FTKHUIM: A Fast and Efficient Method for Mining Top-K High-Utility Itemsets

FTKHUIM: A Fast and Efficient Method for Mining Top-K High-Utility Itemsets

High-utility itemset mining (HUIM) is an important task in the field of knowledge data discovery. The large search space and huge number of HUIs are the consequences of applying HUIM algorithms with an inappropriate user-defined minimum utility threshold value. Determining a suitable threshold value...

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Bibliographic Details
Main Authors: Vinh V. Vu, Mi T. H. Lam, Thuy T. M. Duong, Ly T. Manh, Thuy T. T. Nguyen, Le V. Nguyen, Unil Yun, Vaclav Snasel, Bay Vo
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Knowledge data discovery
high-utility itemset
top-k HUIM
threshold-raising strategy
Online Access:https://ieeexplore.ieee.org/document/10250768/

Internet

https://ieeexplore.ieee.org/document/10250768/

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