Feature Selection for High-Dimensional Data (Artificial Intelligence: Foundations, Theory, and Algorithms): Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos: 9783319218571: Amazon.com: Books

This book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data. The book then delves into the scenario of big dimension, paying attention to important problems under high-dimensional spaces, such as scalability, distributed processing and real-time processing, scenarios that open up new and interesting challenges for researchers. The book is useful for practitioners, researchers and graduate students in the areas of machine learning and data mining.