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Mohammad AlShabi

University of Sharjah

University City Road

P. O. Box 27272

Sharjah, 27272

United Arab Emirates

  • University of Sharjah

SCHOLARLY PAPERS

2

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114

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Scholarly Papers (2)

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1.

Sliding Sigmoid Filter-Driven Neural Network Training: A Comprehensive Study of Derivations and Results

Number of pages: 12 Posted: 15 Feb 2025
Naseem Alsadi, Alex McCafferty-Leroux, Stephen Andrew Gadsden, John Yawney and Mohammad AlShabi
McMaster University, McMaster University, McMaster University, McMaster University and University of Sharjah
Downloads 59 (970,490)

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Kalman Filter, Neural Networks, Gradient Descent, Optimization, Estimation Theory, Regression, Nonlinear Systems

2.

Firefedxnet: A Federated and Explainable Neural Network for Privacy-Preserving Fire Detection

Number of pages: 25 Posted: 19 Jul 2025
zaid kareem hussein, Maher Alrahhal, A’Laa Hussein Ali, Mohammad AlShabi and Abir Jaafar Hussain
University of Technology - Iraq, University of Sharjah, University of Technology - Iraq, University of Sharjah and University of Sharjah
Downloads 55 (1,063,489)

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Federated Learning, Fire Detection, data privacy, Explainable Artificial Intelligence (XAI), Grad-CAM++, Visual Interpretability