Twin Support Vector Machines

Twin Support Vector Machines

by Reshma KhemchandaniSuresh Chandra and Jayadeva
Epub (Kobo), Epub (Adobe)
Publication Date: 13/11/2016

Share This eBook:

  $143.99

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.

ISBN:
9783319461861
9783319461861
Category:
Artificial intelligence
Format:
Epub (Kobo), Epub (Adobe)
Publication Date:
13-11-2016
Language:
English
Publisher:
Springer International Publishing

This item is delivered digitally

Reviews

Be the first to review Twin Support Vector Machines.