Coppin Ben. Artificial intelligence illuminated

Numerous real-life problems so complex as to be virtually insoluble by means of traditional computer science techniques can now be approached effectively with artificial intelligence techniques. Recently, artificial intelligence technologies have evolved at a rapid pace, raising significant challenges to the effort to stay current. PThe Encyclopedia of Artificial Intelligence is a comprehensive and in-depth reference to the most recent developmen...

Second Edition. - John Wiley & Sons Ltd, 2007. - 630 p. Man has learned much from studies of natural systems, using what has been learned to develop new algorithmic models to solve complex problems. This book presents an introduction to some of these technological paradigms, under the umbrella of computational intelligence (CI). In this context, the book includes artificial neural networks, evolutionary computation, swarm intelligence, artifi...

This book offers students and AI programmers a new perspective on the study of artificial intelligence concepts. The essential topics and theory of AI are presented, but it also includes practical information on data input & reduction as well as data output (i.e. , algorithm usage). Because traditional AI concepts such as pattern recognition, numerical optimization and data mining are now simply types of algorithms, a different approach is ne...

Издательство Chapman & Hall/CRC Press, 2004, -365 pp. Bayesian Artificial Intelligence, in our understanding, is the incorporation of Bayesian inferentialmethods in the development of a software architecture for an Artificial Intelligence (AI). We believe that important ingredients of such an architecture will be Bayesian networks and the Bayesian learning of Bayesian networks (Bayesian causal discovery) from observation and experiment. In t...

Издательство Springer, 2008, -283 pp. The Web has revolutionized the way we seek information on all aspects of education, entertainment, business, health and so on. The Web has evolved into a publishing medium, global electronic market and increasingly, a platform for conducting electronic commerce. A part of this success can be attributed to the tremendous advances made in the Artificial Intelligence field. The popularity of the Web has opened...

Издательство Morgan & Claypool, 2008, -100 pp. Artificial systems that think and behave intelligently are one of the most exciting and challenging goals of Artificial Intelligence. Action Programming is the art and science of devising high-level control strategies for autonomous systems which employ a mental model of their environment and which reason about their actions as a means to achieve their goals. Applications of this programming par...

The purpose of this book is to demystify the techniques associated with the field of artificial intelligence. It covers both the theory and the practical applications to teach developers how to apply AI techniques in their own designs. Эта книга на русском языке

Издательство Elsevier, 2008, -1035 pp. Knowledge Representation and Reasoning is at the heart of the great challenge of Artificial Intelligence: to understand the nature of intelligence and cognition so well that computers can be made to exhibit human-like abilities. As early as 1958, John McCarthy contemplated Artificial Intelligence systems that could exercise common sense. From this and other early work, researchers gained the conviction that...