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...

Celý popis

Podrobná bibliografie

Vydáno v:	Engineering applications of artificial intelligence Ročník 139; s. 109628
Hlavní autoři:	Nematzadeh, Hossein, García-Nieto, José, Hurtado, Sandro, Aldana-Montes, José F., Navas-Delgado, Ismael
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.01.2025
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!