Incremental mining of closed inter-transaction itemsets over data stream sliding windows.
Shih-Chuan ChiuHua-Fu LiJiun-Long HuangHsin-Han YouPublished in: J. Inf. Sci. (2011)
Keyphrases
- incremental mining
- itemsets
- data streams
- sliding window
- mining algorithm
- transaction data
- closed sequential patterns
- closed frequent itemsets
- frequent itemsets
- closed patterns
- closed itemsets
- frequent itemset mining
- frequent pattern mining
- frequent patterns
- incremental updating
- association rule mining
- mining association rules
- mining frequent itemsets
- sequential patterns
- pattern mining
- streaming data
- itemset mining
- concept drift
- space efficient
- emerging patterns
- frequent item sets
- data distribution
- data mining algorithms
- minimum support
- data sets
- candidate generation
- apriori algorithm
- fp tree
- data structure
- continuous queries
- frequent closed itemsets
- association rules
- mining frequent
- transactional databases
- condensed representations
- compact data structure
- database
- uncertain data
- query language