An efficient closed frequent itemset miner for the MOA stream mining system.
Massimo QuadranaAlbert BifetRicard GavaldàPublished in: AI Commun. (2015)
Keyphrases
- frequent itemsets
- stream mining
- data streams
- closed frequent itemsets
- condensed representations
- association rule mining
- closed itemsets
- itemsets
- frequent itemset mining
- mining frequent itemsets
- association rules
- mining algorithm
- data stream mining
- frequent closed itemsets
- limited memory
- stream data
- change detection
- sliding window
- concept drift
- itemset mining
- streaming data
- data distribution
- frequent sets
- minimum support
- emerging patterns
- frequent pattern mining
- mining association rules
- single pass
- data mining algorithms
- apriori algorithm
- uncertain data
- data mining methods
- frequent patterns
- data mining techniques
- data structure
- mining frequent
- real world
- anomaly detection