Randa Herzallah

44 papers C 3Misc 1Journal 30Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Probabilistic Control Framework and Convergence Analysis for Multiagent Systems.
IEEE Syst. J.
Ana Zafar, Randa Herzallah
2025 J jnl
Towards optimal control: the probabilistic route in quantum systems.
Int. J. Control
Randa Herzallah, Abdessamad Belfakir
2023 J jnl
An efficient message passing algorithm for decentrally controlling complex systems.
Int. J. Control
Randa Herzallah, Yuyang Zhou
2023 J jnl
Decentralised fully probabilistic design for stochastic networks with multiplicative noise.
Int. J. Syst. Sci.
Yuyang Zhou, Randa Herzallah, Qichun Zhang
2022 Misc conf
Estimation of the probabilistic description of quantum physical systems.
QCE
Abdessamad Belfakir, Randa Herzallah
2022 J jnl
Probabilistic Message-Passing Control.
IEEE Trans. Syst. Man Cybern. Syst.
Randa Herzallah, David Lowe, Yazan K. Qarout
2021 J jnl
A Fully Probabilistic Design for Tracking Control for Stochastic Systems With Input Delay.
IEEE Trans. Autom. Control.
Randa Herzallah
2021 J jnl
A fully probabilistic design for stochastic systems with input delay.
Int. J. Control
Randa Herzallah
2021 J jnl
Advanced Fusion and Empirical Mode Decomposition-Based Filtering Methods for Breathing Rate Estimation from Seismocardiogram Signals.
Inf.
Christina Kozia, Randa Herzallah
2021 J jnl
Decentralised Probabilistic Consensus Control for Stochastic Complex Dynamical Networks.
IEEE Control. Syst. Lett.
Randa Herzallah
2021 J jnl
Probabilistic message passing control for complex stochastic switching systems.
J. Frankl. Inst.
Yuyang Zhou, Randa Herzallah
2020 J jnl
DOBC Based Fully Probability Design for Stochastic System With the Multiplicative Noise.
IEEE Access
Yuyang Zhou, Randa Herzallah
2020 — conf
Optimal Electricity Trading Strategy for a Household Microgrid.
ICCA
Zhaoming Qin, Haochen Hua, Hong Liang, Randa Herzallah, Yuyang Zhou, Junwei Cao
2020 J jnl
PMAC: probabilistic multimodality adaptive control.
Int. J. Control
Randa Herzallah, David Lowe
2019 — conf
A Fully Probabilistic Decentralised Control Design for Complex Stochastic Systems.
ICCA
Randa Herzallah
2019 — conf
Fully Probabilistic Design for Stochastic Discrete System with Multiplicative Noise.
ICCA
Yuyang Zhou, Randa Herzallah, Ana Zafar
2019 J jnl
Probabilistic Message Passing for Decentralized Control of Stochastic Complex Systems.
IEEE Access
Randa Herzallah
2018 — conf
ECG-Derived Respiration Using a Real-Time QRS Detector Based on Empirical Mode Decomposition.
ICSPCS
Christina Kozia, Randa Herzallah, David Lowe
2018 — conf
Performance Prediction using Neural Network and Confidence Intervals: a Gas Turbine application.
IEEE BigData
Silvia Cisotto, Randa Herzallah
2017 J jnl
Scalable Harmonization of Complex Networks With Local Adaptive Controllers.
IEEE Trans. Syst. Man Cybern. Syst.
Miroslav Kárný, Randa Herzallah
2017 J jnl
Towards probabilistic synchronisation of local controllers.
Int. J. Syst. Sci.
Randa Herzallah, Miroslav Kárný
2015 J jnl
Driving licensing renewal policy using neural network-based probabilistic decision support system.
Int. J. Comput. Appl. Technol.
Wa'el H. 'Awad, Randa Herzallah
2015 J jnl
Fully probabilistic control for stochastic nonlinear control systems with input dependent noise.
Neural Networks
Randa Herzallah
2015 J jnl
Generalised Riccati solution and pinning control of complex stochastic networks.
Int. J. Model. Identif. Control.
Randa Herzallah
2013 J jnl
Probabilistic DHP adaptive critic for nonlinear stochastic control systems.
Neural Networks
Randa Herzallah
2012 — conf
Fully Probabilistic Adaptive Control with Arbitrary Density Functions of Forward Models and Inverse Controllers.
ROCOND
Randa Herzallah
2012 J jnl
Probabilistic synchronisation of pinning control.
Int. J. Control
Randa Herzallah
2011 J jnl
Enhancing the performance of intelligent control systems in the face of higher levels of complexity and uncertainty.
Int. J. Model. Identif. Control.
Randa Herzallah
2011 J jnl
Fully probabilistic control design in an adaptive critic framework.
Neural Networks
Randa Herzallah, Miroslav Kárný
2010 — conf
Estimation of Quantum Time Length for Round-robin Scheduling Algorithm using Neural Networks .
IJCCI (ICFC-ICNC)
Omar Alheyasat, Randa Herzallah
2010 J jnl
Probabilistic dual heuristic programming-based adaptive critic.
Int. J. Syst. Sci.
Randa Herzallah
2009 J jnl
A novel cautious controller to uncertain models arising in stochastic control.
Int. J. Model. Identif. Control.
Randa Herzallah
2009 — conf
Riccati Solution for Discrete Stochastic Systems with State and Control Dependent Noise.
ICINCO-ICSO
Randa Herzallah
2008 J jnl
A Bayesian Perspective on Stochastic Neurocontrol.
IEEE Trans. Neural Networks
Randa Herzallah, David Lowe
2008 — conf
Stochastic Control Strategies and Adaptive Critic Methods.
ICINCO-ICSO
Randa Herzallah, David Lowe
2007 J jnl
Adaptive critic methods for stochastic systems with input-dependent noise.
Autom.
Randa Herzallah
2007 J jnl
Distribution Modeling of Nonlinear Inverse Controllers Under a Bayesian Framework.
IEEE Trans. Neural Networks
Randa Herzallah, David Lowe
2007 J jnl
Dual Version of Neural Adaptive controller for stochastic nonlinear Systems with Functional Uncertainty.
Control. Intell. Syst.
Randa Herzallah
2004 C conf
A Bayesian approach to modeling the conditional density of the inverse controller.
CCA
Randa Herzallah, David Lowe
2004 J jnl
A mixture density network approach to modelling and exploiting uncertainty in nonlinear control problems.
Eng. Appl. Artif. Intell.
Randa Herzallah, David Lowe
2003 — —
Exploiting uncertainty in nonlinear stochastic control problem.
Randa Herzallah
2003 C conf
Probability distribution modelling to improve stability in nonlinear MIMO control.
CCA
Randa Herzallah, David Lowe
2003 J jnl
Robust control of nonlinear stochastic systems by modelling conditional distributions of control signals.
Neural Comput. Appl.
Randa Herzallah, David Lowe
2002 C conf
A Novel Approach to Modelling and Exploiting Uncertainty in Stochastic Control Systems.
ICANN
Randa Herzallah, David Lowe