Summarizing Association Itemsets by Pattern Interestingness in a Data Stream Environment.
Guanling LeeYu-tang ZhuYi-Chun ChenPublished in: SUComS (2011)
Keyphrases
- itemsets
- data streams
- association patterns
- frequent itemsets
- condensed representations
- association rules
- pattern discovery
- association rule mining
- mining frequent itemsets
- frequent itemset mining
- itemset mining
- sliding window
- interestingness measures
- mining algorithm
- data structure
- frequent item sets
- mining association rules
- frequent closed itemsets
- emerging patterns
- pattern mining
- maximal frequent itemsets
- frequent patterns
- discovered patterns
- apriori algorithm
- mining of frequent itemsets
- streaming data
- minimum support
- frequent pattern mining
- closed frequent itemsets
- stream data
- data distribution
- transactional databases
- interesting rules
- frequent itemsets mining
- transaction databases
- algorithms for mining association rules
- frequent sets
- space efficient
- pruning strategy
- concept drift
- multi dimensional
- data mining algorithms
- user defined
- data mining
- interesting itemsets
- scientific data