Enhancing Remote Sensing Image Classification through Modified VGG 16: Augmentation and Missing Pixel Imputation Approaches. - Mohammed Attya; O. M. Abo-Seida; H. M. Abdulkader; Amgad M. Mohammed (ICCTA, 2023)

A hybrid deep learning approach for accurate water body segmentation in satellite imagery. - Mohammed Attya; O. M. Abo-Seida; H. M. Abdulkader; Amgad M. Mohammed (Earth Sci. Informatics, 2025)

A hybrid deep learning framework for solar irradiation prediction based on regional satellite images and data. - Mohammed Attya; Osama Abo-Seida; Hatem Mohamed; Amgad M. Mohammed (Neural Comput. Appl., 2025)