Randa Herzallah

发表

ECG-Derived Respiration Using a Real-Time QRS Detector Based on Empirical Mode Decomposition

Christina Kozia, Randa Herzallah, David Lowe, 2018, 2018 12th International Conference on Signal Processing and Communication Systems (ICSPCS).

Driving licensing renewal policy using neural network-based probabilistic decision support system

Randa Herzallah, Wa'el H. 'Awad, 2015, Int. J. Comput. Appl. Technol..

Probabilistic synchronisation of pinning control

Randa Herzallah, R. Herzallah, 2012, Int. J. Control.

Fully Probabilistic Design for Stochastic Discrete System with Multiplicative Noise

Randa Herzallah, Yuyang Zhou, Ana Zafar, 2019, 2019 IEEE 15th International Conference on Control and Automation (ICCA).

Probabilistic multiple model neural network based leak detection system: experimental study

Randa Herzallah, Mohammad Burhan Abdulla, R. Herzallah, 2015 .

Fully probabilistic control for stochastic nonlinear control systems with input dependent noise

Randa Herzallah, R. Herzallah, 2015, Neural Networks.

Conditional Distribution Modeling for Estimating and Exploiting Uncertainty in Control Systems

Randa Herzallah, David Lowe, D. Lowe, 2003 .

A tracking error–based fully probabilistic control for stochastic discrete-time systems with multiplicative noise

Randa Herzallah, Yuyang Zhou, R. Herzallah, 2020, Journal of Vibration and Control.

Generalised Riccati solution and pinning control of complex stochastic networks

Randa Herzallah, R. Herzallah, 2015, Int. J. Model. Identif. Control..

Uncertainty in control problems: A survey

Randa Herzallah, R. Herzallah, 2005 .

ICA-Derived Respiration Using an Adaptive R-Peak Detector

Christina Kozia, Randa Herzallah, David Lowe, 2018, Contributions to Statistics.

A Fully Probabilistic Decentralised Control Design for Complex Stochastic Systems

Randa Herzallah, R. Herzallah, 2019, 2019 IEEE 15th International Conference on Control and Automation (ICCA).

Exploiting uncertainty in nonlinear stochastic control problem

Randa Herzallah, 2003 .

A novel cautious controller to uncertain models arising in stochastic control

Randa Herzallah, 2009, Int. J. Model. Identif. Control..

Optimal Electricity Trading Strategy for a Household Microgrid

Hong Liang, Randa Herzallah, Yuyang Zhou, 2020, 2020 IEEE 16th International Conference on Control & Automation (ICCA).

Probabilistic Decentralised Control and Message Passing Framework for Future Grid

Randa Herzallah, 2020 .

Practically Oriented Design Projects in Mechatronics Engineering: A Case Study of Design Experiences and Outcomes

Randa Herzallah, 2010 .

A Bayesian Perspective on Stochastic Neurocontrol

Randa Herzallah, David Lowe, D. Lowe, 2008, IEEE Transactions on Neural Networks.

Distribution Modeling of Nonlinear Inverse Controllers Under a Bayesian Framework

Randa Herzallah, David Lowe, D. Lowe, 2007, IEEE Transactions on Neural Networks.

Fully Probabilistic Adaptive Control with Arbitrary Density Functions of Forward Models and Inverse Controllers

Randa Herzallah, 2012, ROCOND.

Probabilistic DHP adaptive critic for nonlinear stochastic control systems

Randa Herzallah, 2013, Neural Networks.

PMAC: probabilistic multimodality adaptive control

Randa Herzallah, David Lowe, 2020, Int. J. Control.

Decentralised Probabilistic Consensus Control for Stochastic Complex Dynamical Networks

Randa Herzallah, 2021, IEEE Control Systems Letters.

Riccati Solution for Discrete Stochastic Systems with State and Control Dependent Noise

Randa Herzallah, 2009, ICINCO-ICSO.

Adaptive critic methods for stochastic systems with input-dependent noise

Randa Herzallah, 2007, Autom..

