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Number of items: 25.


Herzallah, Randa (2018). Generalised Probabilistic Control Design for Uncertain Stochastic Control Systems. Asian Journal of Control, 20 (6), pp. 2065-2074.

Herzallah, Randa and Lowe, David (2018). Probabilistic Multimodality Adaptive Control. International Journal of Control ,

Kárný, Miroslav and Herzallah, Randa (2017). Scalable harmonization of complex networks with local adaptive controllers. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 47 (3), pp. 394-404.

Herzallah, Randa and Kárný, Miroslav (2017). Towards probabilistic synchronization of local controllers. International Journal of Systems Science, 48 (3), pp. 604-615.

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). Fully probabilistic control for stochastic nonlinear control systems with input dependent noise. Neural Networks, 63 , pp. 199-207.

Awad, Wa'El H. and Herzallah, Randa (2015). Driving licensing renewal policy using neural network-based probabilistic decision support system. International Journal of Computer Applications in Technology, 51 (3), pp. 155-163.

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.

Herzallah, Randa (2013). Probabilistic DHP adaptive critic for nonlinear stochastic control systems. Neural Networks, 42 , pp. 74-82.

Herzallah, Randa (2012). Probabilistic control for uncertain systems. Journal of Dynamic Systems, Measurement and Control, 134 (2),

Herzallah, Randa (2012). Probabilistic synchronisation of pinning control. International Journal of Control, 85 (11), pp. 1708-1716.

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 (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.

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.

Herzallah, Randa and Lowe, David (2003). Robust control of nonlinear stochastic systems by modelling conditional distributions of control signals. Neural Computing and Applications, 12 (2), pp. 98-108.

Book Section

Kozia, Christina, Herzallah, Randa and Lowe, David (2019). ECG-Derived Respiration Using a Real-Time QRS Detector Based on Empirical Mode Decomposition. IN: 12th International Conference on Signal Processing and Communication Systems. ICSPCS 2018. Wysocki, Tadeusz A and Wysocki, Beata J (eds) IEEE.

Cisotto, Silvia and Herzallah, Randa (2019). Performance Prediction using Neural Network and Confidence Intervals: a Gas Turbine application. IN: Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Yang; Liu, Bing; Lee, Kisung; Abe, Naoki; Pu, Calton; Qiao, Mu; Ahmed, Nesreen; Kossmann, Donald; Saltz, Jeffrey; Tang, Jiliang; He, Jingrui; Liu, Huan and Hu, Xiaohua (eds) IEEE.

Kozia, Christina, Herzallah, Randa and Lowe, David (2018). ICA-Derived Respiration Using an Adaptive R-peak Detector. IN: Contributions to Statistics. Springer. (In Press)

Kozia, Christina, Herzallah, Randa and Lowe, David (2018). Adaptive R-peak Detection Using Empirical Mode Decomposition. IN: Time Series Analysis and Forecasting. Springer. (In Press)

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). Multi-valued control problems and mixture density network. IN: Intelligent Control Systems and Signal Processing 2003. de Barros Ruano, António E. (ed.) Australian Academic Press.

Herzallah, Randa and Lowe, David (2002). Improved robust control of nonlinear stochastic systems using uncertain models. IN: Proceedings of CONTOLO 2002. UNSPECIFIED.


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.

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