Recent advances in ensembles for feature selection. ([2018])

• Record Type: Book
• Further Information: Note: Verónica Bolón-Canedo, Amparo Alonso-Betanzos.
• Authors: Bolón-Canedo, Verónica; Alonso-Betanzos, Amparo
• Contents: Basic concepts -- Feature selection -- Foundations of ensemble learning -- Ensembles for feature selection -- Combination of outputs -- Evaluation of ensembles for feature selection -- Other ensemble approaches -- Applications of ensembles versus traditional approaches: experimental results -- Software tools -- Emerging Challenges.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Copyright Date: 2018
• Extent: 1 online resource (212 pages)
• Subjects: 006.3; Engineering; Computational intelligence; Artificial intelligence; Pattern perception; Artificial intelligence; Computational intelligence; Engineering; Pattern perception; Computers -- Intelligence (AI) & Semantics; Computers -- Computer Vision & Pattern Recognition; Artificial intelligence; Pattern recognition; Optical pattern recognition; Electronic books; Electronic books
• Languages: English
• ISBNs: 3319900803; 9783319900803
• Notes: Note: Description based on print version record.
• 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.