Machine learning in complex networks. (2016)

• Record Type: Book
• Further Information: Note: Thiago Christiano Silva, Liang Zhao.
• Authors: Christiano Silva, Thiago; Dr, Zhao, Liang
• Contents: Introduction -- Complex Networks -- Machine Learning -- Network Construction Techniques -- Network-Based Supervised Learning -- Network-Based Unsupervised Learning -- Network-Based Semi-Supervised Learning -- Case Study of Network-Based Supervised Learning: High-Level Data Classification -- Case Study of Network-Based Unsupervised Learning: Stochastic Competitive Learning in Networks -- Case Study of Network-Based Semi-Supervised Learning: Stochastic Competitive-Cooperative Learning in Networks.
• Publisher Details: Cham : Springer
• Publication Date: 2016
• Extent: 1 online resource (xviii, 331 pages), illustrations (some color)
• Subjects: 006.3/1; Computer science; Machine learning; Machine learning; COMPUTERS / General; Computers -- Intelligence (AI) & Semantics; Science -- System Theory; Science -- General; Computers -- Database Management -- Data Mining; Computers -- Computer Vision & Pattern Recognition; Artificial intelligence; Mathematical physics; Educational: Sciences, general science; Data mining; Pattern recognition; Artificial intelligence; Engineering; Data mining; Optical pattern recognition; Electronic books
• Languages: English
• ISBNs: 9783319172903; 3319172905
• Related ISBNs: 3319172891; 9783319172897
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed February 2, 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.