: adaptively monitoring the recent change of frequent itemsets over online data streams.
Joong Hyuk ChangWon Suk LeePublished in: CIKM (2003)
Keyphrases
- frequent itemsets
- data streams
- itemsets
- mining frequent itemsets
- association rule mining
- frequent itemset mining
- sliding window
- closed frequent itemsets
- frequent closed itemsets
- frequent itemsets mining
- association rules
- mining algorithm
- concept drift
- data distribution
- concise representation
- uncertain data
- stream data
- discovery of association rules
- data sets
- itemset mining
- transactional databases
- streaming data
- pruning strategy
- space efficient
- closed itemsets
- transaction data
- fp tree
- frequent patterns
- condensed representations
- mining maximal frequent itemsets
- stream mining
- frequent itemset discovery
- data structure
- mining frequent patterns
- minimum support
- mining association rules
- continuous queries
- frequent pattern mining
- interesting patterns
- outlier detection
- data stream mining
- transaction databases
- stream processing
- dense datasets
- frequent item sets
- constraint based mining
- deduction rules
- sequential patterns
- mining frequent closed itemsets