Constraint-Based Querying for Bayesian Network Exploration.
Behrouz BabakiTias GunsSiegfried NijssenLuc De RaedtPublished in: IDA (2015)
Keyphrases
- bayesian networks
- databases
- query language
- graphical models
- probabilistic reasoning
- bayesian network inference
- database querying
- uncertain knowledge
- learning bayesian networks
- causal relationships
- conditional probabilities
- database
- query processing
- probability distribution
- probabilistic inference
- probabilistic model
- visualization tool
- search capabilities
- expert knowledge
- bayesian network structure
- multimedia databases
- conditional independence
- continuous variables
- probabilistic networks
- search space
- inference in bayesian networks
- database systems
- naive bayes