Nonlinear Modeling: Advanced Black-Box Techniques - Couverture rigide

Couverture rigide

ISBN 10 : 0792381955 ISBN 13 : 9780792381952

Editeur : Kluwer Academic Publishers, 1998

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.

Détails de l'édition

• Éditeur: Kluwer Academic Publishers
• Date d'édition: 1998
• Langue: anglais
• ISBN 10: 0792381955
• ISBN 13: 9780792381952
• Reliure: Relié
• Nombre de pages: 273
• Éditeur: Suykens Johan A.K., Vandewalle Joos P.L.
• Coordonnées du fabricant: KINESIS; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; 22391; Allemagne