Maximal Prime Subgraph Decomposition of Bayesian Networks: A Relational Database Perspective.
Dan WuS. K. Michael WongPublished in: FLAIRS Conference (2005)
Keyphrases
- bayesian networks
- relational databases
- databases
- database
- functional dependencies
- structural learning
- physical database design
- relational data
- graphical models
- conditional independence
- probabilistic reasoning
- normal form
- decomposition method
- object oriented
- probabilistic model
- decomposition methods
- inference in bayesian networks
- structure learning
- keyword search
- xml databases
- incomplete data
- probabilistic inference
- relational model
- xml data
- probability distribution
- np hard
- search space
- viewpoint
- graph databases
- join dependencies