Recent Advances in Ensembles for Feature Selection

• Κύριοι συγγραφείς: Bolón-Canedo, Verónica (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Alonso-Betanzos, Amparo (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Intelligent Systems Reference Library, 147
• Θέματα: Computational intelligence.; Artificial intelligence.; Pattern recognition.; Computational Intelligence.; Artificial Intelligence.; Pattern Recognition.

This book offers a comprehensive overview of ensemble learning in the field of feature selection (FS), which consists of combining the output of multiple methods to obtain better results than any single method. It reviews various techniques for combining partial results, measuring diversity and eval...