Twin Support Vector Machines

Name: Twin Support Vector Machines
Brand: Springer International Publishing AG
SKU: 9783319834627
Price: 105.43 EUR
Availability: InStock

Models, Extensions and Applications

Автор: JAYADEVA

Език:

Корици: С меки корици

Издател: Springer International Publishing AG

Наличност: Външен склад

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105.43 € 206.21 лв

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

Информация за книгата

Автор

JAYADEVA

Език

Английски език

Корици

Книга - С меки корици

Издадена

2018

страници

211

EAN

9783319834627

ISBN

9783319834627

Enbook ID

19821859

Издател

Springer International Publishing AG

Теглоt

454

Размери

155 x 235 x 12

Пълно описание

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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Twin Support Vector Machines

Models, Extensions and Applications

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също