Local Propagation in Bayesian networks Versus Semi-Join Program in Databases.
Dan WuS. K. Michael WongPublished in: FLAIRS Conference (2004)
Keyphrases
- bayesian networks
- databases
- junction tree
- relational databases
- database
- query processing
- probabilistic reasoning
- knowledge discovery
- conditional independence
- join algorithms
- probabilistic inference
- query optimization
- learning bayesian networks
- graphical models
- probability distribution
- expert knowledge
- incomplete data
- hidden variables
- naive bayes
- join operations
- data model
- expert systems
- bayesian network inference