Defining and Mining Functional Dependencies in Probabilistic Databases
Sushovan DeSubbarao KambhampatiPublished in: CoRR (2010)
Keyphrases
- functional dependencies
- probabilistic databases
- approximate functional dependencies
- relational algebra
- relational model
- integrity constraints
- normal form
- relational databases
- conjunctive queries
- uncertain data
- database design
- query evaluation
- conflict free
- user defined
- data cleaning
- aggregate queries
- xml documents
- data mining
- web mining
- itemsets
- probabilistic inference
- relational queries
- database queries
- data model
- frequent itemsets
- object oriented
- frequent patterns
- database applications
- data mining techniques
- probabilistic reasoning
- multi dimensional
- probabilistic graphical models
- knowledge discovery
- special case