Mining Recent Frequent Itemsets in Data Streams.
Kun LiYongyan WangM. EllahiHongan WangPublished in: FSKD (4) (2008)
Keyphrases
- frequent itemsets
- data streams
- itemsets
- closed frequent itemsets
- frequent itemset mining
- mining frequent itemsets
- mining algorithm
- association rule mining
- sliding window
- frequent itemsets mining
- transactional databases
- frequent closed itemsets
- mining association rules
- stream mining
- frequent patterns
- itemset mining
- closed itemsets
- streaming data
- data stream mining
- stream data
- concise representation
- transaction databases
- concept drift
- interesting patterns
- mining frequent patterns
- discovering association rules
- minimum support
- association rules
- frequent pattern mining
- emerging patterns
- condensed representations
- data mining algorithms
- constraint based mining
- discovery of association rules
- frequent closed
- apriori algorithm
- dense datasets
- pattern mining
- outlier detection
- transaction data
- frequent set mining
- mining of frequent itemsets
- data sets
- frequent itemset discovery
- fp tree
- data structure
- pattern growth
- frequent item sets
- limited memory
- pruning strategy
- uncertain data