This new textbook reflects these recent developments while providing a compre- hensive introduction to the fields of pattern recognition and machine learning.
Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science. However, these activities can be viewed as two facets of the same field, and together they have undergone substantial development over the pas
The goal of building systems that can adapt to their environments and learn from their experience has attracted researchers from many fields, including com- puter science, engineering, mathematics, physics, neuroscience, and cognitive science. Out of
Machine learning is currently one of the most rapidly growing areas of research in computer science. In compiling this volume we have brought together contributions from some of the most prestigious researchers in this field. This book covers the th
SMP or Simple Machine Protect is a portable antivirus software build to remove certain variant of virus, worm, trojan and spyware from your computer. Simple Machine Protect is an open source, simple antivirus. Here are some key features of "Simple M
This book introduces practical machine learning tools and techniques in data mining. A very good book for learners in this area. Its authors are Ian H. Witten and Eibe Frank.
This book is a thorough introduction to the most important topics in data mining and machine learning. It begins with a detailed review of classical function estimation and proceeds with chapters on nonlinear regression, classification, and ensemble
This book describes the Java Virtual Machine, the abstract computer on which all Java programs run. Through a combination of tutorial explanations, working examples, reference material, and applets that interactively illustrate the concepts presente
