Randa Herzallah

ORCID

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 19

Top Venues

ICCA

Int. J. Control

Int. J. Syst. Sci.

IEEE Trans. Syst. Man Cybern. Syst.

Aston University, Birmingham, UK (PHD)

Education History

Aston University, Birmingham, UK

PHD

Publications

Randa Herzallah, Yuyang Zhou
An efficient message passing algorithm for decentrally controlling complex systems. Int. J. Control 96 (3) (2023)
Yuyang Zhou, Randa Herzallah, Qichun Zhang
Decentralised fully probabilistic design for stochastic networks with multiplicative noise. Int. J. Syst. Sci. 54 (8) (2023)
Abdessamad Belfakir, Randa Herzallah
Estimation of the probabilistic description of quantum physical systems. QCE (2022)
Randa Herzallah, David Lowe, Yazan K. Qarout
Probabilistic Message-Passing Control. IEEE Trans. Syst. Man Cybern. Syst. 52 (7) (2022)
Yuyang Zhou, Randa Herzallah
Probabilistic message passing control for complex stochastic switching systems. J. Frankl. Inst. 358 (10) (2021)
Randa Herzallah
A fully probabilistic design for stochastic systems with input delay. Int. J. Control 94 (11) (2021)
Christina Kozia, Randa Herzallah
Advanced Fusion and Empirical Mode Decomposition-Based Filtering Methods for Breathing Rate Estimation from Seismocardiogram Signals. Inf. 12 (9) (2021)
Randa Herzallah
A Fully Probabilistic Design for Tracking Control for Stochastic Systems With Input Delay. IEEE Trans. Autom. Control. 66 (9) (2021)
Randa Herzallah
Decentralised Probabilistic Consensus Control for Stochastic Complex Dynamical Networks. IEEE Control. Syst. Lett. 5 (2) (2021)
Randa Herzallah, David Lowe
PMAC: probabilistic multimodality adaptive control. Int. J. Control 93 (7) (2020)
Zhaoming Qin, Haochen Hua, Hong Liang, Randa Herzallah, Yuyang Zhou, Junwei Cao
Optimal Electricity Trading Strategy for a Household Microgrid. ICCA (2020)
Yuyang Zhou, Randa Herzallah
DOBC Based Fully Probability Design for Stochastic System With the Multiplicative Noise. IEEE Access 8 (2020)
Yuyang Zhou, Randa Herzallah, Ana Zafar
Fully Probabilistic Design for Stochastic Discrete System with Multiplicative Noise. ICCA (2019)
Randa Herzallah
A Fully Probabilistic Decentralised Control Design for Complex Stochastic Systems. ICCA (2019)
Randa Herzallah
Probabilistic Message Passing for Decentralized Control of Stochastic Complex Systems. IEEE Access 7 (2019)
Silvia Cisotto, Randa Herzallah
Performance Prediction using Neural Network and Confidence Intervals: a Gas Turbine application. IEEE BigData (2018)
Christina Kozia, Randa Herzallah, David Lowe
ECG-Derived Respiration Using a Real-Time QRS Detector Based on Empirical Mode Decomposition. ICSPCS (2018)
Miroslav Kárný, Randa Herzallah
Scalable Harmonization of Complex Networks With Local Adaptive Controllers. IEEE Trans. Syst. Man Cybern. Syst. 47 (3) (2017)
Randa Herzallah, Miroslav Kárný
Towards probabilistic synchronisation of local controllers. Int. J. Syst. Sci. 48 (3) (2017)
Wa'el H. 'Awad, Randa Herzallah
Driving licensing renewal policy using neural network-based probabilistic decision support system. Int. J. Comput. Appl. Technol. 51 (3) (2015)
Randa Herzallah
Generalised Riccati solution and pinning control of complex stochastic networks. Int. J. Model. Identif. Control. 23 (4) (2015)
Randa Herzallah
Fully probabilistic control for stochastic nonlinear control systems with input dependent noise. Neural Networks 63 (2015)
Randa Herzallah
Probabilistic DHP adaptive critic for nonlinear stochastic control systems. Neural Networks 42 (2013)
Randa Herzallah
Probabilistic synchronisation of pinning control. Int. J. Control 85 (11) (2012)
Randa Herzallah
Fully Probabilistic Adaptive Control with Arbitrary Density Functions of Forward Models and Inverse Controllers. ROCOND (2012)
Randa Herzallah
Enhancing the performance of intelligent control systems in the face of higher levels of complexity and uncertainty. Int. J. Model. Identif. Control. 12 (4) (2011)
Randa Herzallah, Miroslav Kárný
Fully probabilistic control design in an adaptive critic framework. Neural Networks 24 (10) (2011)
Omar AlHeyasat, Randa Herzallah
Estimation of Quantum Time Length for Round-robin Scheduling Algorithm using Neural Networks . IJCCI (ICFC-ICNC) (2010)
Randa Herzallah
Probabilistic dual heuristic programming-based adaptive critic. Int. J. Syst. Sci. 41 (2) (2010)
Randa Herzallah
Riccati Solution for Discrete Stochastic Systems with State and Control Dependent Noise. ICINCO-ICSO (2009)
Randa Herzallah
A novel cautious controller to uncertain models arising in stochastic control. Int. J. Model. Identif. Control. 6 (2) (2009)
Randa Herzallah, David Lowe
A Bayesian Perspective on Stochastic Neurocontrol. IEEE Trans. Neural Networks 19 (5) (2008)
Randa Herzallah, David Lowe
Stochastic Control Strategies and Adaptive Critic Methods. ICINCO-ICSO (2008)
Randa Herzallah
Adaptive critic methods for stochastic systems with input-dependent noise. Autom. 43 (8) (2007)
Randa Herzallah, David Lowe
Distribution Modeling of Nonlinear Inverse Controllers Under a Bayesian Framework. IEEE Trans. Neural Networks 18 (1) (2007)
Randa Herzallah
Dual Version of Neural Adaptive controller for stochastic nonlinear Systems with Functional Uncertainty. Control. Intell. Syst. 35 (4) (2007)
Randa Herzallah, David Lowe
A mixture density network approach to modelling and exploiting uncertainty in nonlinear control problems. Eng. Appl. Artif. Intell. 17 (2) (2004)
Randa Herzallah, David Lowe
Robust control of nonlinear stochastic systems by modelling conditional distributions of control signals. Neural Comput. Appl. 12 (2) (2003)
Randa Herzallah, David Lowe
A Novel Approach to Modelling and Exploiting Uncertainty in Stochastic Control Systems. ICANN (2002)

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Publication Activity (10 Years)

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Randa Herzallah