Twin Support Vector Machines

Models, Extensions and Applications

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, General Computing
Cover of the book Twin Support Vector Machines by Jayadeva, Reshma Khemchandani, Suresh Chandra, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Jayadeva, Reshma Khemchandani, Suresh Chandra ISBN: 9783319461861
Publisher: Springer International Publishing Publication: October 12, 2016
Imprint: Springer Language: English
Author: Jayadeva, Reshma Khemchandani, Suresh Chandra
ISBN: 9783319461861
Publisher: Springer International Publishing
Publication: October 12, 2016
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer International Publishing

Cover of the book Technology for Smart Futures by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book A Concise Introduction to Elastic Solids by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Contesting Conservation by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Birds as Useful Indicators of High Nature Value Farmlands by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Brexit and Democracy by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Complexity Applications in Language and Communication Sciences by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Feelings and Emotion-Based Learning by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Trust Management XI by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Well-being, Poverty and Justice from a Child’s Perspective by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Stretchable Bioelectronics for Medical Devices and Systems by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book XUV Pump-Probe Experiments on Diatomic Molecules by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Impact of Climate Changes on Marine Environments by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book 50 Years of Structure and Bonding – The Anniversary Volume by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Machine Translation with Minimal Reliance on Parallel Resources by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Global Mobile Satellite Communications Theory by Jayadeva, Reshma Khemchandani, Suresh Chandra
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy