Answering Frequent Probabilistic Inference Queries in Databases.
Shaoxu SongLei ChenJeffrey Xu YuPublished in: IEEE Trans. Knowl. Data Eng. (2011)
Keyphrases
- probabilistic inference
- databases
- probabilistic databases
- graphical models
- answering queries
- database queries
- weighted model counting
- belief networks
- query language
- bayesian networks
- conditional probabilities
- query processing
- context specific independence
- influence diagrams
- approximate inference
- message passing
- approximate answers
- query evaluation
- variable elimination
- relational databases
- bayesian belief networks
- query answering
- data model
- aggregate queries
- belief propagation
- elimination algorithm
- small number
- constraint databases
- active learning
- xml data
- neural network