Mining Recent Frequent Itemsets in Sliding Windows over Data Streams .
Congying HanLijun XuGuoping HePublished in: Comput. Informatics (2008)
Keyphrases
- data streams
- frequent itemsets
- sliding window
- closed frequent itemsets
- itemsets
- mining frequent itemsets
- mining algorithm
- frequent itemset mining
- association rule mining
- streaming data
- frequent patterns
- frequent closed itemsets
- mining data streams
- stream mining
- high speed data streams
- transactional databases
- data stream mining
- mining association rules
- data distribution
- interesting patterns
- emerging patterns
- fixed size
- continuous queries
- discovery of association rules
- frequent pattern mining
- concept drift
- closed itemsets
- mining frequent patterns
- concise representation
- maximal frequent itemsets
- itemset mining
- stream data
- frequent itemsets mining
- pruning strategy
- uncertain data
- data sets
- limited memory
- transaction databases
- pattern mining
- dense datasets
- frequent set mining
- mining maximal frequent itemsets
- mining of frequent itemsets
- fp growth
- frequent item sets
- space efficient
- incremental mining
- fp tree
- mining frequent
- pattern discovery
- data mining algorithms
- data structure