A parallel algorithm for mining constrained frequent patterns using MapReduce.
Xiaowu YanJifu ZhangYaling XunXiao QinPublished in: Soft Comput. (2017)
Keyphrases
- frequent patterns
- parallel algorithm
- frequent pattern mining
- parallel programming
- mining algorithm
- pattern mining
- mining frequent patterns
- itemsets
- mining frequent
- sequential patterns
- parallel computation
- interesting patterns
- discovery of frequent patterns
- tree structure
- association rules
- data structure
- frequent pattern discovery
- pattern growth
- transactional databases
- sequential pattern mining
- discovering frequent
- transaction databases
- shared memory
- frequent itemsets
- maximal frequent
- closed patterns
- fp tree
- uncertain data
- discovery of association rules
- candidate generation
- frequent item sets
- minimum support
- apriori algorithm
- frequent pattern tree
- frequent itemset mining
- frequent pattern mining algorithms
- cluster of workstations
- incremental mining
- cloud computing
- parallel computing
- parallel processing
- frequent subgraphs
- data streams
- knowledge discovery