Defining Classes of Influences for the Acquisition of Probability Constraints for Bayesian Networks.
Linda C. van der GaagEveline M. HelsperPublished in: ECAI (2004)
Keyphrases
- bayesian networks
- conditional probabilities
- probability distribution
- class membership
- posterior probability
- expert knowledge
- learning bayesian networks
- pairwise
- constraint satisfaction
- probabilistic reasoning
- conditional independence
- structure learning
- chance constraints
- neural network
- conditional independencies
- bayesian belief networks
- global constraints
- geometric constraints
- incomplete data
- class labels
- generative model
- probabilistic model