Research Catalog

Nonlinear modeling : advanced black-box techniques

Title
Nonlinear modeling : advanced black-box techniques / edited by Johan A.K. Suykens and Joos Vandewalle.
Publication
Boston : Kluwer Academic Publishers, [1998], ©1998.

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TextRequest in advance TA174 .N65 1998Off-site

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Additional Authors
  • Suykens, Johan A. K.
  • Vandewalle, J. (Joos), 1948-
Description
xvii, 256 pages : illustrations; 25 cm
Subjects
Bibliography (note)
  • Includes bibliographical references and index.
Contents
1. Neural Nets and Related Model Structures for Nonlinear System Identification / Jonas Sjoberg and Lester S. H. Ngia -- 2. Enhanced Multi-Stream Kalman Filter Training for Recurrent Networks / Lee A. Feldkamp, Danil V. Prokhorov and Charles F. Eagen [et al.] -- 3. The Support Vector Method of Function Estimation / Vladimir Vapnik -- 4. Parametric Density Estimation for the Classification of Acoustic Feature Vectors in Speech Recognition / Sankar Basu and Charles A. Micchelli -- 5. Wavelet Based Modeling of Nonlinear Systems / Yi Yu, Waine Lawton and Seng Luan Lee [et al.] -- 6. Nonlinear Identification based on Fuzzy Models / Vincent Wertz and Stephen Yurkovich -- 7. Statistical Learning in Control and Matrix Theory / M. Vidyasagar -- 8. Nonlinear Time-Series Analysis / Ulrich Parlitz -- 9. The K. U. Leuven Time Series Prediction Competition / Johan A. K. Suykens and Joos Vandewalle.
ISBN
0792381955 (alk. paper)
LCCN
98026531
OCLC
ocm39216247
Owning Institutions
Columbia University Libraries