Remote Sensing Satellite Images Classification Using Support Vector Machine and Particle Swarm Optimization. - Omar S. Soliman; Amira S. Mahmoud; Safaa M. Hassan (IBICA, 2012)

Training Compact Change Detection Network for Remote Sensing Imagery. - Amira S. Mahmoud; Sayed A. Mohamed; Marwa Moustafa; Reda A. El-Khoribi; Hisham M. Abdelsalam; Ihab A. El-Khodary (IEEE Access, 2021)

An optimized backpropagation neural network models for the prediction of nanomaterials concentration for purification industrial wastewater. - Aboul Ella Hassanien; Lobna M. Abouelmagd; Amira S. Mahmoud; Ashraf Darwish (Eng. Appl. Artif. Intell., 2023)

BDCN_UNet: Advanced shoreline extraction techniques integrating deep learning. - Amira S. Mahmoud; Sayed A. Mohamed; Ashraf K. Helmy; Ayman H. Nasr (Earth Sci. Informatics, 2025)