A New Algorithm for Mining Global Frequent Itemsets in a Stream.
Lichao GuoHongye SuYu QuPublished in: FSKD (5) (2009)
Keyphrases
- frequent itemsets
- itemsets
- frequent itemset mining
- closed frequent itemsets
- data streams
- frequent itemsets mining
- apriori algorithm
- dense datasets
- association rule mining
- frequent item sets
- discovery of association rules
- fp growth
- mining frequent closed itemsets
- mining of frequent itemsets
- frequent closed itemsets
- mining algorithm
- pruning strategy
- maximal frequent itemsets
- mining association rules
- frequent patterns
- mining maximal frequent itemsets
- closed itemsets
- mining frequent itemsets
- association rules
- transactional databases
- data mining
- concise representation
- single scan
- fp tree
- emerging patterns
- frequent itemset discovery
- tree structure
- data structure
- stream mining
- preprocessing
- incremental updating
- transaction databases
- real world
- data sets
- frequent closed
- multi dimensional
- uncertain data
- sliding window
- candidate generation
- itemset mining
- space efficient
- pattern discovery