Support vector machines : optimization based theory, algorithms, and extensions /: optimization based theory, algorithms, and extensions. ([2013])

• Record Type: Book
• Further Information: Note: Naiyang Deng, Yingjie Tian, Chunhua Zhang.
• Other Names: Deng, Naiyang; Tian, Yingjie, 1973-; Zhang, Chunhua, 1978-
• Contents: 1. Optimization -- 2. Linear classification -- 3. Linear regression -- 4. Kernels and support vector machines -- 5. Basic statistical learning theory of C-support vector classification -- 6. Model construction -- 7. Implementation -- 8. Variants and extensions of support vector machines.
• Publisher Details: Boca Raton : CRC Press, Taylor & Francis Group
• Publication Date: 2013
• Extent: 1 online resource (xxvii, 335 pages), illustrations
• Subjects: 519.6; Mathematical optimization; Mathematical optimization; BUSINESS & ECONOMICS -- Operations Research; BUSINESS & ECONOMICS -- Statistics; COMPUTERS -- Machine Theory; MATHEMATICS -- Optimization; Mathematical optimization; Mathematical optimization; Electronic books
• Languages: English
• ISBNs: 9781466538122; 1466538120; 9781439857939; 1439857938; 9781299703353; 1299703356
• Related ISBNs: 9781439857922; 143985792X
• Notes: Note: Includes bibliographical references (pages 299-313) and index.; Note: Print version record.
• 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.