Constraint-based Approach to Discovery of Inter Module Dependencies in Modular Bayesian Networks.
Patrick de OudeGregor PavlinPublished in: FLAIRS Conference (2009)
Keyphrases
- bayesian networks
- causal discovery
- learning bayesian networks
- knowledge discovery
- pattern discovery
- dependency analysis
- scientific discovery
- probability distribution
- data mining
- incomplete data
- probabilistic reasoning
- dependency graph
- discovery process
- modular neural networks
- inference in bayesian networks
- observational data
- constraint solving
- parameter learning
- linear constraints
- structure learning
- causal models
- expert knowledge