Mining High Quality Patterns Using Multi-Objective Evolutionary Algorithm

Pattern mining (PM) refers to the process of discovering patterns of interest to users from data. However, most studies have considered only one pattern, such as frequent pattern or high-utility pattern. With the continuous requirement of businesses in various industries, the single-objective PM met...

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Veröffentlicht in:	IEEE transactions on knowledge and data engineering Jg. 34; H. 8; S. 1
Hauptverfasser:	Fang, Wei, Zhang, Qiang, Sun, Jun, Wu, Xiao-Jun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.08.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Convergence Data mining Datasets Evolutionary algorithms Evolutionary computation Genetic algorithms Itemsets multi-objective evolutionary algorithm occupancy Optimization Pattern analysis Pattern mining Sociology Solution space Statistics support utility
ISSN:	1041-4347, 1558-2191
Online-Zugang:	Volltext
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