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Item Details
| Title:
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NONLINEAR MODELING
ADVANCED BLACK-BOX TECHNIQUES |
| By: |
Johan A. K. Suykens (Editor), Joos P. L. Vandewalle (Editor) |
| Format: |
Paperback |
| List price:
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£146.50 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
1461376114 |
| ISBN 13: |
9781461376118 |
| Publisher: |
SPRINGER-VERLAG NEW YORK INC. |
| Pub. date: |
5 November, 2012 |
| Edition: |
Softcover reprint of the original 1st ed. 1998 |
| Pages: |
273 |
| Synopsis: |
Nonlinear Modeling: Advanced Black-Box Techniques discusses methods on * Neural nets and related model structures for nonlinear system identification; * Enhanced multi-stream Kalman filter training for recurrent networks; * The support vector method of function estimation; * Parametric density estimation for the classification of acoustic feature vectors in speech recognition; * Wavelet-based modeling of nonlinear systems; * Nonlinear identification based on fuzzy models; * Statistical learning in control and matrix theory; * Nonlinear time-series analysis. It also contains the results of the K.U. Leuven time series prediction competition, held within the framework of an international workshop at the K.U. Leuven, Belgium in July 1998. |
| Illustrations: |
biography |
| Publication: |
US |
| Imprint: |
Springer-Verlag New York Inc. |
| Returns: |
Returnable |
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