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Twin Support Vector Machines

Name: Twin Support Vector Machines
Brand: Springer
SKU: 41037074
Price: 44145 HUF
Availability: InStock
Author: Jayadeva
ISBN: 9783319461861

Models, Extensions and Applications

Jayadeva

Reshma Khemchandani

Suresh Chandra

Language

English

E-book Adobe ePub DRM

Libristo code: 41037074

Publishers Springer, October 2016

This book provides a systematic and focused study of the various aspects of twin support vector mach... Full description

Libristo code: 41037074

294 b

44 145 Ft

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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. 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 "e;Additional Topics"e; 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.