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This paper proposes an efficient fuzzy mining approach, namely GDF, to speed up the execution efficiency of finding fuzzy frequent itemsets in a quantitative database. Unlike the existing approaches, the proposed GDF adopts the data-reduction strategy to effectively reduce the number of unpromising candidate fuzzy itemsets for mining. The experimental results on a synthetic dataset reveal that the...
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