Publications

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2009
Shaheen, H., and A. Atiya, "DS: A Disperse Swarm Algorithm", International Conference on Research Challenges in Computer Science, 2009. Abstract
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Ahmed, E., N. El Gayar, A. F. Atiya, and I. E. A. Azab, "Fuzzy Gaussian Process Classification Model", International Conference on Image Analysis and Recognition, pp. 369–376, 2009. Abstract
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Refaat, K. S., and A. F. Atiya, "Hand-Drawn Shape Recognition Using the SVM'ed Kernel", Int. Conference on Artificial Neural Networks, pp. 275–284, 2009. Abstract
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Fayed, H. A., A. F. Atiya, and S. H. E. R. I. F. M. R. HASHEM, "Hyperspherical Prototypes for Pattern Classification", International Journal of Pattern Recognition and Artificial Intelligence, vol. 23, pp. 1549–1575, 2009. Abstract
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Azmy, W. M., N. El Gayar, A. F. Atiya, and H. El-Shishiny, "MLP, Gaussian Processes and Negative Correlation Learning for Time Series Prediction", Multiple Classifier Systems, pp. 428–437, 2009. Abstract
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AlSukker, A., A. Al-Ani, and A. F. Atiya, A Modified K-Nearest Neighbor Classifier to Deal with Unbalanced Classes, , pp. 408–413, 2009. Abstract
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Andrawis, R. R., and A. F. Atiya, "A new Bayesian formulation for Holt's exponential smoothing", Journal of Forecasting, vol. 28, pp. 218–234, 2009. Abstract
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HASSAN, M. O. S. T. A. F. A. M., A. F. Atiya, N. El Gayar, and R. A. A. F. A. T. EL-FOULY, "NOVEL ENSEMBLE TECHNIQUES FOR REGRESSION WITH MISSING DATA", New Mathematics and Natural Computation, vol. 05, 2009. Abstract
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Fayed, H. A., and A. F. Atiya, "A Novel Template Reduction Approach for the K -Nearest Neighbor Method", IEEE Transactions on Neural Networks, vol. 20, pp. 890–896, 2009. Abstract
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Atiya, A. F., and A. Al-Ani, "A penalized likelihood based pattern classification algorithm", Pattern Recognition, vol. 42, pp. 2684–2694, 2009. Abstract
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Eskander, G. S., and A. F. Atiya, "Symbolic function network", Neural Networks, vol. 22, pp. 395–404, 2009. Abstract
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2008
Hefny, A. S., A. A. Hatem, M. M. Shalaby, and A. F. Atiya, "Cerberus: Applying Supervised and Reinforcement Learning Techniques to Capture the Flag Games", Artificial Intelligence and Interactive Digital Entertainment Conference, 2008. Abstract
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Abdel-gawad, A. H., and A. F. Atiya, "A new accurate approximation for the Gaussian process classification problem", International Symposium on Neural Networks, pp. 912–916, 2008. Abstract
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Refaat, K. S., W. N. Helmy, A. H. Ali, M. S. Abdelghany, and A. F. Atiya, "A new approach for context-independent handwritten offline diagram recognition using support vector machines", International Symposium on Neural Networks, pp. 177–182, 2008. Abstract
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HASSAN, M. O. S. T. A. F. A. M., A. F. Atiya, and R. A. A. F. A. T. EL-FOULY, "A new multidimensional penalized likelihood regression method", International Symposium on Neural Networks, pp. 933–938, 2008. Abstract
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Eskander, G. S., and A. F. Atiya, "A Novel Symbolic Type Neural Network Model Application to River Flow Forecasting", Computing Research Repository, vol. abs/0808.1, 2008. Abstract
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Eskander, G. S., A. F. Atiya, K. T. Chong, H. Kim, and S. G. Yoo, "Round Trip Time Prediction Using the Symbolic Function Network Approach", Computing Research Repository, vol. abs/0806.3, 2008. Abstract
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Eskander, G. S., A. Atiya, K. T. Chong, H. Kim, and S. G. Yoo, Round Trip Time Prediction Using the Symbolic Function Network Approach, , 2008. Abstract
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2007
MOHAMED, T. A. W. F. I. K. A., N. El Gayar, and A. F. Atiya, "A Co-training Approach for Time Series Prediction with Missing Data", Multiple Classifier Systems, pp. 93–102, 2007. Abstract
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Abdelmouez, G., S. R. Hashem, A. F. Atiya, and M. A. El-Gamal, "Neural Network vs. Linear Models for Stock Market Sectors Forecasting", International Symposium on Neural Networks, pp. 1365–1369, 2007. Abstract
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Amin, A. M., S. Shaheen, and A. Atiya, "A Novel Approach for Image Compression using Matching Pursuit Signal Approximation and Simulated Annealing", IEEE International Symposium on Signal Processing and Information Technology, 2007. Abstract
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Atiya, A. F., S. G. Yoo, K. T. Chong, and H. Kim, "Packet Loss Rate Prediction Using the Sparse Basis Prediction Model", IEEE Transactions on Neural Networks, vol. 18, pp. 950–954, 2007. Abstract
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HASSAN, M. O. S. T. A. F. A. M., A. F. Atiya, N. El-Gayar, and R. A. A. F. A. T. EL-FOULY, "Regression in the Presence Missing Data Using Ensemble Methods", International Symposium on Neural Networks, pp. 1261–1265, 2007. Abstract
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Eskander, G. S., A. Atiya, K. T. Chong, H. Kim, and S. G. Yoo, "Round Trip Time Prediction Using the Symbolic Function Network Approach", International Symposium on Information Technology Convergence, 2007. Abstract
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