Top-k frequent itemsets via differentially private FP-trees.
Jaewoo LeeChristopher W. CliftonPublished in: KDD (2014)
Keyphrases
- frequent itemsets
- differentially private
- itemsets
- prefix tree
- frequent itemset mining
- differential privacy
- mining frequent itemsets
- association rules
- association rule mining
- itemset mining
- mining algorithm
- data streams
- query processing
- data structure
- mining association rules
- frequent patterns
- discovery of association rules
- high utility
- concise representation
- frequent closed itemsets
- frequent itemsets mining
- closed itemsets
- tree structures
- condensed representations
- pattern mining
- tree structure
- uncertain data
- privacy preserving
- apriori algorithm
- parallel algorithm
- transaction data
- data sets
- pattern discovery