Twin Support Vector Machines

Name: Twin Support Vector Machines
Brand: Springer International Publishing AG
SKU: 9783319834627
Price: 99.9 EUR
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Models, Extensions and Applications

Autor: JAYADEVA

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

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

Informácie o knihe

Autor

JAYADEVA

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2018

Stránok

211

EAN

9783319834627

ISBN

9783319834627

Enbook ID

19821859

Vydavateľ

Springer International Publishing AG

Hmotnosť

454

Rozmery

155 x 235 x 12

Kompletný popis

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

Informácie o knihe

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