Exploiting Lineage for Confidence Computation in Uncertain and Probabilistic Databases.
Anish Das SarmaMartin TheobaldJennifer WidomPublished in: ICDE (2008)
Keyphrases
- probabilistic databases
- query evaluation
- uncertain data
- probabilistic inference
- database queries
- conjunctive queries
- relational algebra
- aggregate queries
- incomplete information
- probabilistic graphical models
- data quality
- maximum likelihood
- data streams
- database
- probabilistic reasoning
- efficient computation
- machine learning