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Advanced imputation techniques in failure prediction with optimized machine learning models using genetic algorithms

Abstract This study highlights the impact of missing data imputation techniques in failure prediction. Existing studies have focused less on the issue of missing data, examined less the overall performance of the imputation techniques, and often concentrated on the accuracy of the machine learning (...

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Auteurs principaux: Kaoutar El Madou, Moad El Kharrim, Mohamed El Merouani
Format: Artigo
Langue:Inglês
Publié: Springer 2026-04-01
Collection:Discover Computing
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Accès en ligne:https://doi.org/10.1007/s10791-026-10013-3
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