High-Utility Itemset Mining using Fuzzy Sets
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Date
2023
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Publisher
Smart Innovation, Systems and Technologies (SIST,volume 326)
Abstract
High-utility itemset mining aims to mine itemsets with high utilities. Utility of an itemset is the profit value associated with it. However, high-utility itemsets are generated considering only the occurrence of the items in the database. These patterns do not contain any information about the utilities of the items in the transaction. This paper aims to generate high-utility itemsets containing information about the utilities of the items.