2011 · 28 citations · 5 references
ComputingComputer ScienceData ScienceData MiningDatabasesFrequent Pattern MiningProbabilistic ModelingUncertainty ReasoningUncertainty RepresentationAssociation Rule MiningClosed Frequent Itemset MiningFrequent Closed Pattern MiningFrequent Itemset MiningProbabilistic Data AssociationUncertain Data ModelingUncertain DatabasesUncertain Frequent Pattern Mining
This paper defines probabilistic support and probabilistic frequent closed itemsets in uncertain databases for the first time. It also proposes a probabilistic frequent closed itemset mining (PFCIM) algorithm to mine probabilistic frequent closed itemsets from uncertain databases.
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