Conditional belief functions as lower envelopes of conditional probabilities in a finite setting.
Giulianella ColettiDavide PetturitiBarbara VantaggiPublished in: Inf. Sci. (2016)
Keyphrases
- conditional probabilities
- belief functions
- discrete random variables
- probabilistic inference
- bayesian networks
- probability measures
- markov tree
- dempster shafer theory
- probability distribution
- probabilistic model
- dempster shafer
- probability function
- bayesian model
- belief networks
- inference rules
- random variables
- evidential reasoning
- bayesian belief networks
- joint distribution
- probability theory
- combination rule
- posterior probability
- prior probabilities
- markov networks
- class labels
- conditional distributions
- decision making
- main idea consists
- graphical models
- pattern recognition
- reinforcement learning
- training data