Maintaining frequent closed itemsets over a sliding window.
James ChengYiping KeWilfred NgPublished in: J. Intell. Inf. Syst. (2008)
Keyphrases
- sliding window
- frequent closed itemsets
- data streams
- space efficient
- mining frequent closed itemsets
- closed frequent itemsets
- frequent itemsets mining
- frequent itemsets
- fixed size
- closed itemsets
- streaming data
- stream data
- itemsets
- itemset mining
- window size
- limited memory
- data distribution
- data sets
- mining frequent itemsets
- variable size
- concept drift
- frequent itemset mining
- uncertain data
- streaming time series
- boyer moore
- data mining