Probabilistic Decision Graphs - Combining Verification and AI Techniques for Probabilistic Inference.
Manfred JaegerPublished in: Probabilistic Graphical Models (2002)
Keyphrases
- probabilistic inference
- influence diagrams
- bayesian networks
- conditional probabilities
- probabilistic reasoning
- belief networks
- bayes nets
- variable elimination
- graphical models
- probabilistic databases
- probabilistic networks
- probabilistic model
- bayesian belief networks
- context specific independence
- approximate inference
- weighted model counting
- decision making
- exact inference
- knowledge representation
- message passing
- generative model
- decision problems
- factor graphs
- graph theory
- graph structure
- random variables
- uncertain data
- automated reasoning
- np complete
- dynamic programming
- similarity measure