynamic regularized Gaussian radial basis function network for nonlinear, nonstationary time series prediction

1995 International Conference on Acoustics, Speech, and Signal Processing ◽

10.1109/icassp.1995.479720 ◽

2002 ◽

Cited By ~ 6

Author(s):

P. Yee ◽

S. Haykin

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Network ◽

Nonstationary Time Series ◽

Radial Basis ◽

Function Network

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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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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 ◽

Cited By ~ 51

Author(s):

Haiping Du ◽

Nong Zhang

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Networks ◽

Encoding Scheme ◽

Radial Basis

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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 ◽

Cited By ~ 18

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 ◽

Radial Basis

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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 ◽

Cited By ~ 7

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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A dynamic regularized radial basis function network for nonlinear, nonstationary time series prediction

IEEE Transactions on Signal Processing ◽

10.1109/78.782193 ◽

1999 ◽

Vol 47 (9) ◽

pp. 2503-2521 ◽

Cited By ~ 33

Author(s):

P. Yee ◽

S. Haykin

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Network ◽

Nonstationary Time Series ◽

Radial Basis ◽

Function Network

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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 ◽

Cited By ~ 1

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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Long-term time-series prediction using radial basis function neural networks

10.1063/1.4912958 ◽

2015 ◽

Cited By ~ 1

Author(s):

Alex Alexandridis ◽

Ioannis Th. Famelis ◽

Charalambos Tsitouras

Keyword(s):

Neural Networks ◽

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis

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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 ◽

Cited By ~ 1

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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