Mining time-changing data streams.
Geoff HultenLaurie SpencerPedro M. DomingosPublished in: KDD (2001)
Keyphrases
- data streams
- stream mining
- continuous data streams
- itemsets
- multiple data streams
- mining data streams
- frequent itemsets
- data stream mining
- sliding window
- mining frequent itemsets
- sensor networks
- closed frequent itemsets
- streaming data
- knowledge discovery
- stream data
- frequent closed itemsets
- evolving data streams
- sequential patterns
- pattern mining
- mining algorithm
- data mining
- sequential pattern mining
- concept drift
- frequent patterns
- outlier detection
- stream data mining
- mining maximal frequent itemsets
- database
- high speed data streams
- association rule mining
- mining association rules
- data distribution
- change detection
- maximal frequent itemsets
- association rules
- limited memory
- stream processing
- continuous queries