حاصل علي درجة البكالريوس والماجستير من قسم الرياضيات بكلية العلوم حامعة أسيوط مصر في 2007 و 2014 بالتتابع ودكتوراه علوم الحاسب من معهد بكين للتكنولوجيا الصين في 2021 والمجال العام للبحث العلمي هو التعلم بالالة والمجال الدقيق الرؤية بالحاسب
TM351, TM111, TM112, T284, TM352
أكثر من عشر سنوات خبرة قي تدريس بعض مواد تخصص علوم الحاسب في الجامعات والمعاهد الخاصة بمصر لتفاصيل اكثر يرجي زيارة
https://www.linkedin.com/in/mohammed-mahmoud-2a11a33b/
- Mostafa, K., Hany, M., Ashraf, A., &
Mahmoud, M. A. (2023, July). Deep Learning-Based Classification of
Ocular Diseases Using Convolutional Neural Networks. In 2023 Intelligent Methods, Systems, and Applications (IMSA) (pp. 446-451). IEEE.
- M.
A. B. Mahmoud, Arabic handwritten digit classification without
gradients: Pseudoinverse Learners, In 2022 10th International
Japan-Africa Conference on Electronics, Communications, and Computations
(JAC-ECC) (pp. 144-147). IEEE.
- M.
A. B. Mahmoud, P. Guo, A novel method for traffic sign recognition
based on dcgan and mlp with pilae algorithm, IEEE Access 7 (2019)
74602-74611.
- M. A. B. Mahmoud,
P. Guo, W. Ke, Pseudoinverse Learning Autoencoder with DCGAN for Plant
Diseases Classification, Multimedia Tool and Application 79 (2020):
26245–26263.
- M. A. B. Mahmoud, P. Guo, DNA Sequence Classification based on MLP with PILAE algorithm, Soft Computing 25(2020), 4003-4014.
- M. A. B. Mahmoud, P. Guo, Learning from imbalanced pulsar data by combine DCGAN and PILAE algorithm, New Astronomy 85 (2020).
- D.
Xiaodan, M. A. B. Mahmoud, Y. Qian, P. Guo, An efficient and effective
deep convolutional kernel-pseudoinverse learner with multi-filters,
Neurocomputing, 457 (2021) 74–83.
- M.
A. B. Mahmoud, P. Guo, A. Fathy, K. Li. SRCNN-PIL: Side Road
Convolution Neural Network Based on Pseudoinverse Learning Algorithm,
Neural Processing Letters, Accepted (2021).
- H.
Abdel- Rahman, B. Mohammed. Three Strategies Tabu Search for Vehicle
Routing Problem With Time Windows. Computer Science and Information
Technology 2(2): 108-119, 2014.
- H.
Abdel- Rahman, B. Mohammed. Applying Tabu Search in Finding an
Efficient Solution for the OVRP. International Journal of Open Problems
in Computer Science and Mathematics 7(4): 36-51, 2014.
Wang K, Liu P, Mahmoud MA, Guo P, Li
Y. Compute-efficient and backpropagation-free pseudoinverse learning for
neural networks: A comprehensive survey. Applied Soft Computing. 2025
Aug 29:113789.
