This book offers detailed surveys and systematic discussion of models, algorithms and applications for link mining, focusing on theory and technique, and relate

This book offers detailed surveys and systematic discussion of models, algorithms and applications for link mining, focusing on theory and technique, and relate

Markov chains are a particularly powerful and widely used tool for analyzing a variety of stochastic (probabilistic) systems over time. This monograph will pres

Now in its second edition, this book focuses on practical algorithms for mining data from even the largest datasets.

New to the second edition of this advanced text are several chapters on regression, including neural networks and deep learning.