Outlier ensembles : an introduction /: an introduction. (2017)

• Record Type: Book
• Further Information: Note: Charu C. Aggarwal, Saket Sathe.
• Authors: Aggarwal, Charu C; Sathe, Saket
• Contents: An Introduction to Outlier Ensembles -- Theory of Outlier Ensembles -- Variance Reduction in Outlier Ensembles -- Bias Reduction in Outlier Ensembles: The Guessing Game -- Model Combination Methods for Outlier Ensembles -- Which Outlier Detection Algorithm Should I Use?
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Extent: 1 online resource (xvi, 276 pages), illustrations (some color)
• Subjects: 005.1; Computer science; Computer algorithms; Data mining; Computer algorithms; Data mining; Computer Science; Information Systems and Communication Service; Artificial Intelligence (incl. Robotics); Statistics and Computing/Statistics Programs; Computers -- Intelligence (AI) & Semantics; Computers -- Mathematical & Statistical Software; Artificial intelligence; Mathematical & statistical software; Information systems; Artificial intelligence; Mathematical statistics; Computers -- Online Services -- General; Computer networking & communications; Electronic books
• Languages: English
• ISBNs: 9783319547657; 3319547658
• Related ISBNs: 9783319547640; 331954764X
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed April 18, 2017).
• 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.