An Efficient Approach for Mining High Average-Utility Itemsets in Incremental Database

Traditional high-utility itemset (HUI) mining methods tend to overestimate utility for long itemsets, leading to biased results. High average-utility itemset (HAUI) mining addresses this problem by normalizing utility with itemset length. However, uniform utility thresholds fail to account for varyi...

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Bibliographic Details
Published in:Engineering Proceedings
Main Authors: Ye-In Chang, Chen-Chang Wu, Hsiang-En Kuo
Format: Article
Language:English
Published: MDPI AG 2025-09-01
Subjects:
Online Access:https://www.mdpi.com/2673-4591/108/1/32