A bidirectional dynamic grouping multi-objective evolutionary algorithm for feature selection on high-dimensional classification

DOI10.1016/j.ins.2023.119619OpenAlexW4386375174MaRDI QIDQ6052699

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Publication date: 22 September 2023

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.ins.2023.119619

zbMATH Keywords

multi-objective optimizationfeature selectionhigh-dimensional classificationbidirectional dynamic grouping

Mathematics Subject Classification ID

Multi-objective and goal programming (90C29)

Cites Work

• Theoretical and empirical analysis of ReliefF and RReliefF
• Binary differential evolution with self-learning for multi-objective feature selection
• Tables for the Friedman rank test
• Nested cross-validation with ensemble feature selection and classification model for high-dimensional biological data

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