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

Download Full-text

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

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 ◽

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 ◽

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

ICA-based radial basis function network for multivariate chaotic time series forecasting

2010 International Conference on Intelligent Control and Information Processing ◽

10.1109/icicip.2010.5564341 ◽

2010 ◽

Author(s):

Jianhui Xi ◽

Yanfang Niu ◽

Liying Jiang

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Time Series Forecasting ◽

Chaotic Time Series ◽

Radial Basis ◽

Function Network

Download Full-text

The effect of different basis functions on a radial basis function network for time series prediction: A comparative study

Neurocomputing ◽

10.1016/j.neucom.2005.07.010 ◽

2006 ◽

Vol 69 (16-18) ◽

pp. 2161-2170 ◽

Author(s):

C. Harpham ◽

C.W. Dawson

Keyword(s):

Time Series ◽

Comparative Study ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Network ◽

Basis Functions ◽

Radial Basis ◽

Function Network

Download Full-text

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 ◽

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 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

Download Full-text

Chaotic radial basis function network with application to dynamic modeling of chaotic time series

Proceedings of the 20th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Vol.20 Biomedical Engineering Towards the Year 2000 and Beyond (Cat. No.98CH36286) ◽

10.1109/iembs.1998.747200 ◽

2002 ◽

Author(s):

A. Erfanian

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Dynamic Modeling ◽

Basis Function ◽

Radial Basis Function Network ◽

Chaotic Time Series ◽

Radial Basis ◽

Function Network

Download Full-text

Time series prediction using focused time lagged radial basis function network

2016 International Conference on Information Technology (InCITe) - The Next Generation IT Summit on the Theme - Internet of Things: Connect your Worlds ◽

10.1109/incite.2016.7857602 ◽

2016 ◽

Author(s):

Rajesh Kumar ◽

Smriti Srivastava ◽

J. R. P. Gupta

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Network ◽

Radial Basis ◽

Time Lagged ◽

Function Network

Download Full-text