Approximation of Frequentness Probability of Itemsets in Uncertain Data.
Toon CaldersCalin GarboniBart GoethalsPublished in: ICDM (2010)
Keyphrases
- uncertain data
- itemsets
- mining frequent itemsets
- frequent itemsets
- probabilistic databases
- frequent patterns
- data streams
- transaction databases
- mining algorithm
- frequent itemset mining
- association rules
- frequent pattern mining
- mining frequent patterns
- association rule mining
- frequent sets
- itemset mining
- data structure
- mining association rules
- uncertain databases
- minimum support
- pattern mining
- interesting patterns
- data mining algorithms
- probability distribution
- pruning strategy
- frequent item sets
- apriori algorithm
- sequential pattern mining
- sliding window
- pattern growth
- mining frequent
- decision trees
- data sets