This is the first book treating the fields of supervised, semi-supervised and unsupervised machine learning collectively. The book presents both the theory and

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

This work reviews the state of the art in SVM and perceptron classifiers. A Support Vector Machine (SVM) is easily the most popular tool for dealing with a vari

Publisher Description

The real power for security applications will come from the synergy of academic and commercial research focusing on the specific issue of security. This book is