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Twin Support Vector Machines - Models, Extensions and Applications (Hardcover, 1st ed. 2017) Loot Price: R3,531
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Twin Support Vector Machines - Models, Extensions and Applications (Hardcover, 1st ed. 2017): Jayadeva, Reshma Khemchandani,...

Twin Support Vector Machines - Models, Extensions and Applications (Hardcover, 1st ed. 2017)

Jayadeva, Reshma Khemchandani, Suresh Chandra

Series: Studies in Computational Intelligence, 659

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List price R4,388 Loot Price R3,531 Discovery Miles 35 310 | Repayment Terms: R331 pm x 12* You Save R857 (20%)

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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 "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.

General

Imprint: Springer International Publishing AG
Country of origin: Switzerland
Series: Studies in Computational Intelligence, 659
Release date: October 2016
First published: 2017
Authors: Jayadeva • Reshma Khemchandani • Suresh Chandra
Dimensions: 235 x 155 x 14mm (L x W x T)
Format: Hardcover
Pages: 211
Edition: 1st ed. 2017
ISBN-13: 978-3-319-46184-7
Categories: Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
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LSN: 3-319-46184-2
Barcode: 9783319461847

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