Efficient Mining of Frequent Patterns from Uncertain Data.
Carson Kai-Sang LeungChristopher L. CarmichaelBoyu HaoPublished in: ICDM Workshops (2007)
Keyphrases
- frequent patterns
- uncertain data
- frequent pattern mining
- mining algorithm
- mining frequent itemsets
- mining frequent patterns
- pattern mining
- frequent itemsets
- transaction databases
- itemsets
- interesting patterns
- sequential patterns
- uncertain databases
- search space pruning
- apriori algorithm
- sequential pattern mining
- association rules
- data structure
- minimum support
- tree structure
- mining frequent
- discovery of frequent patterns
- maximal frequent
- transactional databases
- fp tree
- pattern growth
- pruning strategy
- closed pattern mining
- closed patterns
- association rule mining
- frequent sequences
- frequent item sets
- data sets
- candidate generation
- frequent pattern mining algorithms
- association rules mining
- relational databases