Multilabel classification : problem analysis, metrics and techniques /: problem analysis, metrics and techniques. (2016)

• Record Type: Book
• Further Information: Note: Francisco Herrera, Francisco Charte, Antonio J. Rivera, María J. del Jesus.
• Authors: Herrera, Francisco; Charte Ojeda, Francisco; Rivera, Antonio J; Del Jesus, María J
• Contents: Introduction -- Multilabel Classification -- Case Studies and Metrics -- Transformation based Classifiers -- Adaptation based Classifiers -- Ensemble based Classifiers -- Dimensionality Reduction -- Imbalance in Multilabel Datasets -- Multilabel Software.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Extent: 1 online resource (xvi, 194 pages), illustrations
• Subjects: 006.3/12; Computer science; Classification rule mining; COMPUTERS -- General; Classification rule mining; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Data mining; Artificial intelligence; Computers -- Database Management -- Data Mining; Data mining; Electronic books
• Languages: English
• ISBNs: 9783319411118
• Related ISBNs: 331941111X; 9783319411101; 3319411101
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed August 24, 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.