Mining Top-K Frequent Itemsets Through Progressive Sampling
Andrea PietracaprinaMatteo RiondatoEli UpfalFabio VandinPublished in: CoRR (2010)
Keyphrases
- frequent itemsets
- progressive sampling
- minimum support
- frequent closed itemsets
- itemsets
- frequent pattern mining
- frequent itemset mining
- closed itemsets
- association rule mining
- association rules
- mining algorithm
- data streams
- mining frequent itemsets
- frequent itemsets mining
- frequent patterns
- itemset mining
- concise representation
- uncertain data
- mining association rules
- transaction databases
- transactional databases
- pruning strategy
- condensed representations
- discovery of association rules
- frequent itemset discovery
- closed frequent itemsets
- data structure
- frequent item sets
- pattern mining
- mining frequent patterns
- maximal frequent itemsets
- evolutionary algorithm
- categorical data
- fp tree
- pattern discovery