Nonlinear Modeling: Advanced Black-Box Techniques

Suykens, Johan A.K., Vandewalle, Joos P.L., editors

ISBN 10: 0792381955 / ISBN 13: 9780792381952

Edité par Kluwer, 1998

A propos de cet article

*Price HAS BEEN REDUCED by 10% until Monday, Oct. 20 (sale item)* 273 pp., hardcover, previous owner's name to the front free endpaper, else fine. - If you are reading this, this item is actually (physically) in our stock and ready for shipment once ordered. We are not bookjackers. Buyer is responsible for any additional duties, taxes, or fees required by recipient's country.

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Détails bibliographiques

• Titre: Nonlinear Modeling: Advanced Black-Box Techniques
• Éditeur: Kluwer
• Date de parution: 1998
• Langue: anglais
• ISBN à 10 chiffres: 0792381955
• ISBN à 13 chiffres: 9780792381952
• Reliure: Couverture rigide
• État de l'article: Fine

A propos de ce titre

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.