Twin Support Vector Machines: Models, Extensions and Applications

by Jaya Deva, Reshma Khemchandani, Suresh Chandra, et al.

Book Overview

Introduction.- Generalized Eigenvalue Proximal Support Vector Machines.- Twin Support Vector Machines (TWSVM) for Classification.- TWSVR: Twin Support Vector Machine Based Regression.- Variants of Twin Support Vector Machines: Some More Formulations.- TWSVM for Unsupervised and Semi-Supervised Learning.- Some Additional Topics.- Applications Based on TWSVM.- References

• Format: Hardcover
• Language: English
• ISBN: 3319461842
• ISBN13: 9783319461847
• Release Date: October 2016
• Publisher: Springer
• Length: 211 Pages
• Weight: 1.10 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"