frequent itemsets from data streams.
Raymond Chi-Wing WongAda Wai-Chee FuPublished in: Data Min. Knowl. Discov. (2006)
Keyphrases
- frequent itemsets
- data streams
- itemsets
- sliding window
- frequent itemset mining
- mining frequent itemsets
- association rule mining
- mining algorithm
- itemset mining
- concept drift
- streaming data
- transactional databases
- frequent itemsets mining
- mining association rules
- closed itemsets
- concise representation
- closed frequent itemsets
- constraint based mining
- data stream mining
- outlier detection
- frequent patterns
- discovery of association rules
- stream mining
- pruning strategy
- frequent closed itemsets
- frequent pattern mining
- discovering association rules
- stream data
- uncertain data
- data sets
- data distribution
- frequent set mining
- limited memory
- mining frequent patterns
- condensed representations
- minimum support
- association rules
- transaction data
- space efficient
- stream processing
- apriori algorithm
- interesting patterns
- dense datasets
- deduction rules
- pattern discovery
- user defined
- generalized association rules
- mining maximal frequent itemsets