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Nonlinear Modeling: Advanced Black-Box Techniques. Softcover reprint of the original 1st ed. 1998
・ISBN 978-1-4613-7611-8 paper EUR 149.99
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| 著者・編者 | Suykens, Johan A.K. / Vandewalle, Joos P.L. (eds.), |
|---|---|
| 出版社 | (Springer-Verlag New York Inc., US) |
| 出版年月 | 2012 |
| ページ数 | 256 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A04-80553＞ |
解説
Nonlinear Modeling: Advanced Black-Box Techniques discusses methods on
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.
- 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.