Treating harmful collinearity in neural network ensembles S Hashem Combining artificial neural nets: ensemble and modular multi-net systems …, 1999 | 1254* | 1999 |
Optimal Linear Combinations of Neural Networks S Hashem Neural Networks 10 (4), 599-614, 1997 | 745 | 1997 |
Improving model accuracy using optimal linear combinations of trained neural networks S Hashem, B Schmeiser IEEE Transactions on neural networks 6 (3), 792-794, 1995 | 258 | 1995 |
Electronic noses and their applications PE Keller, LJ Kangas, LH Liden, S Hashem, RT Kouzes Northcon 95. I EEE Technical Applications Conference and Workshops …, 1995 | 184 | 1995 |
Sensitivity analysis for feedforward artificial neural networks with differentiable activation functions S Hashem International Joint Conference on Neural Networks 1 (9384871), 419-424, 1992 | 177 | 1992 |
Optimal linear combinations of neural networks: An overview S Hashem, B Schmeiser, Y Yih Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN …, 1994 | 121 | 1994 |
Approximating a function and its derivatives using MSE-optimal linear combinations of trained feedforward neural networks S Hashem, B Schmeiser Purdue University, Department of Statistics, 1993 | 86 | 1993 |
Transmission of Olfactory Information for Tele-medicine PE Keller, RT Kouzes, LJ Kangas, S Hashem Pacific Northwest Laboratory, 1995 | 80 | 1995 |
Self-generating prototypes for pattern classification HA Fayed, SR Hashem, AF Atiya Pattern Recognition 40 (5), 1498-1509, 2007 | 79 | 2007 |
Nuclear spectral analysis via artificial neural networks for waste handling PE Keller, LJ Kangas, GL Troyer, S Hashem, RT Kouzes IEEE transactions on nuclear science 42 (4), 709-715, 1995 | 66 | 1995 |
Overlapping batch statistics BW Schmeiser, TN Avramidis, S Hashem Institute of Electrical and Electronics Engineers (IEEE), 1990 | 52 | 1990 |
Effects of collinearity on combining neural networks S Hashem Connection Science 8 (3-4), 315-336, 1996 | 40 | 1996 |
Algorithms for optimal linear combinations of neural networks S Hashem Proceedings of International Conference on Neural Networks (ICNN'97) 1, 242-247, 1997 | 27 | 1997 |
Neural network vs. linear models for stock market sectors forecasting G Abdelmouez, SR Hashem, AF Atiya, MA El-Gamal 2007 International Joint Conference on Neural Networks, 1365-1369, 2007 | 21 | 2007 |
Guideline model for digital forensic investigation S Abdalla, S Hazem, S Hashem | 17 | 2007 |
Neural Network based data analysis for chemical sensor arrays S Hashem, PE Keller, RT Kouzes, LJ Kangas Applications and Science of Artificial Neural Networks 2492, 33-40, 1995 | 17 | 1995 |
Bridging the digital divide in Egypt: facing the challenges S Hashem Proceedings of the UNCTAD E-Commerce First Expert Meeting, 10-12, 2002 | 15 | 2002 |
Algorithm 727: Quantile estimation using overlapping batch statistics S Hashem, B Schmeiser ACM Transactions on Mathematical Software (TOMS) 20 (1), 100-102, 1994 | 13 | 1994 |
A novel approach to modeling and diagnosing the cardiovascular system PE Keller, LJ Kangas, S Hashem, RT Kouzes, PA Allen Pacific Northwest National Lab.(PNNL), Richland, WA (United States), 1995 | 12 | 1995 |
Technology access community centers in Egypt: A mission for community empowerment S Hashem Proceedings of the Internet Society Conference, 1999 | 10 | 1999 |