SILVERBACK: Scalable association mining for temporal data in columnar probabilistic databases.
Yusheng XieDiana PalsetiaGoce TrajcevskiAnkit AgrawalAlok N. ChoudharyPublished in: ICDE (2014)
Keyphrases
- temporal data
- association mining
- probabilistic databases
- association rules
- uncertain data
- query evaluation
- association rule mining
- temporal information
- spatial data
- aggregate queries
- database queries
- data streams
- relational algebra
- conjunctive queries
- mining algorithm
- data mining techniques
- probabilistic inference
- temporal patterns
- probabilistic reasoning
- probabilistic graphical models
- graphical models
- expressive power
- data mining
- data cube
- data warehouse
- knowledge representation
- query language
- relational databases