Support vector machines and perceptrons : learning, optimization, classification, and application to social networks /: learning, optimization, classification, and application to social networks. (2016)

• Record Type: Book
• Further Information: Note: M.N. Murty, Rashmi Raghava.
• Authors: Murty, M. N; Raghava, Rashmi
• Contents: Introduction -- Linear Discriminant Function -- Perceptron -- Linear Support Vector Machines -- Kernel Based SVM -- Application to Social Networks -- Conclusion.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xiii, 95 pages), illustrations
• Subjects: 006.3/1; 004; Computer science; Support vector machines; Support vector machines; COMPUTERS / General; Computers -- Database Management -- Data Mining; Computers -- Programming -- Algorithms; Computers -- Data Processing; Computers -- Hardware -- Handheld Devices; Data mining; Algorithms & data structures; Society & social sciences; Systems analysis & design; Optical pattern recognition; Data mining; Computer software; Social sciences_xData processing; Computer system performance; Computers -- Computer Vision & Pattern Recognition; Pattern recognition; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783319410630; 3319410636
• Related ISBNs: 9783319410623
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed August 30, 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.