An Efficient Closed Frequent Itemset Miner for the Moa Stream Mining System.
Massimo QuadranaAlbert BifetRicard GavaldàPublished in: CCIA (2013)
Keyphrases
- frequent itemsets
- stream mining
- data streams
- closed frequent itemsets
- condensed representations
- association rule mining
- closed itemsets
- itemsets
- mining frequent itemsets
- frequent itemset mining
- association rules
- mining algorithm
- limited memory
- frequent closed itemsets
- data stream mining
- itemset mining
- single pass
- stream data
- sliding window
- change detection
- frequent patterns
- mining association rules
- streaming data
- frequent pattern mining
- data structure
- pruning strategy
- minimum support
- uncertain data
- data distribution
- emerging patterns
- closed sets
- data sets
- frequent sets
- formal concept analysis
- pattern mining
- data mining algorithms
- non stationary