Representing Bayesian Networks within Probabilistic Horn Abduction
David L. PoolePublished in: CoRR (2013)
Keyphrases
- bayesian networks
- causal networks
- probabilistic model
- posterior probability
- probabilistic reasoning
- conditional probabilities
- graphical models
- structure learning
- np hard
- probabilistic inference
- probability distribution
- probabilistic logic
- conditional independence
- probabilistic knowledge
- variable elimination
- random variables
- bayesian belief networks
- bayesian network classifiers
- inference in bayesian networks
- probabilistic modeling
- abductive reasoning
- imprecise probabilities
- probabilistic relational models
- bayesian logic programs
- learning bayesian networks
- hidden variables
- belief networks
- generative model
- prior knowledge