An Ensemble Learning Framework with Explainable AI for interpretable leaf disease detection

An Ensemble Learning Framework with Explainable AI for interpretable leaf disease detection

The early and accurate detection of plant diseases is critical for sustainable agriculture, ensuring crop health, reducing losses, and supporting food security. To address this challenge, we present an Ensemble Learning Framework with Explainable AI (XAI) tailored to disease detection, using cucumbe...

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Bibliographic Details
Main Authors: Mohammad Rifat Ahmmad Rashid, Md. AL Ehtesum Korim, Mahamudul Hasan, Md Sawkat Ali, Mohammad Manzurul Islam, Taskeed Jabid, Raihan Ul Islam, Maheen Islam
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Array
Subjects:
Leaf diseases
Deep learning
Transfer learning
Convolutional neural networks (CNNs)
Cucumber disease detection
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S259000562500013X
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