Improving Neural Network Model Robustness in Nonlinear Process Modelling and Control (2001 - 2004)

Student name: Zainal Ahmad

1. Z. Ahmad and J. Zhang, "A Comparison of Different Methods for Combining Multiple Neural Networks Models", Proceedings of The 2002 International Joint Conference on Neural Networks, Honolulu, Hawaii, U.S.A., 12 - 17 May, 2002, Vol.1, PP828-833.

2. Z. Ahmad and J. Zhang, "Improving Long Range Prediction for Nonlinear Process Modelling through Combining Multiple Neural Networks", Proceedings of IEEE Conference on Control Applications, Glasgow, Scotland, 18 - 20 September, 2002, Vol.2, PP966-971.

3. Z. Ahmad and J. Zhang, "Selective Combination of Multiple Neural Networks for Improving Long Range Prediction in Nonlinear Process Modelling through Correlation Coefficient Analysis", Proceedings of International Conference on Robotics, Vision, Information and Signal Processing (ROVISP) 2003, Penang Malaysia, 22-24 January 2003.

4. Z. Ahmad and J. Zhang, "Improving Data based Nonlinear Process Modelling through Bayesian Combination of Multiple Neural Networks", Proceedings of The 2003 International Joint Conference on Neural Networks, Portland, Oregon, U.S.A., 20 - 24 July, 2003.