Publications

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2024
Alabdulkreem, E., M. Alduhayyem, M. A. Al-Hagery, A. Motwakel, M. A. Hamza, and R. Marzouk, "Artificial Rabbit Optimizer with deep learning for fall detection of disabled people in the IoT Environment", AIMS Mathematics, vol. 9, issue 6, pp. 15486–15504 , 2024.
2023
Alotaibi, S. S., E. Alabdulkreem, S. Althahabi, M. A. Hamza, M. Rizwanullah, A. Zamani, A. Motwakel, and R. Marzouk, "Artificial Fish Swarm Optimization with Deep Learning Enabled Opinion Mining Approach", Computer Systems Science and Engineering, vol. 45, issue 1, pp. 737-751, 2023.
Aldehim, G., R. Marzouk, M. A. Al-Hagery, A. M. Hilal, and A. A. Alneil, "Automated Gesture-Recognition Solutions using Optimal Deep Belief Network for Visually Challenged People", Journal of Disability Research, vol. 2, issue 2, pp. 129–136, 2023.
Alrowais, F., S. Althahabi, S. S. Alotaibi, A. Mohamed, M. A. Hamza, and R. Marzouk, "Automated Machine Learning Enabled Cybersecurity Threat Detection in Internet of Things Environment", Computer Systems Science and Engineering, vol. 45, issue 1, pp. 687-700, 2023.
Alabdulkreem, E., R. Marzouk, M. Alduhayyem, M. A. Al-Hagery, A. Motwakel, and M. A. Hamza, "Chameleon Swarm Algorithm with Improved Fuzzy Deep Learning for Fall Detection Approach to Aid Elderly People", Journal of Disability Research, vol. 2, issue 2, pp. 62–70, 2023.
Alabdulkreem, E., R. Marzouk, M. Alduhayyem, M. A. Al-Hagery, A. Motwakel, and M. A. Hamza, "Computer Vision with Optimal Deep Stacked Autoencoder-based Fall Activity Recognition for Disabled Persons in the IoT Environment", Journal of Disability Research, vol. 2, issue 3, pp. 120–128, 2023.
Aldehim, G., R. Marzouk, M. A. Al-Hagery, A. M. Hilal, and A. A. Alneil, "Design of Information Feedback Firefly Algorithm with a Nested Deep Learning Model for Intelligent Gesture Recognition of Visually Disabled People", Journal of Disability Research, vol. 2, issue 2, pp. 120–128, 2023.
Marzouk, R., F. Alrowais, F. N. Al-Wesabi, and A. M. Hilal, "Exploiting Deep Learning Based Automated Fire-detection Model for Blind and Visually Challenged People", Journal of Disability Research, vol. 2, issue 4, pp. 50–57, 2023.
Alrowais, F., R. Marzouk, F. N. Al-Wesabi, and A. M. Hilal, "Hand Gesture Recognition for Disabled People Using Bayesian Optimization with Transfer Learning", Intelligent Automation & Soft Computing, vol. 36, issue 3, pp. 3325-3342, 2023.
Hilal, A. M., E. Alabdulkreem, J. S. Alzahrani, M. M. Eltahir, M. I. Eldesouki, I. Yaseen, A. Motwakel, and R. Marzouk, "Political Optimizer with Deep Learning-Enabled Tongue Color Image Analysis Model", Computer Systems Science and Engineering, vol. 45, issue 2, pp. 1129-1143, 2023.
Hilal, A. M., F. Alrowais, F. N. Al-Wesabi, and R. Marzouk, "Red Deer Optimization with Artificial Intelligence Enabled Image Captioning System for Visually Impaired People", Computer Systems Science and Engineering, vol. 46, issue 2, pp. 1929-1945, 2023.
Mengash, H. A., J. S. Alzahrani, M. M. Eltahir, F. N. Al-Wesabi, A. Mohamed, M. A. Hamza, and R. Marzouk, "Search and Rescue Optimization with Machine Learning Enabled Cybersecurity Model", Computer Systems Science and Engineering, vol. 45, issue 2, pp. 1393-1407 , 2023.
