Multi-objective optimisation based fuzzy association rule mining method

Fuzzy association rule mining (FARM) is a mainstream method to discover hidden patterns and association rules in quantitative data. It is essential to improve performance metrics, including quantity performance (e.g., the number of rules, the number of frequent itemsets) and quality performance (e.g...

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Vydané v:	World wide web (Bussum) Ročník 26; číslo 3; s. 1055 - 1072
Hlavní autori:	Zheng, Hui, He, Jing, Liu, Qing, Li, Jianhua, Huang, Guangli, Li, Peng
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York Springer US 01.05.2023 Springer Nature B.V
Predmet:	Algorithms Blood pressure Business metrics Computer Science Data mining Database Management Datasets Diabetes Fuzzy logic Fuzzy sets Genetic algorithms Hypertension Information Systems Applications (incl.Internet) Linear programming Methods Multiple objective analysis Operating Systems Optimization Performance enhancement Performance measurement Special Issue on Web Intelligence =Artificial Intelligence in the Connected World World Wide Web Fuzzy association rules Optimisations Multi-objective functions
ISSN:	1386-145X, 1573-1413
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