Mining Recent Frequent Itemsets in Data Streams by Radioactively Attenuating Strategy.
Lifeng JiaZhe WangChunguang ZhouXiujuan XuPublished in: ADMA (2005)
Keyphrases
- frequent itemsets
- data streams
- itemsets
- closed frequent itemsets
- mining frequent itemsets
- mining algorithm
- frequent itemset mining
- association rule mining
- frequent closed itemsets
- sliding window
- closed itemsets
- frequent itemsets mining
- association rules
- mining association rules
- transactional databases
- interesting patterns
- itemset mining
- constraint based mining
- concise representation
- data stream mining
- transaction data
- frequent patterns
- frequent pattern mining
- mining frequent patterns
- streaming data
- concept drift
- emerging patterns
- uncertain data
- condensed representations
- data sets
- fp tree
- discovery of association rules
- frequent set mining
- outlier detection
- discovering association rules
- apriori algorithm
- frequent itemset discovery
- transaction databases
- stream mining
- data structure
- mining of frequent itemsets
- mining frequent closed itemsets
- maximal frequent itemsets
- frequent item sets
- minimum support
- stream data
- pruning strategy
- dense datasets
- previously discovered
- generalized association rules
- pattern growth
- transactional data
- high utility itemsets
- interesting itemsets
- mining maximal frequent itemsets
- parallel algorithm
- real world