Tracing Errors in Probabilistic Databases Based on the Bayesian Network.
Liang DuanKun YueCheqing JinWenlin XuWeiyi LiuPublished in: DASFAA (2) (2015)
Keyphrases
- probabilistic databases
- probabilistic inference
- bayesian networks
- probabilistic reasoning
- uncertain data
- query evaluation
- graphical models
- aggregate queries
- conjunctive queries
- conditional probabilities
- probabilistic graphical models
- database queries
- relational algebra
- belief networks
- databases
- constraint satisfaction
- approximate inference
- conditional independence
- first order logic
- data structure
- random variables
- exact inference
- knowledge discovery
- probabilistic model