Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models.
Daan FierensHendrik BlockeelMaurice BruynoogheJan RamonPublished in: ILP (2005)
Keyphrases
- bayesian networks
- probabilistic model
- probabilistic knowledge
- probabilistic logic
- conditional probabilities
- probabilistic reasoning
- conditional independence
- statistical models
- probabilistic inference
- hidden variables
- belief networks
- uncertain data
- dynamic bayesian networks
- probabilistic modeling
- structural models
- logical representation
- causal models
- learning bayesian networks
- graphical models
- variable elimination
- logical reasoning
- latent class models