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 Opportunity to Learn, Curriculum Alignment and Test Preparation by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Clinical Research Involving Pulmonary Disorders by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Big Data Analytics by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Social Computing and Social Media by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Academic Theories of Generation in the Renaissance by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Foundations and Practice of Security by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Low-Cost Solar Electric Power by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Finance in Central and Southeastern Europe by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Gendering Diplomacy and International Negotiation by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book The Role of Franchising on Industry Evolution by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Application and Theory of Petri Nets and Concurrency by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Corporatizing Rural Education by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Scripting Approaches in Mathematics Education by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Strategy is Digital by Jayadeva, Reshma Khemchandani, Suresh Chandra
Cover of the book Relocating the History of Science 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