A novel LightGBM model for Arabic spam detection integrated with XAI for enhanced explainability

Arabic spam detection presents technical challenges due to linguistic variability, feature sparsity, and the limited availability of interpretable classification systems. Several machine learning models lack intrinsic interpretability, which reduces transparency in decision-making. This study propos...

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Bibliographic Details

Main Authors:	Bouke, Mohamed Aly, Alramli, Omar Imhemed, Abdalhafid, Alsadg Ahmed Albadwi, Abdullah, Azizol
Format:	Article
Language:	en
Published:	Elsevier 2026
Subjects:	Control and Systems Engineering Computer Science (all)
Online Access:	http://psasir.upm.edu.my/id/eprint/123346/1/123346.pdf http://psasir.upm.edu.my/id/eprint/123346/ https://www.sciencedirect.com/science/article/pii/S0045790626001047
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