YAFIM: A Parallel Frequent Itemset Mining Algorithm with Spark.
Hongjian QiuRong GuChunfeng YuanYihua HuangPublished in: IPDPS Workshops (2014)
Keyphrases
- mining algorithm
- frequent itemsets
- itemsets
- association rules
- association rule mining
- frequent itemset mining
- pattern mining
- negative association rules
- sequential patterns
- frequent patterns
- tree structure
- discovering frequent
- sequential pattern mining
- minimum support
- mining frequent itemsets
- incremental mining
- data mining algorithms
- mining frequent
- data streams
- pruning strategy
- itemset mining
- concise representation
- data structure
- frequent item sets
- mining association rules
- condensed representations
- mining frequent patterns
- uncertain data
- data analysis
- high utility itemsets
- incremental updating
- minimum support threshold