A Time Series Prediction Method Based on a Modified Radial Basis Function

International Journal of Simulation Systems Science & Technology ◽

10.5013/ijssst.a.17.46.13 ◽

2016 ◽

Author(s):

Guest Editor Jianping Du

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Prediction Method ◽

Radial Basis

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

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

Download Full-text

Time Series Prediction Using Robust Radial Basis Function with Two-Stage Learning Rule

19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007) ◽

10.1109/ictai.2007.144 ◽

2007 ◽

Author(s):

Chien-Cheng Lee ◽

Cheng-Yuan Shih

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Learning Rule ◽

Two Stage ◽

Radial Basis

Download Full-text

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

Download Full-text

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

Download Full-text

Noisy time series prediction using M-estimator based robust radial basis function neural networks with growing and pruning techniques

Expert Systems with Applications ◽

10.1016/j.eswa.2008.06.017 ◽

2009 ◽

Vol 36 (3) ◽

pp. 4717-4724 ◽

Cited By ~ 32

Author(s):

Chien-Cheng Lee ◽

Yu-Chun Chiang ◽

Cheng-Yuan Shih ◽

Chun-Li Tsai

Keyword(s):

Neural Networks ◽

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

M Estimator ◽

Noisy Time Series ◽

Radial Basis ◽

Pruning Techniques

Download Full-text