This book will give readers the perspective into the core theory and practice of data mining and knowledge discovery (DM and KD). Most of the theoretical developments are discussed along with an extensive empirical analysis, which should provide insight into both the theoretical and the practical reader deep into the subjects covered. This book presents the combined research experience of 40 companies the authors collected during a long search in gleaning new knowledge from data.