Catch the moment: maintaining closed frequent itemsets over a data stream sliding window.
Yun ChiHaixun WangPhilip S. YuRichard R. MuntzPublished in: Knowl. Inf. Syst. (2006)
Keyphrases
- closed frequent itemsets
- sliding window
- data streams
- high speed data streams
- frequent itemsets
- streaming data
- fixed size
- stream data
- window size
- space efficient
- mining frequent itemsets
- change detection
- limited memory
- mining data streams
- continuous queries
- data distribution
- itemsets
- concept drift
- data stream mining
- sensor data