Bayesian networks for supporting query processing over incomplete autonomous databases.
Rohit RaghunathanSushovan DeSubbarao KambhampatiPublished in: J. Intell. Inf. Syst. (2014)
Keyphrases
- database management systems
- data management
- database systems
- query processing
- databases
- bayesian networks
- database applications
- data model
- database
- relational database systems
- incomplete data
- data integration
- query optimization
- data warehouse
- query evaluation
- cooperative
- inference in bayesian networks
- r tree
- structure learning
- graphical models
- xml data
- conditional probabilities
- expert knowledge
- bayesian belief networks
- information systems
- data retrieval
- multiple autonomous
- probabilistic reasoning
- cost model
- probabilistic inference
- robotic systems
- noisy data
- relational databases