Generating Bayesian Networks from Probability Logic Knowledge Bases
Peter HaddawyPublished in: CoRR (2013)
Keyphrases
- bayesian networks
- knowledge base
- conditional probabilities
- probability distribution
- probability theory
- logic programming
- subjective probabilities
- posterior probability
- conditional independence
- quantum computation
- description logics
- modal logic
- expert knowledge
- semantic network
- probabilistic inference
- probabilistic reasoning
- learning bayesian networks
- expert systems
- graphical models
- knowledge acquisition
- classical logic
- computational properties
- possibilistic logic
- knowledge representation
- probabilistic model
- predicate logic
- structure learning
- bayesian network classifiers
- autoepistemic logic
- probabilistic knowledge
- asynchronous circuits
- incomplete data
- logic programs