Bayesian networks currently provide one of the most rapidly growing areas of research in computer science and statistics. In compiling this volume we have broug

Bayesian Networks, the result of the convergence of artificial intelligence with statistics, are growing in popularity. Their versatility and modelling power is

This is a brand new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models including Bay

Bayesian inference networks, a synthesis of statistics and expert systems, have advanced reasoning under uncertainty in medicine, business, and social sciences.

Disk contains: Tool for building Bayesian networks -- Library of examples -- Library of proposed solutions to some exercises.