TOPSIS: Finding Top-K significant N-itemsets in sliding windows adaptively.
Bei YangHoukuan HuangZhifeng WuPublished in: Knowl. Based Syst. (2008)
Keyphrases
- itemsets
- sliding window
- data streams
- frequent itemsets
- closed frequent itemsets
- frequent itemset mining
- data structure
- association rules
- itemset mining
- compact data structure
- fixed size
- association rule mining
- mining algorithm
- frequent item sets
- mining frequent itemsets
- pattern mining
- streaming data
- mining association rules
- space efficient
- skyline queries
- variable size
- minimum support
- frequent pattern mining
- high utility
- data mining algorithms
- query processing
- emerging patterns
- data distribution
- maximal frequent itemsets
- closed patterns
- interesting itemsets
- continuous queries
- pruning strategy
- transactional databases
- interesting patterns
- frequent patterns
- real world
- data sets
- limited memory
- apriori algorithm
- database
- closed itemsets
- concept drift
- wireless sensor networks