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

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

This book is the first work that systematically describes the procedure of data mining and knowledge discovery on Bioinformatics databases by using the state-of

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