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Automatic neural network modeling for univariate time series

✍ Scribed by Sandy D. Balkin; J.Keith Ord


Book ID
114174635
Publisher
Elsevier Science
Year
2000
Tongue
English
Weight
99 KB
Volume
16
Category
Article
ISSN
0169-2070

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This paper is concerned with modelling time series by single hidden layer feedforward neural network models. A coherent modelling strategy based on statistical inference is presented. Variable selection is carried out using simple existing techniques. The problem of selecting the number of hidden un