On a Parallel Spark Workflow for Frequent Itemset Mining Based on Array Prefix-Tree.
Xinzheng NiuMideng QianChase Q. WuAiqin HouPublished in: WORKS@SC (2019)
Keyphrases
- frequent itemset mining
- prefix tree
- pattern growth
- frequent itemsets
- itemsets
- sequential patterns
- mining frequent patterns
- sequential pattern mining
- association rule mining
- pattern mining
- fp growth
- frequent pattern mining
- itemset mining
- mining algorithm
- association rules
- mining frequent itemsets
- mining frequent
- graph mining
- data streams
- frequent patterns
- candidate generation
- transactional databases
- data structure
- data mining
- mining association rules
- frequent sequences
- website
- memory efficient
- apriori algorithm
- interesting patterns
- pattern discovery
- tree structure
- multi dimensional
- small number