On a parallel spark workflow for frequent itemset mining based on array prefix-tree.
Xinzheng NiuPeng WuChase Q. WuAiqin HouMideng QianPublished in: Concurr. Comput. Pract. Exp. (2022)
Keyphrases
- frequent itemset mining
- pattern growth
- prefix tree
- frequent itemsets
- mining frequent patterns
- pattern mining
- itemsets
- sequential patterns
- sequential pattern mining
- association rule mining
- fp growth
- mining algorithm
- data mining
- association rules
- itemset mining
- frequent pattern mining
- transactional databases
- frequent patterns
- graph mining
- data streams
- mining frequent
- mining frequent itemsets
- minimum support
- candidate generation
- multi dimensional
- memory efficient
- fp tree
- pruning strategy
- interesting patterns
- data structure
- data sets
- data analysis