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2015
Burhan Abdulla, Mohammad and Herzallah, Randa (2015). Probabilistic multiple model neural network based leak detection system:experimental study. Journal of Loss Prevention in the Process Industries, 36 , pp. 30-38.
Herzallah, Randa (2015). Generalised Riccati solution and pinning control of complex stochastic networks. International Journal of Modelling, Identification and Control, 23 (4), pp. 346-354.
2013
Herzallah, Randa (2013). Probabilistic DHP adaptive critic for nonlinear stochastic control systems. Neural Networks, 42 , pp. 74-82.
2011
Herzallah, Randa and Kárný, Miroslav (2011). Fully probabilistic control design in an adaptive critic framework. Neural Networks, 24 (10), pp. 1128-1135.
Herzallah, Randa (2011). A probabilistic indirect adaptive control for systems with input-dependent noise. International Journal of Adaptive Control and Signal Processing, 25 (1), 48–67.
Herzallah, Randa and Lowe, David (2011). Comparison between conventional and stochastic pinning control. IN: 2011 19 th Mediterranean Conference on Control and Automation (MED). IEEE.
Herzallah, Randa (2011). Enhancing the performance of intelligent control systems in the face of higher levels of complexity and uncertainty. International Journal of Modelling, Identification and Control, 12 (4), pp. 311-327.
2008
Herzallah, Randa and Lowe, David (2008). A Bayesian perspective on stochastic neurocontrol. IEEE Transactions on Neural Networks and Learning Systems, 19 (5), pp. 914-924.
2007
Herzallah, Randa and Lowe, David (2007). Distribution modeling of nonlinear inverse controllers under a Bayesian framework. IEEE Transactions on Neural Networks and Learning Systems, 18 (1), pp. 107-114.
2004
Herzallah, Randa and Lowe, David (2004). A Bayesian approach to modeling the conditional density of the inverse controller. IN: Proceedings of the IEEE International Conference on Control Applications, 2004. IEEE.
2003
Herzallah, Randa and Lowe, David (2003). Probability distribution modelling to improve stability in nonlinear MIMO control. IN: Proceedings of 2003 IEEE Conference on Control Applications (CCA). IEEE.
Herzallah, Randa and Lowe, David (2003). Conditional distribution modeling for estimating and exploiting uncertainty in control systems. Technical Report. Aston University, Birmingham. (Unpublished)
Herzallah, Randa (2003). Exploiting uncertainty in nonlinear stochastic control problem. PHD thesis, Aston University.
2002
Herzallah, Randa and Lowe, David (2002). Improved robust control of nonlinear stochastic systems using uncertain models. IN: Proceedings of CONTOLO 2002. UNSPECIFIED.