A Parallel Uncertain Frequent Itemset Mining Algorithm with Spark.
Jiaman DingHaibin LiYuanyuan WangLianyin JiaJinguo YouYang YangPublished in: PDCAT (2019)
Keyphrases
- mining algorithm
- frequent itemsets
- itemsets
- association rule mining
- frequent itemset mining
- association rules
- discovering frequent
- frequent patterns
- sequential patterns
- pattern mining
- negative association rules
- minimum support
- pruning strategy
- sequential pattern mining
- incremental mining
- data streams
- tree structure
- mining frequent
- mining frequent itemsets
- itemset mining
- frequent item sets
- transaction databases
- frequent pattern tree
- databases
- transactional databases
- high utility itemsets
- data structure
- data mining algorithms
- graph databases
- incremental updating
- minimum support threshold
- emerging patterns
- mining association rules
- concise representation
- closed itemsets
- condensed representations
- frequent pattern mining
- real world