Efficient Discovery of Association Rules and Frequent Itemsets through Sampling with Tight Performance Guarantees.
Matteo RiondatoEli UpfalPublished in: ECML/PKDD (1) (2012)
Keyphrases
- discovery of association rules
- frequent itemsets
- association rules
- parallel algorithm
- pruning strategy
- itemsets
- frequent itemset mining
- data streams
- progressive sampling
- association rule mining
- mining algorithm
- mining frequent itemsets
- closed frequent itemsets
- data structure
- constraint based mining
- uncertain data
- itemset mining
- transactional databases
- concise representation
- frequent pattern mining
- frequent patterns
- mining association rules
- condensed representations
- data sets
- frequent itemsets mining