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Mining high average-efficiency itemsets based on a compact list structure

delete2025-12-26
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PRE
AI
G
Gufeng Li *
X
Xuanwei Zhang *
S
Shuo Chen
DOI:10.1016/j.engappai.2025.113639delete
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Abstract

Abstract

En 中文
• A compact AE-List structure stores key information instead of original database. • The pruning strategy based on new upper bound can reduce join operations. • The EAECS is introduced to improve the runtime, although it sacrifices some memory. • Various experiments were performed by benchmark datasets to show improvement.

Journal

Engineering Applications of Artificial Intelligence cover
Engineering Applications of Artificial Intelligence
IF:
8
Papers:
5.3K
Citations:
3.5W

Organization

X
Xidian University
Scholars:
2.4W
Papers: 1.9W
Citations: 9.7K