Publications

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2001
Atiya, A. F., "Bankruptcy prediction for credit risk using neural networks: A survey and new results", IEEE Transactions on Neural Networks, vol. 12, pp. 929–935, 2001. Abstract
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Abu-mostafa, Y. S., A. F. Atiya, M. Magdon-ismail, and H. White, "Introduction to the special issue on neural networks in financial engineering", IEEE Transactions on Neural Networks, vol. 12, pp. 653–656, 2001. Abstract
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Parlos, A. G., S. Parthasarathy, and A. F. Atiya, "Neuro-predictive process control using online controller adaptation", IEEE Transactions on Control Systems Technology, vol. 9, pp. 741–755, 2001. Abstract
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Parlos, A. G., S. K. Menon, and A. F. Atiya, "State filtering with identified error dynamics and dynamic networks", International Symposium on Neural Networks, vol. 3, 2001. Abstract
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2000
Magdon-Ismail, M., and A. F. Atiya, "The Early Restart Algorithm", Neural Computation, vol. 12, pp. 1303–1312, 2000. Abstract
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Atiya, A. F., "Fast Algorithms for Computing Corporate Default Probabilities", Intelligent Data Engineering and Automated Learning, pp. 239–243, 2000. Abstract
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Parlos, A. G., O. T. Rais, and A. F. Atiya, "Multi-step-ahead prediction using dynamic recurrent neural networks", Neural Networks, vol. 13, pp. 765–786, 2000. Abstract
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Parlos, A. G., S. Parthasarathy, and A. F. Atiya, "Neuro-predictive process control using online controller adaptation", American Control Conference, vol. 3, 2000. Abstract
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Gad, E., A. F. Atiya, S. I. Shaheen, and A. El-Dessouki, "A new algorithm for learning in piecewise-linear neural networks", Neural Networks, vol. 13, pp. 485–505, 2000. Abstract
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Atiya, A. F., and A. G. Parlos, "New Results on Recurrent Network Training: unifying the Algorithms and Accelerating Convergence", IEEE Transactions on Neural Networks, vol. 11, pp. 697–709, 2000. Abstract
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1999
Parlos, A. G., S. K. Menon, and A. F. Atiya, "Adaptive state estimation using dynamic recurrent neural networks", International Symposium on Neural Networks, vol. 5, 1999. Abstract
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Atiya, A. F., S. M. El-Shoura, S. I. Shaheen, and M. S. El-Sherif, "A comparison between neural-network forecasting techniques-case study: river flow forecasting", IEEE Transactions on Neural Networks, vol. 10, pp. 402–409, 1999. Abstract
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Magdon-Ismail, M., and A. F. Atiya, "A control theory formulation for random variate generation", IEEE XIII Workshop on Neural Networks for Signal Processing, 1999. Abstract
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Khalil, H., A. F. Atiya, and S. I. Shaheen, "Lowering Frame-Buffering Requirements of 3-D Wavelet Transform Coding of Interactive Video", International Conference on Image Processing, pp. 852–856, 1999. Abstract
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Parlos, A. G., O. T. Rais, and A. F. Atiya, "Multi-step-ahead prediction using dynamic recurrent neural networks", International Symposium on Neural Networks, vol. 1, 1999. Abstract
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Atiya, A., E. Gad, S. Shaheen, and A. El-Dessouky, "On training piecewise linear networks", IEEE XIII Workshop on Neural Networks for Signal Processing, 1999. Abstract
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Khalil, H., A. F. Atiya, and S. I. Shaheen, "Three-dimensional video compression using subband/wavelet transform with lower buffering requirements", IEEE Transactions on Image Processing, vol. 8, pp. 762–773, 1999. Abstract
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1998
Atiya, A., and A. Parlos, "An accelerated recurrent network training algorithm", International Symposium on Neural Networks, vol. 2, 1998. Abstract
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Sayed, A., H. Baraka, and A. Atiya, "Genetic application in the design of dynamic interconnection networks", International Symposium on Computers and Communications, 1998. Abstract
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Magdon-Ismail, M., and A. F. Atiya, "Neural Networks for Density Estimation", Neural Information Processing Systems, pp. 522–528, 1998. Abstract
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Shoura, E. S., E. M. Sherif, A. Atiya, and S. Shaheen, "Neural networks in forecasting models: Nile River application", Midwest Symposium on Circuits and Systems, 1998. Abstract
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Atiya, A., R. Aiyad, and S. Shaheen, "A practical gated expert network", International Symposium on Neural Networks, vol. 1, 1998. Abstract
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1997
Atiya, A., S. El-Shoura, S. Shaheen, and M. El-Sherif, "Application of neural networks to the problem of forecasting the flow of the River Nile", IEEE XIII Workshop on Neural Networks for Signal Processing, pp. 598–606, 1997. Abstract
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Atiya, A., N. Talaat, and S. Shaheen, "An efficient stock market forecasting model using neural networks", International Symposium on Neural Networks, 1997. Abstract
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Atiya, A., and C. Ji, "How initial conditions affect generalization performance in large networks", IEEE Transactions on Neural Networks, vol. 8, pp. 448–451, 1997. Abstract
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Tourism