A distributed frequent itemset mining algorithm based on Spark.
Feng GuiYunlong MaFeng ZhangMin LiuFei LiWeiming ShenHua BaiPublished in: CSCWD (2015)
Keyphrases
- mining algorithm
- frequent itemsets
- itemsets
- association rules
- association rule mining
- frequent itemset mining
- frequent patterns
- pattern mining
- negative association rules
- incremental mining
- discovering frequent
- tree structure
- sequential patterns
- minimum support
- mining frequent
- transaction databases
- mining frequent itemsets
- data structure
- sequential pattern mining
- pruning strategy
- data mining algorithms
- frequent item sets
- transactional databases
- closed itemsets
- mining frequent patterns
- mining association rules
- knn
- candidate generation
- association rules mining
- itemset mining
- emerging patterns
- machine learning
- frequent pattern mining
- uncertain data
- algorithm for mining association rules