Discovering frequent itemsets over transactional data streams through an efficient and stable approximate approach.
Kuen-Fang JeaChao-Wei LiPublished in: Expert Syst. Appl. (2009)
Keyphrases
- itemsets
- discovering frequent
- mining algorithm
- data streams
- frequent pattern mining
- pattern mining
- frequent patterns
- frequent itemsets
- frequent itemset mining
- association rules
- association rule mining
- mining association rules
- sliding window
- itemset mining
- data structure
- mining frequent
- streaming data
- sequential pattern mining
- interesting patterns
- data mining algorithms
- mining frequent itemsets
- apriori algorithm
- maximal frequent itemsets
- pattern discovery
- data stream mining
- databases
- tree mining
- multi dimensional
- closed frequent itemsets