Author

Asma A. Alhashmi

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Open access 2026

Explainable Neuro-Symbolic Learning for Mohs Hardness Prediction in Mining and Mineral Processing

Predicting Mohs hardness from mineralogical information is still a challenging task because of the complex and nonlinear relationship between mineral composition and hardness properties. Traditional machine learning (ML) and deep learning (DL) strategies have been used to address this study, exploiting mineralogical at...

Mohammed I. Thanoon, Sami F. Karali, Mohamed H. Helal et al. · International Journal of Adv... · 0 citations

Open access Aug 2026

Graph‐Based Generative Adversarial Network for Adaptive IoT Intrusion Detection

A hybrid intrusion detection framework that combines generative adversarial learning with graph attention‐based modeling that leverages adversarial data generation to improve the representation of minority attack classes and employs graph attention mechanisms to capture structural dependencies among communicating entit...

M. H. Alanazi, A. Mir, Asma A. Alhashmi et al. · Engineering Reports · 0 citations