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Twin Support Vector Machines

Name: Twin Support Vector Machines
Brand: Springer International Publishing AG
SKU: 19821859
Price: 102.9 EUR
Availability: InStock
Author: JAYADEVA
ISBN: 9783319834627

Models, Extensions and Applications

JAYADEVA

Língua

Inglês

Livro Capa mole

Código Libristo: 19821859

Editoras Springer International Publishing AG, julho 2018

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

Código Libristo: 19821859

249 b

102.90 €

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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 "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.