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Book Cover
Author Vemuri, V. Rao.

Title Artificial neural networks : forecasting time series / V. Rao Vemuri, Robert D. Rogers
Published Los Alamitos, Calif. : IEEE Computer Society Press, [1994]


Location Call no. Vol. Availability
 MELB  003.8501136 Vem/Ann  AVAILABLE
Description v, 110 pages : illustrations ; 28 cm
Contents Time Series and the Forecasting Problem / R. D. Rogers and V. Vemuri -- Learning Representations by Back-Propagating Errors / D. E. Rumelhart, G. E. Hinton and R. J. Williams -- Time Series Prediction by Adaptive Networks: A Dynamical Systems Perspective / D. Lowe and A. R. Webb -- Time Series Forecasting Using Neural Networks vs. Box-Jenkins Methodology / Z. Tang, C. de Almeida and P. A. Fishwick -- Generalization by Weight-Elimination with Application to Forecasting / A. S. Weigend, D. E. Rumelhart and B. A. Huberman -- Nonlinear Signal Processing and System Identification: Application to Time Series from Electrochemical Reactions / J. L. Hudson et al -- Electric Load Forecasting Using an Artificial Neural Network / D. C. Park -- Forecasting the Behavior of Multivariate Time Series Using Neural Networks / K. Chakraborty -- Predicting Chaotic Time Series / J. D. Farmer and J. J. Sidorowich
Hierarchical Training of Neural Networks and Prediction of Chaotic Time Series / J. Deppisch, H.-U. Bauer and T. Geisel -- A Tree Structured Adaptive Network for Function Approximation in High-Dimensional Spaces / T. D. Sanger -- A Modified Probabilistic Neural Network (PNN) for Nonlinear Time Series Analysis / A. Zaknich, C. J. S. deSilva and Y. Attikiouzel -- Using CNLS-Net to Predict the Mackey-Glass Chaotic Time Series / W. C. Mead et al -- Extrapolation of Mackey-Glass Data Using Cascade Correlation / D. Ensley and D. E. Nelson -- How To Get Started With ANN Research
Notes "IEEE Computer Society Press order number 5120-05"--T.P. verso
"IEEE catalog number EHO382-2"--T.P. verso
Bibliography Includes bibliographical references
Subject Neural networks (Computer science)
Author Rogers, Robert D.
LC no. 93037174
ISBN 0818651202 (paperback)
0818651210 (microfische)