This research book provides the reader with a selection of high-quality texts dedicated to current progress, new developments and research trends in feature sel

As computer power grows and data collection technologies advance, a plethora of data is generated in almost every field where computers are used. The com puter

Due to increasing demands for dimensionality reduction, research on feature selection has deeply and widely expanded into many fields, including computational s

There is broad interest in feature extraction, construction, and selection among practitioners from statistics, pattern recognition, and data mining to machine

Spectral Feature Selection for Data Mining introduces a novel feature selection technique that establishes a general platform for studying existing feature sele