Research Catalog
Least squares support vector machines
- Title
- Least squares support vector machines / Johan A.K. Suykens [and others].
- Publication
- River Edge, NJ : World Scientific, 2002.
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1 Item
| Status | Format | Access | Call Number | Item Location |
|---|---|---|---|---|
| Text | Request in advance | Q325.5 .L45 2002g | Off-site |
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Details
- Additional Authors
- Suykens, Johan A. K.
- Description
- xiv, 294 pages : illustrations; 24 cm
- Subjects
- Bibliography (note)
- Includes bibliographical references (p. 269-286) and index.
- Contents
- Ch. 1. Introduction -- Ch. 2. Support Vector Machines -- Ch. 3. Basic Methods of Least Squares Support Vector Machines -- Ch. 4. Bayesian Inference for LS-SVM Models -- Ch. 5. Robustness -- Ch. 6. Large Scale Problems -- Ch. 7. LS-SVM for Unsupervised Learning -- Ch. 8. LS-SVM for Recurrent Networks and Control.
- ISBN
- 9812381511 (alk. paper)
- LCCN
- 2002033063
- OCLC
- ocm51312978
- SCSB-4337322
- Owning Institutions
- Columbia University Libraries