A Sketch-Based Architecture for Mining Frequent Items and Itemsets from Distributed Data Streams.
Eugenio CesarioAntonio GrilloCarlo MastroianniDomenico TaliaPublished in: CCGRID (2011)
Keyphrases
- itemsets
- distributed data streams
- data streams
- frequent itemsets
- mining algorithm
- association rule mining
- frequent itemset mining
- emerging patterns
- mining association rules
- pattern mining
- itemset mining
- sliding window
- frequent patterns
- frequent pattern mining
- data mining algorithms
- mining frequent itemsets
- interesting association rules
- transactional databases
- association patterns
- association rules
- data stream mining
- frequent item sets
- maximal frequent itemsets
- interesting patterns
- data structure
- transaction data
- apriori algorithm
- minimum support threshold
- closed frequent itemsets
- closed itemsets
- minimum support
- algorithms for mining association rules
- data sets
- sequential pattern mining algorithm
- outlier detection
- closed patterns
- transaction databases
- mining frequent patterns
- distributed environment
- high utility itemsets
- uncertain data
- interesting itemsets
- frequent closed itemsets
- pattern growth
- data mining techniques
- pattern discovery
- frequent sets
- association rules mining
- share frequent itemsets