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Stable High Utility Itemset Mining
The 23rd International Conference on Information Integration and Web Intelligence, 2021Acquah Hackman +3 more
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Mining High-Utility Itemsets with Multiple Minimum Utility Thresholds
Proceedings of the Eighth International C* Conference on Computer Science & Software Engineering - C3S2E '15, 2008High-utility itemset mining (HUIM) is an emerging topic in data mining. It consists of discovering high-utility itemsets (HUIs), i.e. groups of items (itemsets) that generate a high profit in transactional databases. Several algorithms have been proposed for this task.
Jerry Chun-Wei Lin +3 more
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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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Utility-Oriented Gradual Itemsets Mining Using High Utility Itemsets Mining
2023Fongue, Audrey +2 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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HIDING SENSITIVE HIGH AVERAGE-UTILITY ITEMSET
PROCEEDINGS OF THE 14TH NATIONAL CONFERENCE ON FUNDAMENTAL AND APPLIED INFORMATION TECHNOLOGY RESEARCH, 2021Huynh Trieu Vy +3 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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