Unsupervised learning algorithms. (2016)

• Record Type: Book
• Further Information: Note: M. Emre Celebi, Kemal Aydin, editors.
• Editors: Celebi, M. Emre; Aydin, Kemal
• Contents: Introduction -- Feature Construction -- Feature Extraction -- Feature Selection -- Association Rule Learning -- Clustering -- Anomaly/Novelty/Outlier Detection -- Evaluation of Unsupervised Learning -- Applications -- Conclusion.
• Publisher Details: Cham : Springer
• Publication Date: 2016
• Extent: 1 online resource (x, 558 pages), illustrations (some color)
• Subjects: 006.3/1; Engineering; Machine learning; Computer algorithms; COMPUTERS -- General; Computer algorithms; Machine learning; Engineering; Communications Engineering, Networks; Computational Intelligence; Computer Communication Networks; Pattern Recognition; Artificial Intelligence (incl. Robotics); Data Mining and Knowledge Discovery; Computers -- Intelligence (AI) & Semantics; Computers -- Hardware -- Network Hardware; Computers -- Computer Vision & Pattern Recognition; Computers -- Database Management -- Data Mining; Artificial intelligence; Network hardware; Pattern recognition; Data mining; Telecommunication; Computer Communication Networks; Optical pattern recognition; Artificial intelligence; Data mining; Technology & Engineering -- Telecommunications; Communications engineering / telecommunications; Electronic books
• Languages: English
• ISBNs: 9783319242118; 3319242113
• Related ISBNs: 9783319242095; 3319242091
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed May 5, 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.