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Twin Support Vector Machines

Models, Extensions and Applications

Language EnglishEnglish
E-book Adobe ePub DRM
E-book Twin Support Vector Machines Jayadeva
Libristo code: 41037074
Publishers Springer, October 2016
This book provides a systematic and focused study of the various aspects of twin support vector mach... Full description
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120.72 €
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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 "e;Additional Topics"e; 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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About the book

Full name Twin Support Vector Machines
Author Jayadeva, Reshma Khemchandani, Suresh Chandra
Language English
Binding E-book - Adobe ePub DRM
Date of issue 2016
EAN 9783319461861
Libristo code 41037074
Publishers Springer

Categories

Computing & Information Technology > Computer science > Artificial intelligence > Machine learning
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