Mining maximal frequent patterns in transactional databases and dynamic data streams: A spark-based approach.
Md. Rezaul KarimMichael CochezOya Deniz BeyanChowdhury Farhan AhmedStefan DeckerPublished in: Inf. Sci. (2018)
Keyphrases
- transactional databases
- maximal frequent patterns
- itemsets
- data streams
- frequent itemsets
- transactional data
- association rules
- frequent patterns
- pattern growth
- frequent itemset mining
- mining algorithm
- association rule mining
- sliding window
- pattern mining
- mining association rules
- apriori algorithm
- itemset mining
- data sets
- mining frequent itemsets
- data structure
- frequent pattern mining
- huge number
- streaming data
- concept drift
- minimum support
- sequence data
- frequent sequences
- tree structure