Bayesian Artificial Intelligence, Second Edition -

: Details the mechanics of building and using networks for causal modeling , focusing on causal discovery and inference procedures.

: Covers the theoretical groundwork and provides insights into probabilistic reasoning, including its importance in fields like the legal system. Bayesian Artificial Intelligence, Second Edition

: Includes a dedicated chapter on Bayesian network classifiers . : Details the mechanics of building and using

This edition expanded on the original text with several notable additions: Bayesian Artificial Intelligence, Second Edition

: Discusses the practical development of probabilistic expert systems. Key Updates in the Second Edition