A distributed frequent itemset mining algorithm using Spark for Big Data analytics.
Feng ZhangMin LiuFeng GuiWeiming ShenAbdallah ShamiYunlong MaPublished in: Clust. Comput. (2015)
Keyphrases
- mining algorithm
- frequent itemsets
- big data analytics
- itemsets
- association rules
- frequent itemset mining
- pattern mining
- association rule mining
- tree structure
- frequent patterns
- sequential patterns
- minimum support
- discovering frequent
- negative association rules
- big data
- sequential pattern mining
- data streams
- mining frequent
- pruning strategy
- incremental mining
- frequent pattern mining
- transaction databases
- mining frequent itemsets
- social media
- database
- uncertain data
- transactional databases
- data mining algorithms
- data analysis
- high utility itemsets
- incremental updating
- data structure
- emerging patterns
- mining association rules
- itemset mining
- frequent pattern tree
- databases