Authors:
- Presents models, extensions, and applications of twin support vector machines (TWSVM)
- Offers a systematic and focused study of the various aspects of TWSVM and related developments for classification and regression
- Discusses most of the basic models of TWVSM as well as important and challenging applications of the tools
- Includes a chapter on "Additional Topics" to discuss kernel optimization and support tensor machine topics
- Includes supplementary material: sn.pub/extras
Part of the book series: Studies in Computational Intelligence (SCI, volume 659)
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Table of contents (8 chapters)
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Front Matter
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Back Matter
About this book
Authors and Affiliations
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Department of Electrical Engineering, Indian Institute of Technology (I.I.T), New Delhi, India
Jayadeva
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Department of Computer Science, Faculty of Mathematics and Computer Science, South Asian University (SAU), New Delhi, India
Reshma Khemchandani
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Department of Mathematics, Indian Institute of Technology (I.I.T), New Delhi, India
Suresh Chandra
Bibliographic Information
Book Title: Twin Support Vector Machines
Book Subtitle: Models, Extensions and Applications
Authors: Jayadeva, Reshma Khemchandani, Suresh Chandra
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-319-46186-1
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2017
Hardcover ISBN: 978-3-319-46184-7Published: 24 October 2016
Softcover ISBN: 978-3-319-83462-7Published: 05 July 2018
eBook ISBN: 978-3-319-46186-1Published: 12 October 2016
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: XIV, 211
Number of Illustrations: 1 b/w illustrations, 20 illustrations in colour