Mining frequent, maximal and closed frequent itemsets over data stream - a review.
M. Jeya SuthaF. Ramesh DhanaseelanPublished in: Int. J. Data Anal. Tech. Strateg. (2017)
Keyphrases
- closed frequent itemsets
- mining frequent
- frequent itemsets
- frequent itemset mining
- data streams
- mining algorithm
- frequent patterns
- itemsets
- sliding window
- mining frequent itemsets
- association rules
- high speed data streams
- closed itemsets
- frequent pattern mining
- pattern mining
- association rule mining
- sequential patterns
- tree mining
- space efficient
- uncertain data
- mining association rules
- itemset mining
- limited memory
- fp tree
- data structure
- frequent closed itemsets
- condensed representations
- sequential pattern mining
- streaming data
- frequent item sets
- graph patterns
- databases
- change detection
- tree structure
- apriori algorithm
- data distribution
- random walk
- preprocessing