Probabilistic expert systems
作者： Glenn Shafer
DOI:
关键词: Artificial intelligence 、 Architecture 、 Scope (computer science) 、 Theoretical computer science 、 Index (publishing) 、 Join (sigma algebra) 、 Continuation 、 Probability distribution 、 Multivariate statistics 、 Computer science 、 Software
摘要: Preface 1. Multivariate Probability. Probability Distributions Marginalization Conditionals Continuation Posterior Expectation Classifying A Limitation 2. Construction Sequences. Multiplying DAGs and Belief Nets Bubble Graphs Other Graphical Representations 3. Propagation in Join Trees. Variable-by-Variable Summing Out The Elementary Architecture Shafer-Shenoy Lauritzen-Spiegelhalter Aalborg Collect Distribute Scope Alternatives 4. Resources References. Meetings Software Books Review Articles Sources Index.
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