Stephen A. Billings
Affiliations:- University of Sheffield, England, UK
According to our database1,
Stephen A. Billings
authored at least 164 papers
between 1975 and 2021.
Collaborative distances:
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Online presence:
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on zbmath.org
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on shef.ac.uk
On csauthors.net:
Bibliography
2021
Modelling COVID-19 Pandemic Dynamics Using Transparent, Interpretable, Parsimonious and Simulatable (TIPS) Machine Learning Models: A Case Study from Systems Thinking and System Identification Perspectives.
CoRR, 2021
Quasi-Linear Transfer Function: A New Method for Frequency Domain Analysis of Nonlinear Systems.
CoRR, 2021
2020
Imaging of Nonlinear and Dynamic Functional Brain Connectivity Based on EEG Recordings With the Application on the Diagnosis of Alzheimer's Disease.
IEEE Trans. Medical Imaging, 2020
2019
Neural Comput. Appl., 2019
Neural activity inspired asymmetric basis function TV-NARX model for the identification of time-varying dynamic systems.
Neurocomputing, 2019
NARMAX Model as a Sparse, Interpretable and Transparent Machine Learning Approach for Big Medical and Healthcare Data Analysis.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
2017
A New Proxy Measurement Algorithm with Application to the Estimation of Vertical Ground Reaction Forces Using Wearable Sensors.
Sensors, 2017
A new maximum relevance-minimum multicollinearity (MRmMC) method for feature selection and ranking.
Pattern Recognit., 2017
2016
Identification of nonlinear time-varying systems using an online sliding-window and common model structure selection (CMSS) approach with applications to EEG.
Int. J. Syst. Sci., 2016
Computational system identification of continuous-time nonlinear systems using approximate Bayesian computation.
Int. J. Syst. Sci., 2016
Identification of continuous-time models for nonlinear dynamic systems from discrete data.
Int. J. Syst. Sci., 2016
Ultra-Orthogonal Forward Regression Algorithms for the Identification of Non-Linear Dynamic Systems.
Neurocomputing, 2016
2015
Approximate observability of infinite dimensional bilinear systems using a Volterra series expansion.
Syst. Control. Lett., 2015
Review of rational (total) nonlinear dynamic system modelling, identification, and control.
Int. J. Syst. Sci., 2015
Identification and frequency domain analysis of non-stationary and nonlinear systems using time-varying NARMAX models.
Int. J. Syst. Sci., 2015
Identification of nonlinear systems with non-persistent excitation using an iterative forward orthogonal least squares regression algorithm.
Int. J. Model. Identif. Control., 2015
2014
IEEE Trans. Biomed. Eng., 2014
Int. J. Syst. Sci., 2014
Int. J. Bifurc. Chaos, 2014
2013
A Parametric Method to Measure Time-Varying Linear and Nonlinear Causality With Applications to EEG Data.
IEEE Trans. Biomed. Eng., 2013
Spectral Analysis for Nonstationary and Nonlinear Systems: A Discrete-Time-Model-Based Approach.
IEEE Trans. Biomed. Eng., 2013
A Volterra series representation for a class of nonlinear infinite dimensional systems with periodic boundary conditions.
Syst. Control. Lett., 2013
Model term selection for spatio-temporal system identification using mutual information.
Int. J. Syst. Sci., 2013
2012
A New Adaptive Fast Cellular Automaton Neighborhood Detection and Rule Identification Algorithm.
IEEE Trans. Syst. Man Cybern. Part B, 2012
NeuroImage, 2012
J. Cell. Autom., 2012
J. Cell. Autom., 2012
Int. J. Bifurc. Chaos, 2012
2011
IEEE Trans. Control. Syst. Technol., 2011
Syst. Control. Lett., 2011
Bayesian identification of stochastic linear systems with observations at multiple scales.
Int. J. Syst. Sci., 2011
Int. J. Comput. Appl. Technol., 2011
Spatio-Temporal Modeling of Wave Formation in an Excitable Chemical Medium Based on a Revised FitzHugh-Nagumo Model.
Int. J. Bifurc. Chaos, 2011
Identification of a temperature Dependent FitzHugh-Nagumo Model for the Belousov-Zhabotinskii reaction.
Int. J. Bifurc. Chaos, 2011
Int. J. Bifurc. Chaos, 2011
Proceedings of the 15th International Conference on Advanced Robotics: New Boundaries for Robotics, 2011
2010
Robotics Auton. Syst., 2010
An application of Lyapunov stability analysis to improve the performance of NARMAX models.
Robotics Auton. Syst., 2010
Neural Networks, 2010
A dynamic model of neurovascular coupling: Implications for blood vessel dilation and constriction.
NeuroImage, 2010
Time-varying parametric modelling and time-dependent spectral characterisation with applications to EEG signals using multiwavelets.
Int. J. Model. Identif. Control., 2010
Identification of partial differential equation models for a class of multiscale spatio-temporal dynamical systems.
Int. J. Control, 2010
Int. J. Bifurc. Chaos, 2010
Proceedings of the From Animals to Animats 11, 2010
2009
Lattice Dynamical Wavelet Neural Networks Implemented Using Particle Swarm Optimization for Spatio-Temporal System Identification.
IEEE Trans. Neural Networks, 2009
Analytical Description of the Frequency Response Function of the Generalized Higher Order Duffing Oscillator Model.
