Fast Algorithms for Frequent Itemset Mining from Uncertain Data.
Carson Kai-Sang LeungRichard Kyle MacKinnonPublished in: ICDM (2014)
Keyphrases
- frequent itemset mining
- uncertain data
- uncertain databases
- frequent itemsets
- mining frequent itemsets
- transaction databases
- itemsets
- itemset mining
- mining frequent patterns
- pattern mining
- frequent patterns
- association rule mining
- apriori algorithm
- pattern growth
- sequential pattern mining
- probabilistic xml
- uncertain data streams
- candidate generation
- pruning strategy
- data mining algorithms
- data streams
- graph mining
- association rules
- data structure
- real world