arrow
Return

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

delete2025-12-26
delete0
PRE
AI
G
Gufeng Li *
X
Xuanwei Zhang *
S
Shuo Chen
DOI:10.1016/j.engappai.2025.113639delete
deleteOriginal
deleteOriginal request for help
deleteShare
deleteSave
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:
5.8K
Citations:
3.5W

Organization

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

Cited Papers

Advanced approach for mining utility occupancy patterns in incremental environment
err2024-12-01
err0
PREAI
errCho, Myungha; Kim, Hanju; Park, Seungwan; Kim, Doyoung; Kim, Doyoon; Yun, Unil
errShare
errSave
Efficient high utility itemset mining without the join operation
err2024-10-01
err0
PREAI
errYihe Yan; Xinzheng Niu; Zhiheng Zhang; Philippe Fournier-Viger; Libin Ye; Fan Min
errShare
errSave
Efficient high utility itemset mining using buffered utility-lists
err2017-09-15
err80
PREAI
errDuong, Quang-Huy; Fournier-Viger, Philippe; Ramampiaro, Heri; Norvag, Kjetil; Dam, Thu-Lan
errShare
errSave
An efficient algorithm to mine high average-utility itemsets
err2016-04-01
err71
PREAI
errLin, Jerry Chun-Wei; Li, Ting; Fournier-Viger, Philippe; Hong, Tzung-Pei; Zhan, Justin; Voznak, Miroslav
errShare
errSave
errShare
errSave
Efficient approach of high average utility pattern mining with indexed list-based structure in dynamic environments
err2024-02-01
err0
PREAI
errHyeonmo Kim; Hanju Kim; Myungha Cho; Bay Vo; Jerry Chun-Wei Lin; Hamido Fujita; Unil Yun
errShare
errSave
errShare
errSave
researcher View more