Nonlinear Modeling
Advanced Black-Box Techniques
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Author
Contributions
- Vandewalle, Joos - Contributor
Publication
1998 - Springer US, Boston, MA, United States
Language
English
Word Count
64,000 words, Guess
Page Count
256 pages
Physical Format
Electronic resource
Identifiers
- Internet Archivenonlinearmodelin00sjbe
- ISBN-101461376114
- ISBN-101461557038
- ISBN-139781461376118
- ISBN-139781461557036
and 4 more
- OCLC Control Number851784726
- Better World Books9781461376118
- Better World Books9781461557036
- Open LibraryOL27077601M
Classifications
- DDC621.3815
- LCCTK7888.4
- LCCTK7888.4QC174.7-175.
and 1 more
- LCCTK7867-7867.5
Description
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.
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