PNPFI: An Efficient Parallel Frequent Itemsets Mining Algorithm.
Fang ZhangYu ZhangXiaofei LiaoHai JinPublished in: CSCWD (2018)
Keyphrases
- mining algorithm
- frequent itemsets
- itemsets
- frequent itemset mining
- association rules
- association rule mining
- data streams
- frequent patterns
- discovering frequent
- pruning strategy
- mining frequent itemsets
- minimum support
- sequential pattern mining
- incremental mining
- mining association rules
- concise representation
- transaction databases
- itemset mining
- data structure
- pattern mining
- minimum support threshold
- closed itemsets
- transactional databases
- uncertain data
- mining frequent patterns
- frequent item sets
- mining frequent
- frequent pattern mining
- closed frequent itemsets
- high utility itemsets
- incremental updating
- sliding window
- apriori algorithm
- sequential patterns
- interesting patterns
- candidate itemsets
- generalized association rules
- database
- fp growth
- transaction data
- knowledge discovery
- machine learning
- data mining
- data sets