Marzouk, R., F. Alrowais, F. N. Al-Wesabi, and A. M. Hilal, "Sign Language Recognition Using Artificial Rabbits Optimizer with Siamese Neural Network for Persons with Disabilities", Journal of Disability Research, vol. 2, issue 4, pp. 31–39, 2023.
2022
Marzouk, R., A. S. Alluhaidan, and S. A. El_Rahman, "An Analytical Predictive Models and Secure Web-Based Personalized Diabetes Monitoring System", IEEE Access, vol. 10, pp. 105657 - 105673, 2022.
Marzouk, R., F. Alrowais, F. N. Al-Wesabi, and A. M. Hilal, "Atom Search Optimization with Deep Learning Enabled Arabic Sign Language Recognition for Speaking and Hearing Disability Persons", Healthcare, vol. 10, issue 9, pp. 1-15, 2022.
Prabu, P., K. Venkatachalam, A. S. Alluhaidan, R. Marzouk, M. Hadjouni, and S. A. El_Rahman, "Covid-19 CT Lung Image Segmentation Using Adaptive Donkey and Smuggler Optimization Algorithm", Computers, Materials & Continua, vol. 71, issue 1, pp. 1133-1152, 2022.
Duhayyim, M. A., T. A. E. Eisa, F. N. Al-Wesabi, A. Abdelmaboud, M. A. Hamza, A. S. Zamani, M. Rizwanullah, and R. Marzouk, "Deep Reinforcement Learning Enabled Smart City Recycling Waste Object Classification", Computers, Materials & Continua, vol. 71, issue 3, pp. 5699-5715, 2022.
Duhayyim, M. A., R. Marzouk, F. N. Al-Wesabi, M. Alrajhi, M. A. Hamza, and A. S. Zamani, "An Improved Evolutionary Algorithm for Data Mining and Knowledge Discovery", Computers, Materials & Continua, vol. 71, issue 1, pp. 1233–1247, 2022.
Duhayyim, M. A. I., F. N. Al-Wesabi, R. Marzouk, A. I. A. Musa, N. Negm, A. M. Hilal, M. A. Hamza, and M. Rizwanullah, "Integration of Fog Computing for Health Record Management Using Blockchain Technology", Computers, Materials & Continua, vol. 71, issue 2, pp. 4135-4149, 2022.
Abdelmaboud, A., F. N. Al-Wesabi, M. A. Duhayyim, T. A. E. Eisa, M. A. Hamza, M. Rizwanullah, A. S. Zaman, and R. Marzouk, "Machine Learning Enabled e-Learner Non-Verbal Behavior Detection in IoT Environment", Multimedia Tools and Applications, vol. 72, issue 1, pp. 679-693, 2022.
2021
Soliman, N. F., M. I. Khalil, A. D. Algarni, S. Ismail, R. Marzouk, and W. El-Shafai, "Efficient HEVC steganography approach based on audio compression and encryption in QFFT domain for secure multimedia communication", Multimedia Tools and Applications, vol. 80, pp. 4789–4823, 2021.
application/pdf iconefficient_hevc_steganography_approach.pdf
2015
Chen, Z., X. Du, and R. Marzouk, "Trace representation of pseudorandom binary sequences derived from Euler quotients", Applicable Algebra in Engineering, Communication and Computing, vol. 26, pp. 555– 570, 2015.
2010
Marzouk, R., and A. Winterhof, "On the Pseudorandomness of Binary and Quaternary Sequences Linked by The Gray Mapping", Periodica Mathematica Hungarica, vol. 60, pp. 13–23, 2010.
Aly, H., R. Marzouk, and W. Meidl, "On the Calculation of the Linear Complexity of Periodic Sequences", Finite Fields: Theory and Applications, Pennsylvania, American Mathematical Society, 2010.
2009
Aly, H., R. Marzouk, and W. Meidl, "On The Calculation of The Linear Complexity of Periodic Sequences", The 9th International Conference on Finite Fields and their Applications, University College Dublin, Dublin, Ireland,, 13-17 July, 2009.
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