A dynamic layout of sliding window for frequent itemset mining over data streams.
Mahmood DeypirMohammad Hadi SadreddiniPublished in: J. Syst. Softw. (2012)
Keyphrases
- sliding window
- data streams
- frequent itemset mining
- frequent itemsets
- itemsets
- mining frequent itemsets
- streaming data
- association rule mining
- stream data
- fixed size
- window size
- data sets
- mining algorithm
- continuous queries
- pattern mining
- concept drift
- mining data streams
- closed frequent itemsets
- frequent pattern mining
- stream mining
- frequent patterns
- candidate generation
- limited memory
- itemset mining
- high speed data streams
- closed itemsets
- variable size
- website
- sensor networks
- mining association rules
- apriori algorithm
- sensor data
- data distribution
- database
- interestingness measures
- frequent closed itemsets
- sequential pattern mining