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

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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 ◽

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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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

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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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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

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A comparative study of radial basis function network with different basis functions for stock trend prediction

2015 IEEE Power, Communication and Information Technology Conference (PCITC) ◽

10.1109/pcitc.2015.7438204 ◽

2015 ◽

Author(s):

Rajashree Dash ◽

P. K. Dash

Keyword(s):

Comparative Study ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Basis Functions ◽

Trend Prediction ◽

Radial Basis ◽

Function Network

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Recurrent radial basis function network for time-series prediction

Engineering Applications of Artificial Intelligence ◽

10.1016/s0952-1976(03)00063-0 ◽

2003 ◽

Vol 16 (5-6) ◽

pp. 453-463 ◽

Author(s):

Ryad Zemouri ◽

Daniel Racoceanu ◽

Noureddine Zerhouni

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Time Series Prediction ◽

Radial Basis Function Network ◽

Radial Basis ◽

Function Network

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Stability Analysis of Nonlinear Systems via Estimating Radial-Basis-Function-Network-Based Lyapunov Exponents From a Scalar Time Series

Volume 2: Legged Locomotion; Mechatronic Systems; Mechatronics; Mechatronics for Aquatic Environments; MEMS Control; Model Predictive Control; Modeling and Model-Based Control of Advanced IC Engines; ◽

10.1115/dscc2012-movic2012-8508 ◽

2012 ◽

Author(s):

Yuming Sun ◽

Qiong Wu

Keyword(s):

Time Series ◽

Stability Analysis ◽

Nonlinear Systems ◽

Radial Basis Function ◽

Lyapunov Exponents ◽

Basis Function ◽

Radial Basis Function Network ◽

Radial Basis ◽

Function Network ◽

Scalar Time Series

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Determining the structure of a radial basis function network for prediction of nonlinear hydrological time series

Hydrological Sciences Journal ◽

10.1623/hysj.51.1.21 ◽

2006 ◽

Vol 51 (1) ◽

pp. 21-44 ◽

Author(s):

A. W. JAYAWARDENA ◽

P. C. XU ◽

F. L. TSANG ◽

W. K. LI

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Radial Basis ◽

Function Network

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WITHDRAWN: Recurrent NARX time series model prediction: A feedforward and recurrent radial basis function network

Neural Networks ◽

10.1016/j.neunet.2010.03.005 ◽

2010 ◽

Author(s):

Ryad Zemouri ◽

Rafael Gouriveau

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Model Prediction ◽

Basis Function ◽

Radial Basis Function Network ◽

Time Series Model ◽

Radial Basis ◽

Function Network

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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

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