Twin Support Vector Machines

Name: Twin Support Vector Machines
SKU: 25696959
Price: 270.99 AUD
Availability: InStock

Models, Extensions and Applications

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Format:

Hardback

Series:

Studies in Computational Intelligence

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Description

This book provides a systematic and focused study of the various aspects of twin support vector machines (TWSVM) and related developments for classification and regression. In addition to presenting most of the basic models of TWSVM and twin support vector regression (TWSVR) available in the literature, it also discusses the important and challenging applications of this new machine learning methodology. A chapter on “Additional Topics” has been included to discuss kernel optimization and support tensor machine topics, which are comparatively new but have great potential in applications. It is primarily written for graduate students and researchers in the area of machine learning and related topics in computer science, mathematics, electrical engineering, management science and finance.

Release date Australia

October 24th, 2016

Author

Series

Studies in Computational Intelligence

Pages

211

Edition

1st ed. 2017

Audience

Professional & Vocational

Illustrations

20 Illustrations, color; 1 Illustrations, black and white; XIV, 211 p. 21 illus., 20 illus. in color.

Dimensions

155x235x14

ISBN-13

9783319461847

Product ID

25696959

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