Rule based systems for big data : a machine learning approach /: a machine learning approach. ([2015])

• Record Type: Book
• Further Information: Note: Han Liu, Alexander Gegov, Mihaela Cocea.
• Authors: Liu, Han; Gegov, Alexander; Cocea, Mihaela
• Contents: Introduction.- Theoretical Preliminaries.- Generation of Classification Rules.- Simplification of Classification Rules.- Representation of Classification Rules.- Ensemble Learning Approaches.- Interpretability Analysis.
• Publisher Details: Cham : Springer
• Publication Date: 2015
• Copyright Date: 2016
• Extent: 1 online resource (xiii, 121 pages), illustrations (some color)
• Subjects: 004.2/1; Engineering; System design; Rule-based programming; Machine learning; Big data; COMPUTERS -- Computer Literacy; COMPUTERS -- Computer Science; COMPUTERS -- Data Processing; COMPUTERS -- Hardware -- General; COMPUTERS -- Information Technology; COMPUTERS -- Machine Theory; COMPUTERS -- Reference; Big data; Machine learning; Rule-based programming; System design; Computers -- Intelligence (AI) & Semantics; Computers -- Database Management -- Data Mining; Artificial intelligence; Data mining; Artificial intelligence; Data mining; Electronic books
• Languages: English
• ISBNs: 9783319236964; 3319236962
• Related ISBNs: 9783319236957; 3319236954
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed September 16, 2015).
• 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.