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

The work reviewed in this book represents the synthesis of two important developments in modelling of complex stochastic phenomena. The book gives a thorough and rigorous mathematical treatment of the underlying ideas, structures, and algorithms.