Probabilistic Expert Systems
Glenn R. Shafer · Society for Industrial and Applied Mathematics eBooks · 1996
Preface 1. Multivariate Probability. Probability Distributions Marginalization Conditionals Continuation Posterior Distributions Expectation Classifying Probability Distributions A Limitation 2. Construction Sequences. Multiplying Conditionals DAGs and Belief Nets Bubble Graphs Other Graphical Representations 3. Propagation in Join Trees. Variable-by-Variable Summing Out The Elementary Architecture The Shafer-Shenoy Architecture The Lauritzen-Spiegelhalter Architecture The Aalborg Architecture Collect and Distribute Scope and Alternatives 4. Resources and References. Meetings Software Books Review Articles Other Sources Index.