Top-k Frequent Itemsets Publication of Uncertain Data Based on Differential Privacy.
Yunfeng ZouXiaohan BaoChao XuWeiwei NiPublished in: WISA (2020)
Keyphrases
- uncertain data
- differential privacy
- frequent itemsets
- uncertain data streams
- probabilistic xml
- mining frequent itemsets
- privacy preserving
- itemsets
- association rules
- frequent itemset mining
- data streams
- association rule mining
- mining algorithm
- privacy preservation
- frequent patterns
- frequent itemsets mining
- mining association rules
- condensed representations
- mining frequent patterns
- frequent set mining
- query processing
- pruning strategy
- transaction databases
- data structure
- transactional databases
- pattern growth
- itemset mining
- frequent sets
- data privacy
- apriori algorithm
- knowledge discovery
- data management
- machine learning