An Approximate Approach for Mining Recently Frequent Itemsets from Data Streams.
Jia-Ling KohShu-Ning ShinPublished in: DaWaK (2006)
Keyphrases
- frequent itemsets
- data streams
- itemsets
- frequent set mining
- closed frequent itemsets
- frequent itemset discovery
- mining algorithm
- mining frequent itemsets
- frequent itemset mining
- association rule mining
- sliding window
- frequent itemsets mining
- frequent closed itemsets
- frequent patterns
- streaming data
- transactional databases
- itemset mining
- discovering association rules
- closed itemsets
- concept drift
- stream mining
- concise representation
- association rules
- transaction databases
- emerging patterns
- fp tree
- stream data
- constraint based mining
- frequent item sets
- frequent closed
- data sets
- data structure
- interesting patterns
- transactional data
- discovery of association rules
- uncertain data
- maximal frequent itemsets
- apriori algorithm
- mining association rules
- mining frequent patterns
- transaction data
- stream processing
- pruning strategy
- frequent pattern mining
- data stream mining
- previously discovered
- generalized association rules
- condensed representations
- pattern mining
- mining of frequent itemsets
- limited memory
- data mining
- mining maximal frequent itemsets
- finding frequent itemsets
- multi dimensional
- outlier detection
- prefix tree