Mining Approximate Frequent Itemsets In the Presence of Noise: Algorithm and Analysis.
Jinze LiuSusan PaulsenXing SunWei WangAndrew B. NobelJan F. PrinsPublished in: SDM (2006)
Keyphrases
- frequent itemsets
- frequent itemset mining
- apriori algorithm
- frequent itemset discovery
- itemsets
- frequent itemsets mining
- discovery of association rules
- association rule mining
- frequent closed itemsets
- frequent item sets
- mining algorithm
- association rules
- pruning strategy
- fp tree
- dense datasets
- data streams
- mining frequent closed itemsets
- mining of frequent itemsets
- maximal frequent itemsets
- algorithms for mining association rules
- closed itemsets
- mining frequent itemsets
- association rules mining
- frequent patterns
- fp growth
- single scan
- closed frequent itemsets
- itemset mining
- mining maximal frequent itemsets
- pattern growth
- frequent pattern mining
- uncertain data
- tree structure
- data mining