Probabilistic Abduction without Priors.
Didier DuboisAngelo GilioGabriele Kern-IsbernerPublished in: KR (2006)
Keyphrases
- learned from training data
- causal networks
- prior probabilities
- generalized em algorithm
- data driven
- generative model
- bayesian networks
- prior knowledge
- bayesian framework
- plan recognition
- probabilistic reasoning
- probabilistic approaches
- abductive reasoning
- probabilistic logic
- case study
- context sensitive
- posterior probability
- belief revision
- probabilistic model
- causal relations
- bayesian models
- background knowledge
- probabilistic relational
- training data