Mining uncertain data for frequent itemsets that satisfy aggregate constraints.
Carson Kai-Sang LeungBoyu HaoDale A. BrajczukPublished in: SAC (2010)
Keyphrases
- uncertain data
- frequent itemsets
- mining frequent itemsets
- itemsets
- frequent itemset mining
- mining algorithm
- frequent patterns
- anti monotone
- data streams
- mining frequent patterns
- association rules
- association rule mining
- transaction databases
- uncertain databases
- closed frequent itemsets
- discovery of association rules
- itemset mining
- pattern growth
- mining association rules
- frequent itemsets mining
- transactional databases
- interesting patterns
- frequent set mining
- frequent pattern mining
- closed itemsets
- minimum support
- pruning strategy
- concise representation
- data structure
- frequent sets
- fp tree
- maximal frequent itemsets
- database
- discovering association rules
- condensed representations
- apriori algorithm
- frequent closed itemsets
- constraint programming
- sequential patterns
- dense datasets
- tree structure
- knowledge discovery