Publications

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2024
Dahy, G., E. Ahmed, A. Darwish, and A. E. Hassanien, Enhancing Avatar Emotion Detection Using Deep Learning with Modified VGG16 Architecture, , 2024.
Torky, M., G. Dahy, A. Darwish, and A. E. Hassanein, Drones and Birds Detection Based on InceptionV3-CNN Model: Deep Learning Methodology, , 2024.
El-Magd, L. A., G. Dahy, T. A. Farrag, and A. E. Hassanien, An interpretable deep learning based approach for chronic obstructive pulmonary disease using explainable artifcial intelligence, , 2024.
Torky, M., G. Dahy, A. Darwish, and A. E. Hassanein, Recognizing Aluminum Beverage Cans from Waste Mixtures Based on Densenet121-CNN Model: Deep Learning Methodology, , 2024.
2023
Torky, M., G. Dahy, and A. E. Hassanien, GH2_MobileNet: Deep learning approach for predicting green hydrogen production from organic waste mixtures, , 2023.
Dahy, G., M. Soliman, A. Heba, A. Slowik, and A. E. Hassanien, Optimized deep networks for the classification of nanoparticles in scanning electron microscopy imaging, , 2023.
Torky, M., G. Dahy, and A. E. Hassanien, Recognizing sounds of Red Palm Weevils (RPW) based on the VGGish model: Transfer learning methodology, , 2023.
2022
Dahy, G., M. A.A.Refaey, R. Alkhoribi, and M.Shoman4, "Dilated Multi-Activation Autoencoder to Improve the Performance of Sound Separation Mechanisms", (IJACSA) International Journal of Advanced Computer Science and Applications, vol. 13, issue 12, pp. 250-257, 2022.
Dahy, G., M. A.A.Refaey, R. Alkhoribi, and M.Shoman4, "A speech separation system in video sequence using dilated inception network and U-Net", Egyptian Informatics Journal, vol. 23, issue 4, pp. 121-131, 2022.
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2015
Dahy, G., Eid Emary, and H. N. E. mahdy, "Supporting Arabic Sign Language Recognition with Facial Expressions ", ICIT 2015 The 7th International Conference on Information Technology, Amman, Jordon, 2015.
Dahy, G., H. E. N. mahdy, and Eid Emary, "Supporting Arabic Sign Language Recognition with Facial Expressions ", CMIS 2015 the 4th. International Conference on Mathematics and Information Science, , Cairo, Egypt, Zewail City of Science and Technology, 2015.
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