Twin support vector machines : models, extensions and applications

• Main Authors: Jayadeva, (Author), Khemchandani, Reshma, (Author), Chandra, Suresh, 1944- (Author)
• Format: eBook
• Language: English
• Published: Cham, Switzerland : Springer, [2016]
• Series: Studies in computational intelligence ; v. 659.
• Subjects: Support vector machines.; elektronické knihy; electronic books
• ISBN: 9783319461861; 9783319461847
• Physical Description: 1 online resource (xiv, 211 pages) : illustrations (some color)

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 literat...