Comparing Evidential Graphical Models for Imprecise Reliability.
Wafa LaâmariBoutheina Ben YaghlaneChristophe SimonPublished in: SUM (2010)
Keyphrases
- graphical models
- belief propagation
- probabilistic inference
- probabilistic model
- random variables
- probabilistic graphical models
- structure learning
- bayesian networks
- map inference
- approximate inference
- markov networks
- exact inference
- conditional random fields
- belief networks
- conditional independence
- factor graphs
- loopy belief propagation
- gaussian graphical models
- belief functions
- statistical inference
- markov logic networks
- graph structure
- undirected graphical models
- expectation maximization
- pairwise