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...

Full description

Bibliographic Details

Published in:	Engineering applications of artificial intelligence Vol. 139; p. 109628
Main Authors:	Nematzadeh, Hossein, García-Nieto, José, Hurtado, Sandro, Aldana-Montes, José F., Navas-Delgado, Ismael
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2025
Subjects:	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
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!