Randa Herzallah - researchr alias

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Viewing Publication 1 - 40 from 40

2023

An efficient message passing algorithm for decentrally controlling complex systemsRanda Herzallah, Yuyang Zhou. ijcon, 96(3):719-730, March 2023. [doi]

Decentralised fully probabilistic design for stochastic networks with multiplicative noiseYuyang Zhou, Randa Herzallah, Qichun Zhang. ijsysc, 54(8):1841-1854, June 2023. [doi]

2022

Estimation of the probabilistic description of quantum physical systemsAbdessamad Belfakir, Randa Herzallah. qce 2022: 154-161 [doi]

Probabilistic Message-Passing ControlRanda Herzallah, David Lowe 0001, Yazan K. Qarout. tsmc, 52(7):4470-4482, 2022. [doi]

2021

2020

PMAC: probabilistic multimodality adaptive controlRanda Herzallah, David Lowe 0001. ijcon, 93(7):1637-1650, 2020. [doi]

Optimal Electricity Trading Strategy for a Household MicrogridZhaoming Qin, Haochen Hua, Hong Liang, Randa Herzallah, Yuyang Zhou, Junwei Cao. icca 2020: 1308-1313 [doi]

DOBC Based Fully Probability Design for Stochastic System With the Multiplicative NoiseYuyang Zhou, Randa Herzallah. access, 8:34225-34235, 2020. [doi]

2019

A Fully Probabilistic Decentralised Control Design for Complex Stochastic SystemsRanda Herzallah. icca 2019: 806-811 [doi]

Probabilistic Message Passing for Decentralized Control of Stochastic Complex SystemsRanda Herzallah. access, 7:184707-184717, 2019. [doi]

Fully Probabilistic Design for Stochastic Discrete System with Multiplicative NoiseYuyang Zhou, Randa Herzallah, Ana Zafar. icca 2019: 940-945 [doi]

2018

Performance Prediction using Neural Network and Confidence Intervals: a Gas Turbine applicationSilvia Cisotto, Randa Herzallah. bigdataconf 2018: 2151-2159 [doi]

ECG-Derived Respiration Using a Real-Time QRS Detector Based on Empirical Mode DecompositionChristina Kozia, Randa Herzallah, David Lowe 0001. icspcs 2018: 1-8 [doi]

2017

Towards probabilistic synchronisation of local controllersRanda Herzallah, Miroslav Kárný. ijsysc, 48(3):604-615, 2017. [doi]

Scalable Harmonization of Complex Networks With Local Adaptive ControllersMiroslav Kárný, Randa Herzallah. tsmc, 47(3):394-404, 2017. [doi]

2015

Driving licensing renewal policy using neural network-based probabilistic decision support systemWa'el H. 'Awad, Randa Herzallah. ijcat, 51(3):155-163, 2015. [doi]

Fully probabilistic control for stochastic nonlinear control systems with input dependent noiseRanda Herzallah. NN, 63:199-207, 2015. [doi]

Generalised Riccati solution and pinning control of complex stochastic networksRanda Herzallah. ijmic, 23(4):346-354, 2015. [doi]

2013

Probabilistic DHP adaptive critic for nonlinear stochastic control systemsRanda Herzallah. NN, 42:74-82, 2013. [doi]

2012

Fully Probabilistic Adaptive Control with Arbitrary Density Functions of Forward Models and Inverse ControllersRanda Herzallah. rocond 2012: 541-546 [doi]

Probabilistic synchronisation of pinning controlRanda Herzallah. ijcon, 85(11):1708-1716, 2012. [doi]

2011

Enhancing the performance of intelligent control systems in the face of higher levels of complexity and uncertaintyRanda Herzallah. ijmic, 12(4):311-327, 2011. [doi]

Fully probabilistic control design in an adaptive critic frameworkRanda Herzallah, Miroslav Kárný. NN, 24(10):1128-1135, 2011. [doi]

2010

Estimation of Quantum Time Length for Round-robin Scheduling Algorithm using Neural Networks Omar AlHeyasat, Randa Herzallah. ijcci 2010: 253-257

Probabilistic dual heuristic programming-based adaptive criticRanda Herzallah. ijsysc, 41(2):227-239, 2010. [doi]

2009

Riccati Solution for Discrete Stochastic Systems with State and Control Dependent NoiseRanda Herzallah. icinco 2009: 115-120

A novel cautious controller to uncertain models arising in stochastic controlRanda Herzallah. ijmic, 6(2):110-118, 2009. [doi]

2008

Stochastic Control Strategies and Adaptive Critic MethodsRanda Herzallah, David Lowe. icinco 2008: 281-288

A Bayesian Perspective on Stochastic NeurocontrolRanda Herzallah, David Lowe. tnn, 19(5):914-924, 2008. [doi]

2007

Distribution Modeling of Nonlinear Inverse Controllers Under a Bayesian FrameworkRanda Herzallah, David Lowe. tnn, 18(1):107-114, 2007. [doi]

Dual Version of Neural Adaptive controller for stochastic nonlinear Systems with Functional UncertaintyRanda Herzallah. cis, 35(4), 2007. [doi]

Adaptive critic methods for stochastic systems with input-dependent noiseRanda Herzallah. automatica, 43(8):1355-1362, 2007. [doi]

2004

A mixture density network approach to modelling and exploiting uncertainty in nonlinear control problemsRanda Herzallah, David Lowe. eaai, 17(2):145-158, 2004. [doi]

2003

Robust control of nonlinear stochastic systems by modelling conditional distributions of control signalsRanda Herzallah, David Lowe. nca, 12(2):98-108, 2003. [doi]

Exploiting uncertainty in nonlinear stochastic control problemRanda Herzallah. PhD thesis, Aston University, Birmingham, UK, 2003. [doi]

2002

A Novel Approach to Modelling and Exploiting Uncertainty in Stochastic Control SystemsRanda Herzallah, David Lowe. icann 2002: 801-806 [doi]

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