On the Complexity of the Graphical Representation and the Belief Inference in the Dynamic Directed Evidential Networks with Conditional Belief Functions.
Wafa LaâmariBoutheina Ben YaghlaneChristophe SimonPublished in: SUM (2012)
Keyphrases
- multi attribute
- belief functions
- graphical representation
- utility independence
- evidential reasoning
- utility function
- cp nets
- dempster shafer
- markov tree
- dempster shafer theory
- graphical representations
- probability function
- probability theory
- belief networks
- decision problems
- computational complexity
- bayesian networks
- probability measures
- combination rule
- artificial neural networks
- conditional probabilities
- case based reasoning
- learning algorithm
- conditional dependence
- probability functions
- state space
- probabilistic networks
- fuzzy numbers
- probabilistic inference