Twin Support Vector Machines

Name: Twin Support Vector Machines
Brand: Springer International Publishing AG
SKU: 9783319834627
Price: 553.26 RON
Availability: InStock

Models, Extensions and Applications

Autor: JAYADEVA

Limbă:

Legare: Carte broșată

Editura: Springer International Publishing AG

Disponibilitate: În depozitul extern

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

Informații despre carte

Autor

JAYADEVA

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2018

Pagini

211

EAN

9783319834627

ISBN

9783319834627

Enbook ID

19821859

Editura

Springer International Publishing AG

Greutate

454

Dimensiuni

155 x 235 x 12

Descriere completă

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

Informații despre carte

Descriere completă

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