Mining Frequent Itemsets from Data Streams with a Time-Sensitive Sliding Window.
Chih-Hsiang LinDing-Ying ChiuYi-Hung WuArbee L. P. ChenPublished in: SDM (2005)
Keyphrases
- mining frequent itemsets
- data streams
- sliding window
- uncertain data
- streaming data
- concept drift
- frequent itemsets
- stream data
- window size
- mining of frequent itemsets
- fixed size
- continuous queries
- sensor networks
- change detection
- data distribution
- sensor data
- itemsets
- variable size
- limited memory
- stream mining
- closed frequent itemsets
- data sets
- closed itemsets
- mining data streams
- multi dimensional
- mining algorithm
- query processing
- frequent closed itemsets