Recent Advances in Ensembles for Feature Selection

• Main Authors: Bolón-Canedo, Verónica (Author, http://id.loc.gov/vocabulary/relators/aut), Alonso-Betanzos, Amparo (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Edition: 1st ed. 2018.
• Series: Intelligent Systems Reference Library, 147
• Subjects: 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...