An Evolutionary Algorithm to Mine High-Utility Itemsets

An Evolutionary Algorithm to Mine High-Utility Itemsets

High-utility itemset mining (HUIM) is a critical issue in recent years since it can be used to reveal the profitable products by considering both the quantity and profit factors instead of frequent itemset mining (FIM) of association rules (ARs). In this paper, an evolutionary algorithm is presented...

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Bibliographic Details
Main Authors: Jerry Chun-Wei Lin, Lu Yang, Philippe Fournier-Viger, Jaroslav Frnda, Lukas Sevcik, Miroslav Voznak
Format: Article
Language:English
Published: VSB-Technical University of Ostrava 2015-01-01
Series:Advances in Electrical and Electronic Engineering
Subjects:
binary pso
evolutionary computation
particle swarm optimization
utility-itemset mining
tree.
Online Access:http://advances.utc.sk/index.php/AEEE/article/view/1474

Internet

http://advances.utc.sk/index.php/AEEE/article/view/1474

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