New approaches for mining high utility itemsets with multiple utility ...
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Dec 19, 2023 · This paper thus presents an efficient method for Mining High Utility Itemsets with Multiple Utility Thresholds (MHUI-MUT).
Dec 19, 2023 · This paper thus presents an efficient method for Mining High Utility Itemsets with Multiple Utility Thresholds (MHUI-MUT).
New approaches for mining high utility itemsets with multiple utility thresholds. https://doi.org/10.1007/s10489-023-05145-8. Journal: Applied Intelligence ...
To perform HUIM-MMU, we first present an algorithm named HUI-MMU, which relies on a new sorted downward closure (SDC) property and least minimum utility ...
This paper proposes an efficient method (MHUI) to mine high utility itemsets with multiple minimum utility threshold values.
This paper introduces a novel notion of Utility Deviation (UD), which is calculated based on the standard deviation.
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Apr 30, 2024 · Utilizing the High-Utility Itemset Mining approach, the utility value of an itemset elevates in correlation with its size, underlined by the ...
Two efficient IEUCP and PBCS strategies are designed to further reduce the search space of the enumeration tree, and thus speed up the discovery of HAUIs when ...
This paper presents an HAUI mining algorithm named Generalized High Average-utility Itemset Miner (GHAIM) that processes the items in ascending order of their ...
More Efficient Algorithms for Mining High-Utility Itemsets with Multiple Minimum Utility Thresholds · Computer Science. DEXA · 2016.