Model-agnostic local explanation: Multi-objective genetic algorithm explainer

Late detection of plant diseases leads to irreparable losses for farmers, threatening global food security, economic stability, and environmental sustainability. This research introduces the Multi-Objective Genetic Algorithm Explainer (MOGAE), a novel model-agnostic local explainer for image data ai...

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Vydané v:	Engineering applications of artificial intelligence Ročník 139; s. 109628
Hlavní autori:	Nematzadeh, Hossein, García-Nieto, José, Hurtado, Sandro, Aldana-Montes, José F., Navas-Delgado, Ismael
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.01.2025
Predmet:	Citrus diseases Local Interpretable Model-agnostic Explanations Melanoma detection Multi-objective genetic algorithm explainer Non-dominated Sorting Genetic Algorithm II Residual network 50 layers Local Interpretable Model-agnostic Explanations Melanoma detection Multi-objective genetic algorithm explainer Citrus diseases Non-dominated Sorting Genetic Algorithm II Residual network 50 layers
ISSN:	0952-1976
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