Efficiently Updating the Discovered Multiple Fuzzy Frequent Itemsets with Transaction Insertion.
Jerry Chun-Wei LinYuyu ZhangPhilippe Fournier-VigerTzung-Pei HongPublished in: Int. J. Fuzzy Syst. (2018)
Keyphrases
- frequent itemsets
- itemsets
- transaction data
- frequent itemset mining
- candidate itemsets
- mining frequent itemsets
- concise representation
- data streams
- association rules
- mining algorithm
- association rule mining
- uncertain data
- mining frequent closed itemsets
- mining association rules
- database
- itemset mining
- discovery of association rules
- interesting patterns
- deduction rules
- maximal frequent itemsets
- fuzzy sets
- frequent set mining
- incremental updating
- constraint based mining
- frequent closed itemsets
- fuzzy rules
- frequent pattern mining
- minimum support
- prefix tree
- closed itemsets
- discovering association rules
- condensed representations
- transactional databases
- frequent itemset discovery
- pruning strategy