Publications

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Book Chapter
Goma, H., "http://www.intechopen.com/authorstats/index", Topics in Spinal Anaesthesia: in tech, 2015. intech-article_stats_3.pdf
and Biltagy, H. N. M., "Human Resource Competitiveness and the Digital Economy in Egypt", The Egyptian Economy in the Twenty-first Century: AUC press, 2022.
Sabry, R., "Humanisme et tourisme chez Ahmad Zaki", Le comparatisme comme approche critique V, Paris, Classiques Garnier, 2017.
Panda, M., A. E. Hassanien, and A. Abraham, "Hybrid Data Mining Approach for Image Segmentation Based Classification", Biometrics: Concepts, Methodologies, Tools, and Applications: IGI Global, pp. 1543–1561, 2017. Abstract
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Salama, M. A., H. F. Eid, R. A. Ramadan, A. Darwish, and A. E. Hassanien, "Hybrid intelligent intrusion detection scheme", Soft computing in industrial applications: Springer Berlin Heidelberg, pp. 293–303, 2011. Abstract
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Hassanien, A. E., "Hybrid Learning Enhancement of RBF Network with Particle Swarm Optimization", Foundations of Computational Intelligence, Volume 1: Learning and Approximation, Volume 201/2009, 381-397, London, Springer-Verlag , 2009. Abstract

This study proposes RBF Network hybrid learning with Particle Swarm Optimization (PSO) for better convergence, error rates and classification results. In conventional RBF Network structure, different layers perform different tasks. Hence, it is useful to split the optimization process of hidden layer and output layer of the network accordingly. RBF Network hybrid learning involves two phases. The first phase is a structure identification, in which unsupervised learning is exploited to determine the RBF centers and widths. This is done by executing different algorithms such as k-mean clustering and standard derivation respectively. The second phase is parameters estimation, in which supervised learning is implemented to establish the connections weights between the hidden layer and the output layer. This is done by performing different algorithms such as Least Mean Squares (LMS) and gradient based methods. The incorporation of PSO in RBF Network hybrid learning is accomplished by optimizing the centers, the widths and the weights of RBF Network. The results for training, testing and validation of five datasets (XOR, Balloon, Cancer, Iris and Ionosphere) illustrates the effectiveness of PSO in enhancing RBF Network learning compared to conventional Backpropogation.

Noman, S., S. M. Shamsuddin, and A. E. Hassanien, "Hybrid learning enhancement of RBF network with particle swarm optimization", Foundations of Computational, Intelligence Volume 1: Springer Berlin Heidelberg, pp. 381–397, 2009. Abstract
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Noman, S., S. M. Shamsuddin, and A. E. Hassanien, "Hybrid learning enhancement of RBF network with particle swarm optimization", Foundations of Computational, Intelligence Volume 1: Springer Berlin Heidelberg, pp. 381–397, 2009. Abstract
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Noman, S., S. M. Shamsuddin, and A. E. Hassanien, "Hybrid learning enhancement of RBF network with particle swarm optimization", Foundations of Computational, Intelligence Volume 1: Springer Berlin Heidelberg, pp. 381–397, 2009. Abstract
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Abd-Alsabour, N., "Hybrid Metaheuristics for Classification Problems", Pattern Recognition - Analysis and Applications: intechopen, 2016.
Emam, A. N., A. S. Mansour, E. Girgis, and M. B. Mohamed, "Hybrid Nanostructures: Synthesis and Physicochemical Characterizations of Plasmonic Nanocomposites", Applying Nanotechnology for Environmental Sustainability: IGI- Global, 2016.
Emam, A. N., A. S. Mansour, E. Girgis, and M. B. Mohamed, "Hybrid Plasmonic Nanostructures: Environmental Impact and Applications", Applying Nanotechnology for Environmental Sustainability, USA, IGI- Global, 2016.
abd elaziz, M., A. A. Ewees, and A. E. Hassanien, "Hybrid Swarms Optimization Based Image Segmentation", Hybrid Soft Computing for Image Segmentation: Springer International Publishing, pp. 1–21, 2016. Abstract
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Khalil, M., and S. Hanafy, "Hydro/engineering shallow geophysical investigation for sustainable development in Ras Muhammed National Park, Sinai, Egypt", SEG Technical Program Expanded Abstracts 2016: Society of Exploration Geophysicists, pp. 5083-5088, 2016. Abstract
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Tayie, M. S., "The Hydropolitics of the Nile River Basin", The Nile River: Springer - Springer International Publishing, 2017.
Abdel-salam, M., W. Khalifa, and S. El-Hadad, "Hydroxyapatite Precipitation on Ti-6Al-4V and Ti-6Al-7Nb Alloys", Ceramic Transactions: The American Ceramic Society - Wiley, pp. 153-168, 2018.
MA, F., "Hydroxycinnamic Acids: Natural Sources, Biosynthesis, Possible Biological Activities, and Roles in Islamic Medicine", studies in natural products chemistry, amsrerdam, elsevier, 2017.
Hafez, O., "Hyperbolic expressions in Egyptian Arabic and British English", Contrastive Rhetoric: Issues, Insights, and Pedagogy,, Cairo, The American University in Cairo, 2004.
Shawki, O., A. Wahba, and H. Al-Inany, "Hysteroscopic Management of endometrial bleeding and IUD ", Nezhat's Video assisted and Robotic assisted Laparoscopy and Hysteroscopy, UK, Cambridge University Press , 2013.
Case
Conference Paper
Mansour, A. M., and E. W. Huang, "H-shaped pontoon deepwater floating production semisubmersible", ASME 2007 26th International Conference on Offshore Mechanics and Arctic Engineering: American Society of Mechanical Engineers, pp. 461–469, 2007. Abstract
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Zawbaa, H. M., E. Emary, A. E. Hassanien, and M. F. Tolba, "Hajj human event classi cation system using machine learning techniques", 13th International Conference on Hybrid Intelligent Systems (HIS), Tunisia, 4-6 Dec., 2013.
Hossam Zawbaee, Eid Emary, A. E. Hassanien, and M. Tolba, "Hajj Human Event Classification System using Machine Learning Techniques", 13th IEEE International Conference on Hybrid Intelligent Systems |(HIS13) Tunisia, 4-6 Dec. pp. 192-197, 2013, Tunisia, , 4-6 Dec, 2013.
Zawbaa, H. M., Eid Emary, A. E. Hassanien, and M. F. Tolba, "Hajj human event classification system using machine learning techniques", Hybrid Intelligent Systems (HIS), 2013 13th International Conference on: IEEE, pp. 191–196, 2013. Abstract
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M.M.Hady, "Halal and Haram in animal feeds: The big picture.", The 1st Int. conference on Halal food control., Riyadh, Saudi Arabia, 12-15 February, 2012.
Tourism