Maximal prime subgraph decomposition of Bayesian networks: A relational database perspective.
Dan WuPublished in: Int. J. Approx. Reason. (2007)
Keyphrases
- bayesian networks
- relational databases
- databases
- database
- xml databases
- relational data
- probabilistic reasoning
- conditional probabilities
- multiply sectioned bayesian networks
- inference in bayesian networks
- decomposition methods
- probabilistic inference
- random variables
- normal form
- incomplete data
- viewpoint
- learning bayesian networks
- relational database management systems
- conditional independence
- expert knowledge
- hidden variables
- decomposition method
- bayesian belief networks
- graph mining
- maximum weight
- structured databases
- graphical models
- structural learning
- sql queries