Trained to extract actionable information from large volumes of high-dimensional data, engineers and scientists often have trouble isolating meaningful low-dime

This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of

This is the first book on multivariate analysis to look at large data sets which describes the state of the art in analyzing such data. Material such as databas

This book uses elementary versions of modern methods found in sophisticated mathematics to discuss portions of "advanced calculus" in which the subtlety of the

Graph Embedding for Pattern Recognition covers theory methods, computation, and applications widely used in statistics, machine learning, image processing, and