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Carte Twin Support Vector Machines Jaya Deva

Twin Support Vector Machines

Models, Extensions and Applications

Autor: Jaya Deva, Reshma Khemchandani, Suresh Chandra
Limbă: engleză
Legare: Copertă tare
Editura: Springer International Publishing AG
Disponibilitate: În depozitul extern
Expediem în 10-13 zile
551.70 lei
This book provides a systematic and focused study of the various aspects of twin support vector mach...

Informații despre carte

Autor
Jaya Deva, Reshma Khemchandani, Suresh Chandra
Limbă
engleză
Legare
Carte - Copertă tare
Publicat
2016
Pagini
211
EAN
9783319461847
ISBN
3319461842
Enbook ID
13787332
Editura
Springer International Publishing AG
Greutate
4675
Dimensiuni
155 x 235 x 19

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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