Twin support vector machines : models, extensions and applications /: models, extensions and applications. ([2016])

• Record Type: Book
• Further Information: Note: Jayadeva, Reshma Khemchandani and Suresh Chandra.
• Authors: (Professor of electrical engineering), Jayadeva; Khemchandani, Reshma; Chandra, Suresh, 1944-
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2016
• Copyright Date: 2017
• Extent: 1 online resource (xiv, 211 pages), illustrations (some color)
• Subjects: 006.3/1; Engineering; Support vector machines; Support vector machines; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319461861; 3319461869
• Related ISBNs: 9783319461847; 3319461842
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed October 20, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.