Designing a Procedure for the Acquisition of Probability Constraints for Bayesian Networks.
Eveline M. HelsperLinda C. van der GaagFloris GroenendaalPublished in: EKAW (2004)
Keyphrases
- bayesian networks
- conditional probabilities
- probability distribution
- posterior probability
- mixed integer program
- structure learning
- graphical models
- constraint satisfaction
- learning bayesian networks
- incomplete data
- continuous variables
- observable variables
- decision trees
- linear constraints
- probability theory
- constrained optimization
- probabilistic inference
- data acquisition
- text classification
- pairwise