A Novel Approach to Modelling and Exploiting Uncertainty in Stochastic Control Systems. - Randa Herzallah; David Lowe 001 (ICANN, 2002)

Probability distribution modelling to improve stability in nonlinear MIMO control. - Randa Herzallah; David Lowe 001 (CCA, 2003)

Robust control of nonlinear stochastic systems by modelling conditional distributions of control signals. - Randa Herzallah; David Lowe 001 (Neural Comput. Appl., 2003)

Exploiting uncertainty in nonlinear stochastic control problem. - Randa Herzallah (2003)

A Bayesian approach to modeling the conditional density of the inverse controller. - Randa Herzallah; David Lowe 001 (CCA, 2004)

A mixture density network approach to modelling and exploiting uncertainty in nonlinear control problems. - Randa Herzallah; David Lowe 001 (Eng. Appl. Artif. Intell., 2004)

Adaptive critic methods for stochastic systems with input-dependent noise. - Randa Herzallah (Autom., 2007)

Dual Version of Neural Adaptive controller for stochastic nonlinear Systems with Functional Uncertainty. - Randa Herzallah (Control. Intell. Syst., 2007)

Distribution Modeling of Nonlinear Inverse Controllers Under a Bayesian Framework. - Randa Herzallah; David Lowe 001 (IEEE Trans. Neural Networks, 2007)

Stochastic Control Strategies and Adaptive Critic Methods. - Randa Herzallah; David Lowe 001 (ICINCO-ICSO, 2008)

A Bayesian Perspective on Stochastic Neurocontrol. - Randa Herzallah; David Lowe 001 (IEEE Trans. Neural Networks, 2008)

Riccati Solution for Discrete Stochastic Systems with State and Control Dependent Noise. - Randa Herzallah (ICINCO-ICSO, 2009)

A novel cautious controller to uncertain models arising in stochastic control. - Randa Herzallah (Int. J. Model. Identif. Control., 2009)

Estimation of Quantum Time Length for Round-robin Scheduling Algorithm using Neural Networks . - Omar AlHeyasat; Randa Herzallah (IJCCI (ICFC-ICNC), 2010)

Probabilistic dual heuristic programming-based adaptive critic. - Randa Herzallah (Int. J. Syst. Sci., 2010)

Enhancing the performance of intelligent control systems in the face of higher levels of complexity and uncertainty. - Randa Herzallah (Int. J. Model. Identif. Control., 2011)

Fully probabilistic control design in an adaptive critic framework. - Randa Herzallah; Miroslav Kárný (Neural Networks, 2011)

Fully Probabilistic Adaptive Control with Arbitrary Density Functions of Forward Models and Inverse Controllers. - Randa Herzallah (ROCOND, 2012)

Probabilistic synchronisation of pinning control. - Randa Herzallah (Int. J. Control, 2012)

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

Driving licensing renewal policy using neural network-based probabilistic decision support system. - Wa'el H. 'Awad; Randa Herzallah (Int. J. Comput. Appl. Technol., 2015)

Generalised Riccati solution and pinning control of complex stochastic networks. - Randa Herzallah (Int. J. Model. Identif. Control., 2015)

Fully probabilistic control for stochastic nonlinear control systems with input dependent noise. - Randa Herzallah (Neural Networks, 2015)

Towards probabilistic synchronisation of local controllers. - Randa Herzallah; Miroslav Kárný (Int. J. Syst. Sci., 2017)

Scalable Harmonization of Complex Networks With Local Adaptive Controllers. - Miroslav Kárný; Randa Herzallah (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Performance Prediction using Neural Network and Confidence Intervals: a Gas Turbine application. - Silvia Cisotto; Randa Herzallah (IEEE BigData, 2018)

ECG-Derived Respiration Using a Real-Time QRS Detector Based on Empirical Mode Decomposition. - Christina Kozia; Randa Herzallah; David Lowe 001 (ICSPCS, 2018)

A Fully Probabilistic Decentralised Control Design for Complex Stochastic Systems. - Randa Herzallah (ICCA, 2019)

Fully Probabilistic Design for Stochastic Discrete System with Multiplicative Noise. - Yuyang Zhou; Randa Herzallah; Ana Zafar (ICCA, 2019)

Probabilistic Message Passing for Decentralized Control of Stochastic Complex Systems. - Randa Herzallah (IEEE Access, 2019)

Optimal Electricity Trading Strategy for a Household Microgrid. - Zhaoming Qin; Haochen Hua; Hong Liang; Randa Herzallah; Yuyang Zhou; Junwei Cao (ICCA, 2020)

DOBC Based Fully Probability Design for Stochastic System With the Multiplicative Noise. - Yuyang Zhou; Randa Herzallah (IEEE Access, 2020)

PMAC: probabilistic multimodality adaptive control. - Randa Herzallah; David Lowe 001 (Int. J. Control, 2020)

Decentralised Probabilistic Consensus Control for Stochastic Complex Dynamical Networks. - Randa Herzallah (IEEE Control. Syst. Lett., 2021)

A fully probabilistic design for stochastic systems with input delay. - Randa Herzallah (Int. J. Control, 2021)

Advanced Fusion and Empirical Mode Decomposition-Based Filtering Methods for Breathing Rate Estimation from Seismocardiogram Signals. - Christina Kozia; Randa Herzallah (Inf., 2021)

Probabilistic message passing control for complex stochastic switching systems. - Yuyang Zhou; Randa Herzallah (J. Frankl. Inst., 2021)

A Fully Probabilistic Design for Tracking Control for Stochastic Systems With Input Delay. - Randa Herzallah (IEEE Trans. Autom. Control., 2021)

Estimation of the probabilistic description of quantum physical systems. - Abdessamad Belfakir; Randa Herzallah (QCE, 2022)

Probabilistic Message-Passing Control. - Randa Herzallah; David Lowe 001; Yazan K. Qarout (IEEE Trans. Syst. Man Cybern. Syst., 2022)

An efficient message passing algorithm for decentrally controlling complex systems. - Randa Herzallah; Yuyang Zhou (Int. J. Control, 2023)

Decentralised fully probabilistic design for stochastic networks with multiplicative noise. - Yuyang Zhou; Randa Herzallah; Qichun Zhang (Int. J. Syst. Sci., 2023)

Towards optimal control: the probabilistic route in quantum systems. - Randa Herzallah; Abdessamad Belfakir (Int. J. Control, 2025)