DP-Apriori: A differentially private frequent itemset mining algorithm based on transaction splitting.
Xiang ChengSen SuShengzhi XuZhengyi LiPublished in: Comput. Secur. (2015)
Keyphrases
- mining algorithm
- differentially private
- frequent itemsets
- transaction data
- itemsets
- candidate itemsets
- frequent pattern mining algorithms
- association rule mining
- association rules
- frequent patterns
- frequent itemset mining
- discovering frequent
- data streams
- mining frequent itemsets
- fp growth
- negative association rules
- pruning strategy
- pattern mining
- minimum support
- itemset mining
- sequential pattern mining
- transactional databases
- mining association rules
- frequent item sets
- data structure
- incremental updating
- incremental mining
- apriori algorithm
- frequent pattern mining
- database
- closed itemsets
- data mining algorithms
- uncertain data
- transaction databases
- data mining
- mining frequent patterns
- condensed representations
- pattern growth
- interesting patterns
- sequential patterns
- pattern discovery
- tree structure
- preprocessing
- candidate generation
- fp tree