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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Bibliographic Details
Published in:	World wide web (Bussum) Vol. 26; no. 3; pp. 1055 - 1072
Main Authors:	Zheng, Hui, He, Jing, Liu, Qing, Li, Jianhua, Huang, Guangli, Li, Peng
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.05.2023 Springer Nature B.V
Subjects:	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
Online Access:	Get full text
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