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Associate Professor:Hatem Adel Fayed
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Engineering Mathematics and Physics
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| Email : | hfayed***hotmail.com |
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| Home Page : | http://www.eng.cu.edu.eg/staffweb/ShowInstructorData.aspx?iid=1424 |
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| Qualifications |
|  B.Sc. (1993) "Communication Engineering" Cairo university (Egypt) |
| M.Sc. (2000) "A Novel Approach for Combining Neural Networks for Time Series Forecasting" Cairo University (Egypt) |
| Ph.D. (2005) "Novel Prototype Methods for Pattern Classification" Cairo University (Egypt) |
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| Fields of Interest : |
| Pattern Recognition |
| Time Series Forecasting |
| Neural Networks |
| Optimization Techniques |
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| Recent Publications : |
| -2009-H.A. Fayed, A.F. Atiya and S.R. Hashem, "Hyperspherical Prototypes for Pattern Classification", International Journal of Pattern Recognition and Artificial Intelligence, 23 (8), pp. 1549-1575. |
| -2009-Z.H. Ashour and H.A. Fayed, "Inputs selection for artificial neural networks for multivariate time series", Material Science Research India, 6 (1), pp. 11-18. |
| -2009-H.A. Fayed and A.F. Atiya, "A novel template reduction approach for the K-nearest neighbor method", IEEE Transactions on Neural Networks, 20 (5), pp. 890-896. |
| -2007-Z.H. Ashour, S.R. Hashem, H.A. Fayed, "A New Approach for Combining Neural Networks During Training for Time Series Modeling", International Review of Electrical Engineering, 745-750. |
| -2007-H.A. Fayed, S.R. Hashem and A.F. Atiya, "Self-generating Prototypes for Pattern Classification", Pattern Recognition, 40, 1498-1509. |
| -2006-A.F. Atiya, S.R. Hashem and H.A. Fayed, "Pattern Classification using a Set of Compact Hyperspheres", Proceedings of International Conference on Neural Information Processing, ICONIP'06, Hong Kong, Springer Verlag Berlin, Heidelberg, Lecture Notes in Computer Science, 4223, pp. 116-123. |
| -2006-A.F. Atiya, S.R. Hashem and H.A. Fayed, "Novel Hyperspherical Classifiers", Journal of Engineering and Applied Science, Faculty of Engineering, Cairo University, Accepted. |
| -2004-A.F. Atiya, S.R. Hashem and H.A. Fayed, "New Hyperspheres for Pattern Classification", Proceedings of the 1st International Computer Engineering Conference (ICENCO-2004), Cairo, Egypt,pp. 258–263. |
| -2004-S.R. Hashem, Z.H. Ashour and H.A. Fayed. "A Novel Approach for Combining Neural Networks during Training for Time Series Modeling", Proceedings of the 1st International Computer Engineering Conference (ICENCO-2004), Cairo, Egypt, pp. 264–269. |
| -2000-Z.H. Ashour, S.R. Hashem, H.A. Fayed & M.A. Abulmagd, "Neural Network Modeling and Forecasting of Electrical Load Demand: A New Approach", Proceedings of LESCOPE-00, Large Engineering Systems Conference On Power Engineering, Halifax, Nova Scotia, Canada, July 23-26, pp. 203-207. |
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