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Twin Support Vector Machines
Jayadeva; Khemchandani, Reshma; Chandra, Suresh
€ 128.03
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Description for Twin Support Vector Machines
Hardback. Series: Studies in Computational Intelligence. Num Pages: 225 pages, 1 black & white illustrations, 20 colour illustrations, biography. BIC Classification: UYQM. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 14. Weight in Grams: 508.
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 ... Read more
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 ... Read more
Product Details
Format
Hardback
Publication date
2016
Publisher
Springer International Publishing AG Switzerland
Number of pages
225
Condition
New
Series
Studies in Computational Intelligence
Number of Pages
211
Place of Publication
Cham, Switzerland
ISBN
9783319461847
SKU
V9783319461847
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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