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.