Towards a parameter-free and parallel itemset mining algorithm in linearithmic time.
Gregory BuehrerRoberto L. de Oliveira Jr.David FuhrySrinivasan ParthasarathyPublished in: ICDE (2015)
Keyphrases
- mining algorithm
- parameter free
- itemsets
- frequent itemsets
- pattern mining
- association rules
- frequent patterns
- sequential patterns
- association rule mining
- discovering frequent
- categorical data
- outlier detection
- tree structure
- minimum support
- incremental mining
- sequential pattern mining
- frequent item sets
- data mining algorithms
- pruning strategy
- incremental updating
- frequent itemset mining
- frequent pattern mining
- fully automatic
- transaction databases
- data streams
- mining association rules
- itemset mining
- data mining techniques
- training data