Inference in junction trees using the belief function theory.
Oumaima BoussarsarImen BoukhrisZied ElouediPublished in: ISDA (2015)
Keyphrases
- distributed systems
- belief functions
- junction tree
- message passing
- inference in bayesian networks
- imprecise probabilities
- bayesian networks
- evidential reasoning
- dempster shafer
- probability theory
- probabilistic inference
- multicriteria decision making
- probabilistic graphical models
- belief networks
- probability function
- factor graphs
- exact inference
- handling uncertainty
- gibbs sampling
- possibility theory
- decision theory
- structure learning
- fuzzy numbers
- influence diagrams
- belief propagation
- markov random field