DSOSW: A Deleting Strategy in Mining Frequent Itemsets over Sliding Window of Stream.
Haifeng LiHong ChenPublished in: ISIP (2008)
Keyphrases
- sliding window
- mining frequent itemsets
- data streams
- closed frequent itemsets
- stream data
- frequent itemsets
- uncertain data
- streaming data
- fixed size
- mining of frequent itemsets
- window size
- continuous queries
- concept drift
- limited memory
- data distribution
- itemsets
- data sets
- sensor data
- relational databases
- stream mining
- variable size
- databases
- window sizes
- association rules mining
- nearest neighbor
- frequent closed itemsets
- fp tree
- streaming time series
- frequent item sets