Finding recent frequent itemsets adaptively over online data streams.
Joong Hyuk ChangWon Suk LeePublished in: KDD (2003)
Keyphrases
- frequent itemsets
- data streams
- itemsets
- mining frequent itemsets
- frequent itemset mining
- sliding window
- closed frequent itemsets
- mining algorithm
- association rule mining
- frequent itemsets mining
- frequent closed itemsets
- streaming data
- constraint based mining
- transaction databases
- concise representation
- closed itemsets
- data stream mining
- stream data
- mining association rules
- data sets
- association rules
- mining frequent patterns
- discovering association rules
- apriori algorithm
- itemset mining
- pruning strategy
- discovery of association rules
- uncertain data
- frequent set mining
- outlier detection
- frequent pattern mining
- mining maximal frequent itemsets
- data distribution
- frequent patterns
- stream mining
- dense datasets
- data structure
- limited memory
- maximal frequent itemsets
- condensed representations
- minimum support
- mining of frequent itemsets
- frequent itemset discovery
- transactional databases
- transaction data
- space efficient
- interesting patterns
- data mining