A mixture density network approach to modelling and exploiting uncertainty in nonlinear control problems

Randa Herzallah, David Lowe, D. Lowe, 2004, Eng. Appl. Artif. Intell..

Towards probabilistic synchronisation of local controllers

Miroslav Kárný, Randa Herzallah, M. Kárný, 2017, Int. J. Syst. Sci..

Performance Prediction using Neural Network and Confidence Intervals: a Gas Turbine application

Randa Herzallah, Silvia Cisotto, 2018, 2018 IEEE International Conference on Big Data (Big Data).

Estimation of Quantum Time Length for Round-robin Scheduling Algorithm using Neural Networks

Randa Herzallah, Omar AlHeyasat, R. Herzallah, 2018, IJCCI.

Generalised Probabilistic Control Design for Uncertain Stochastic Control Systems

Randa Herzallah, 2018 .

Robust control of nonlinear stochastic systems by modelling conditional distributions of control signals

Randa Herzallah, David Lowe, 2003, Neural Computing & Applications.

DOBC Based Fully Probability Design for Stochastic System With the Multiplicative Noise

Randa Herzallah, Yuyang Zhou, R. Herzallah, 2020, IEEE Access.

Probabilistic message passing control and FPD based decentralised control for stochastic complex systems

Randa Herzallah, Yuyang Zhou, R. Herzallah, 2020 .

Probabilistic dual heuristic programming-based adaptive critic

Randa Herzallah, 2010, Int. J. Syst. Sci..

A fully probabilistic design for stochastic systems with input delay

Randa Herzallah, R. Herzallah, 2020, Int. J. Control.

A Fully Probabilistic Design for Tracking Control for Stochastic Systems With Input Delay

Randa Herzallah, R. Herzallah, 2020, IEEE Transactions on Automatic Control.

Dual Version of Neural Adaptive controller for stochastic nonlinear Systems with Functional Uncertainty

Randa Herzallah, R. Herzallah, 2007, Control. Intell. Syst..

Stochastic Control Strategies and Adaptive Critic Methods

Randa Herzallah, David Lowe, 2008, ICINCO-ICSO.

Fully probabilistic control design in an adaptive critic framework

Miroslav Kárný, Randa Herzallah, 2011, Neural Networks.

A Novel Approach to Modelling and Exploiting Uncertainty in Stochastic Control Systems

Randa Herzallah, David Lowe, 2002, ICANN.

Scalable Harmonization of Complex Networks With Local Adaptive Controllers

Miroslav Kárný, Randa Herzallah, M. Kárný, 2017, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Scalable harmonization of complex networks with local controllers

Miroslav Kárný, Randa Herzallah, M. Kárný, 2015 .

Probabilistic Message Passing for Decentralized Control of Stochastic Complex Systems

Randa Herzallah, R. Herzallah, 2019, IEEE Access.

Enhancing the performance of intelligent control systems in the face of higher levels of complexity and uncertainty

Randa Herzallah, R. Herzallah, 2011, Int. J. Model. Identif. Control..

Probabilistic Message-Passing Control

Randa Herzallah, Yazan Qarout, David Lowe, 2021, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Advanced Fusion and Empirical Mode Decomposition-Based Filtering Methods for Breathing Rate Estimation from Seismocardiogram Signals

Christina Kozia, Randa Herzallah, R. Herzallah, 2021, Inf..

Probabilistic message passing control for complex stochastic switching systems

Randa Herzallah, Yuyang Zhou, 2021, J. Frankl. Inst..

Probabilistic Decentralised Control and Message Passing Framework for Future Grid

Randa Herzallah, Yuyang Zhou, 2021 .

Probability distribution modelling to improve stability in nonlinear MIMO control

Randa Herzallah, David Lowe, 2003, Proceedings of 2003 IEEE Conference on Control Applications, 2003. CCA 2003..

Multi-valued control problems and mixture density network

Randa Herzallah, David Lowe, 2003 .

Improved robust control of nonlinear stochastic systems using uncertain models

Randa Herzallah, David Lowe, 2002 .

Probabilistic Synchronization of Pinning Control

Randa Herzallah, R. Herzallah, 2012 .