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Stable High Utility Itemset Mining

The 23rd International Conference on Information Integration and Web Intelligence, 2021
Acquah Hackman   +3 more
openaire   +1 more source

Mining High-Utility Itemsets with Multiple Minimum Utility Thresholds

Proceedings of the Eighth International C* Conference on Computer Science & Software Engineering - C3S2E '15, 2008
High-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
openaire   +1 more source

PHM: Mining Periodic High-Utility Itemsets

2016
High-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
openaire   +1 more source

High-Utility Itemset Mining

2022
V. Jeevika Tharini, B.L. Shivakumar
openaire   +1 more source

HMiner: Efficiently mining high utility itemsets

Expert Systems with Applications, 2017
Abstract 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.
openaire   +1 more source

Parallel High Utility Itemset Mining

2022
Gaojuan Fan   +5 more
openaire   +1 more source

HIDING SENSITIVE HIGH AVERAGE-UTILITY ITEMSET

PROCEEDINGS OF THE 14TH NATIONAL CONFERENCE ON FUNDAMENTAL AND APPLIED INFORMATION TECHNOLOGY RESEARCH, 2021
Huynh Trieu Vy   +3 more
openaire   +1 more source

Incremental High Fuzzy Utility Itemset Mining

Proceedings of the 9th Multidisciplinary International Social Networks Conference, 2022
Tzung-Pei Hong   +3 more
openaire   +1 more source

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