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Książka Twin Support Vector Machines Jaya Deva

Twin Support Vector Machines

Models, Extensions and Applications

Autor: Jaya Deva, Reshma Khemchandani, Suresh Chandra
Język: Angielski
Oprawa: Twarda
Wydawca: Springer International Publishing AG
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
432.51 zł
This book provides a systematic and focused study of the various aspects of twin support vector mach...

Informacje o książce

Autor
Jaya Deva, Reshma Khemchandani, Suresh Chandra
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2016
strony
211
EAN
9783319461847
ISBN
3319461842
Enbook ID
13787332
Wydawca
Springer International Publishing AG
Waga
4675
Wymiary
155 x 235 x 19

Pełny opis

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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