Time series forecasting by combining the radial basis function network and the self-organizing map

Gwo-Fong Lin; Lu-Hsien Chen

doi:10.1002/hyp.5637

Time series forecasting by combining the radial basis function network and the self-organizing map

Hydrological Processes ◽

10.1002/hyp.5637 ◽

2005 ◽

Vol 19 (10) ◽

pp. 1925-1937 ◽

Cited By ~ 41

Author(s):

Gwo-Fong Lin ◽

Lu-Hsien Chen

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Time Series Forecasting ◽

The Self ◽

Self Organizing Map ◽

Radial Basis ◽

Function Network ◽

Self Organizing

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COMBINING THE RADIAL BASIS FUNCTION NETWORK WITH THE SELF-ORGANIZING MAP FOR TIME SERIES FORECASTING

Hydroinformatics ◽

10.1142/9789812702838_0176 ◽

2004 ◽

pp. 1425-1432

Author(s):

GWO-FONG LIN ◽

LU-HSIEN CHEN

Keyword(s):

Time Series ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Time Series Forecasting ◽

The Self ◽

Self Organizing Map ◽

Radial Basis ◽

Function Network ◽

Self Organizing

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The Rapid Kernel Classifier: A Link between the Self-Organizing Feature Map and the Radial Basis Function Network

Journal of Intelligent Material Systems and Structures ◽

10.1177/1045389x9400500207 ◽

1994 ◽

Vol 5 (2) ◽

pp. 211-219 ◽

Cited By ~ 3

Author(s):

Joydeep Ghosh ◽

Srinivasa V. Chakravarthy

Keyword(s):

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

The Self ◽

Feature Map ◽

Radial Basis ◽

Function Network ◽

Self Organizing

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Fault detection and isolation in robotic manipulators and the radial basis function network trained by the Kohonen's self-organizing map

Proceedings 5th Brazilian Symposium on Neural Networks (Cat. No.98EX209) ◽

10.1109/sbrn.1998.730999 ◽

2002 ◽

Cited By ~ 2

Author(s):

R. Tinos ◽

M.H. Terra

Keyword(s):

Fault Detection ◽

Radial Basis Function ◽

Basis Function ◽

Radial Basis Function Network ◽

Robotic Manipulators ◽

Fault Detection And Isolation ◽

Self Organizing Map ◽

Radial Basis ◽

Function Network ◽

Self Organizing

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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 ◽

Cited By ~ 3

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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Self-organizing Radial Basis Function Network Modeling for Robot Manipulator

Innovations in Applied Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/11504894_81 ◽

2005 ◽

pp. 579-587 ◽

Cited By ~ 4

Author(s):

Dongwon Kim ◽

Sung-Hoe Huh ◽

Sam-Jun Seo ◽

Gwi-Tae Park

Keyword(s):

Radial Basis Function ◽

Basis Function ◽

Robot Manipulator ◽

Network Modeling ◽

Radial Basis Function Network ◽

Radial Basis ◽

Function Network ◽

Self Organizing

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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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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 ◽

Cited By ~ 26

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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Self-Organizing Radial Basis Function Network for Real-Time Approximation of Continuous-Time Dynamical Systems

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2007.909842 ◽

2008 ◽

Vol 19 (3) ◽

pp. 460-474 ◽

Cited By ~ 47

Author(s):

Jianming Lian ◽

Yonggon Lee ◽

S.D. Sudhoff ◽

S.H. Zak

Keyword(s):

Dynamical Systems ◽

Radial Basis Function ◽

Real Time ◽

Basis Function ◽

Continuous Time ◽

Radial Basis Function Network ◽

Time Approximation ◽

Radial Basis ◽

Function Network ◽

Self Organizing

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