Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks

by Robert G. Cowell, A Philip Dawid, David J Spiegelhalter, et al.

Book Overview

Probabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors, this book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms. The book will be of interest to researchers in both artificial intelligence and statistics, who desire an introduction...

• Format: Paperback
• Language: English
• ISBN: 0387718230
• ISBN13: 9780387718231
• Release Date: July 2007
• Publisher: Springer
• Length: 324 Pages
• Weight: 1.06 lbs.
• Dimensions: 0.6" x 6.3" x 9.2"