Probability Propagation in Generalized Inference Forms.
Christian WallmannGernot D. KleiterPublished in: Stud Logica (2014)
Keyphrases
- bayes rule
- probabilistic inference
- databases
- probability distribution
- inference engine
- bayesian inference
- bayesian networks
- inference process
- dynamic bayesian networks
- belief networks
- junction tree
- expert systems
- case study
- wave propagation
- social networks
- loopy belief propagation
- set valued
- propagation model
- conditional probabilities
- graphical models
- special case
- pairwise
- website
- information systems
- machine learning
- real world