Multi-faceted Deep Learning: Models and Data

This book covers a large set of methods in the field of Artificial Intelligence — Deep Learning applied to real—world problems. The fundamentals of the Deep Learning approach and different types of Deep Neural Networks (DNNs) are first summarized in this book, which offers a comprehensive preamble for further problem–oriented chapters.

The most interesting and open problems of machine learning in the framework of Deep Learning are discussed in this book and solutions are proposed. This boo...