Probabilistic Decision Graphs - Combining Verification And Ai Techniques For Probabilistic Inference.
Manfred JaegerPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2004)
Keyphrases
- probabilistic inference
- influence diagrams
- bayesian networks
- conditional probabilities
- belief networks
- probabilistic reasoning
- variable elimination
- probabilistic networks
- probabilistic databases
- graphical models
- bayes nets
- weighted model counting
- probabilistic model
- bayesian belief networks
- context specific independence
- approximate inference
- decision making
- factor graphs
- message passing
- elimination algorithm
- graph structure
- exact inference
- decision problems
- random variables
- graph theory
- data sets
- generative model
- knowledge representation
- probability distribution
- feature selection