Twin Support Vector Machines : Models, Extensions and Applications
Softcover reprint of the original 1st ed. 2017
Book Details
Format
Paperback / Softback
Book Series
Studies in Computational Intelligence
ISBN-10
3319834622
ISBN-13
9783319834627
Edition
Softcover reprint of the original 1st ed. 2017
Publisher
Springer International Publishing AG
Imprint
Springer International Publishing AG
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jul 5th, 2018
Print length
211 Pages
Product Classification:
Artificial intelligenceArtificial intelligence (AI)
Ksh 16,200.00
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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.
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.
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