2022
DOI: 10.2478/cait-2022-0001
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Hiding Sensitive High Utility and Frequent Itemsets Based on Constrained Intersection Lattice

Abstract: Hiding high utility and frequent itemset is the method used to preserve sensitive knowledge from being revealed by pattern mining process. Its goal is to remove sensitive high utility and frequent itemsets from a database before sharing it for data mining purposes while minimizing the side effects. The current methods succeed in the hiding goal but they cause high side effects. This paper proposes a novel algorithm, named HSUFIBL, that applies a heuristic for finding victim item based on the constrained inters… Show more

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