Deriving probabilistic databases with inference ensembles.
Julia StoyanovichSusan B. DavidsonTova MiloVal TannenPublished in: ICDE (2011)
Keyphrases
- probabilistic databases
- probabilistic inference
- probabilistic reasoning
- uncertain data
- query evaluation
- database queries
- aggregate queries
- exact inference
- graphical models
- conjunctive queries
- bayesian networks
- bayesian inference
- probabilistic graphical models
- belief networks
- conditional probabilities
- message passing
- relational algebra
- probability distribution