Efficient deep learning framework for arecanut disease detection using graph neural network and Bat algorithm

Journal article

Peer reviewed

Finney Daniel Shadrach, Deepa Devasenapathy, R Anitha, M Lekshmana Kumar and Kiran Siripuri

Scientific reports

04-02-2026

PMID: 41927805

Abstract

Deep learning

Precision agriculture

Bat algorithm (BA)

Plant pathology

Graph neural networks (GNNs)

Arecanut disease detection

Hyperparameter optimization

url

https://doi.org/10.1038/s41598-026-46535-5View

Published (Version of record) Open

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Title: Efficient deep learning framework for arecanut disease detection using graph neural network and Bat algorithm
Creators: Finney Daniel Shadrach - KPR Institute of Engineering and Technology
Deepa Devasenapathy - Florida Gulf Coast University
R Anitha - Government of Kerala
M Lekshmana Kumar - KPR Institute of Engineering and Technology
Kiran Siripuri - Symbiosis International University
Publication Details: Scientific reports
Identifiers: 99385932895706570
Academic Unit: Department of Computing and Software Engineering
Language: English
Resource Type: Journal article