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PHM: Mining Periodic High-Utility Itemsets
2016High-utility itemset mining is the task of discovering high-utility itemsets, i.e. sets of items that yield a high profit in a customer transaction database. High-utility itemsets are useful, as they provide information about profitable sets of items bought by customers to retail store managers, which can then use this information to take strategic ...
Philippe Fournier-Viger +3 more
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HMiner: Efficiently mining high utility itemsets
Expert Systems with Applications, 2017Abstract High utility itemset mining problem uses the notion of utilities to discover interesting and actionable patterns. Several data structures and heuristic methods have been proposed in the literature to efficiently mine high utility itemsets.
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Utility-Oriented Gradual Itemsets Mining Using High Utility Itemsets Mining
2023Priscile Audrey Fongue Assondji +2 more
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Mining On-shelf High-utility Quantitative Itemsets
2021 IEEE International Conference on Big Data (Big Data), 2021Lili Chen +4 more
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Targeted Querying of Closed High-Utility Itemsets
2023 IEEE International Conference on Big Data (BigData), 2023Shan Huang 0009 +2 more
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Incremental High Fuzzy Utility Itemset Mining
Proceedings of the 9th Multidisciplinary International Social Networks Conference, 2022Tzung-Pei Hong +3 more
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Fast discovery of high fuzzy utility itemsets
2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2014Guo-Cheng Lan +3 more
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Fast mining local high-utility itemsets
Engineering Applications of Artificial IntelligenceWei Song 0004, Guibin Ren, Wensheng Gan
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