Probabilistic abduction without priors.
Didier DuboisAngelo GilioGabriele Kern-IsbernerPublished in: Int. J. Approx. Reason. (2008)
Keyphrases
- causal networks
- learned from training data
- prior probabilities
- probabilistic model
- generative model
- uncertain data
- bayesian networks
- bayesian framework
- posterior probability
- context sensitive
- database
- prior information
- belief revision
- conditional probabilities
- probabilistic reasoning
- probability theory
- logic programs
- metropolis hastings algorithm
- generalized em algorithm