Bayesian Network Revision with Probabilistic Constraints.
Yun PengZhongli DingShenyong ZhangRong PanPublished in: Int. J. Uncertain. Fuzziness Knowl. Based Syst. (2012)
Keyphrases
- bayesian networks
- probabilistic model
- probabilistic reasoning
- conditional probabilities
- generative model
- posterior probability
- knowledge base
- conditional independencies
- constraint satisfaction
- belief revision
- probabilistic inference
- variable elimination
- learning bayesian networks
- diagnostic reasoning
- probabilistic logic
- dynamic bayesian networks
- data sets
- graphical models
- observable variables
- cost based abduction
- inference in bayesian networks
- uncertain knowledge
- constrained optimization
- bayesian network classifiers
- continuous variables
- structure learning
- geometric constraints
- random variables
- probability distribution
- neural network