IEEE Trans. Circuits Syst. I Regul. Pap., 2009
Model Estimation of Cerebral Hemodynamics Between Blood Flow and Volume Changes: A Data-Based Modeling Approach.
IEEE Trans. Biomed. Eng., 2009
Identification of multiscale spatio-temporal dynamical systems using a wavelet multiresolution analysis.
Int. J. Syst. Sci., 2009
Cellular automata modelling of dendritic crystal growth based on Moore and von Neumann neighbourhoods.
Int. J. Model. Identif. Control., 2009
Improved parameter estimates for non-linear dynamical models using a bootstrap method.
Int. J. Control, 2009
Improved model identification for non-linear systems using a random subsampling and multifold modelling (RSMM) approach.
Int. J. Control, 2009
Int. J. Control, 2009
Identification of the Transition Rule in a Modified Cellular Automata Model: the Case of Dendritic Nh<sub>4</sub>br Crystal Growth.
Int. J. Bifurc. Chaos, 2009
Frequency-Dependent Magnitude Bounds of the Generalized Frequency Response Functions for NARX Model.
Eur. J. Control, 2009
Parametric Characteristic Analysis for Generalized Frequency Response Functions of Nonlinear Systems.
Circuits Syst. Signal Process., 2009
Modified variational Bayes EM estimation of hidden Markov tree model of cell lineages.
Bioinform., 2009
Proceedings of the Pattern Recognition in Bioinformatics, 2009
Proceedings of the Neural Information Processing, 16th International Conference, 2009
Proceedings of the Neural Information Processing, 16th International Conference, 2009
2008
IEEE Trans. Syst. Man Cybern. Part B, 2008
Robotics Auton. Syst., 2008
Int. J. Syst. Sci., 2008
Constructing an overall dynamical model for a system with changing design parameter properties.
Int. J. Model. Identif. Control., 2008
Model structure selection using an integrated forward orthogonal search algorithm assisted by squared correlation and mutual information.
Int. J. Model. Identif. Control., 2008
Development of spatiotemporal validation methods of an agent-based model of epithelial cells: analysis of a colony of keratinocytes.
Int. J. Funct. Informatics Pers. Medicine, 2008
Int. J. Control, 2008
Frequency domain truncation of Volterra series for weakly non-linear systems subject to harmonic excitation.
Int. J. Control, 2008
Mapping from parametric characteristics to generalized frequency response functions of non-linear systems.
Int. J. Control, 2008
Frequency domain analysis for non-linear Volterra systems with a general non-linear output function.
Int. J. Control, 2008
An extended orthogonal forward regression algorithm for system identification using entropy.
Int. J. Control, 2008
An adaptive orthogonal search algorithm for model subset selection and non-linear system identification.
Int. J. Control, 2008
Generalized Cellular Neural Networks (Gcnns) Constructed Using Particle Swarm Optimization for Spatio-Temporal Evolutionary Pattern Identification.
Int. J. Bifurc. Chaos, 2008
The Identification of Coupled Map Lattice Models for Autonomous Cellular Neural Network Patterns.
Int. J. Bifurc. Chaos, 2008
The Identification of Complex Spatiotemporal Patterns Using Coupled Map Lattice Models.
Int. J. Bifurc. Chaos, 2008
Identification of n-State Spatio-Temporal Dynamical Systems Using a Polynomial Model.
Int. J. Bifurc. Chaos, 2008
Magnitude bounds of generalized frequency response functions for nonlinear Volterra systems described by NARX model.
Autom., 2008
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2008
2007
IEEE Trans. Signal Process., 2007
Sparse Model Identification Using a Forward Orthogonal Regression Algorithm Aided by Mutual Information.
IEEE Trans. Neural Networks, 2007
Metabolic Flux Estimation-A Self-Adaptive Evolutionary Algorithm with Singular Value Decomposition.
IEEE ACM Trans. Comput. Biol. Bioinform., 2007
An Algorithm for Determining the Output Frequency Range of Volterra Models With Multiple Inputs.
IEEE Trans. Circuits Syst. II Express Briefs, 2007
State-Space Reconstruction and Spatio-Temporal Prediction of Lattice Dynamical Systems.
IEEE Trans. Autom. Control., 2007
Task identification and characterisation in mobile robotics through non-linear modelling.
Robotics Auton. Syst., 2007
Robotics Auton. Syst., 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Neighbourhood detection and identification of spatio-temporal dynamical systems using a coarse-to-fine approach.
Int. J. Syst. Sci., 2007
A comparative study on global wavelet and polynomial models for non-linear regime-switching systems.
Int. J. Model. Identif. Control., 2007
Non-linear output frequency response functions for multi-input non-linear Volterra systems.
Int. J. Control, 2007
Correction on some typos in "New bound characteristics of NARX model in the frequency domain".
Int. J. Control, 2007
Int. J. Control, 2007
A modified orthogonal forward regression least-squares algorithm for system modelling from noisy regressors.
Int. J. Control, 2007
Int. J. Bifurc. Chaos, 2007
Int. J. Bifurc. Chaos, 2007
Int. J. Bifurc. Chaos, 2007
Identification of Binary Cellular Automata from Spatio-Temporal Binary Patterns Using a Fourier Representation.
Int. J. Bifurc. Chaos, 2007
Proceedings of the 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 29, 2007
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2007
Proceedings of the 3rd European Conference on Mobile Robots, 2007
In vivo Intracellular Metabolite Dynamics Estimation by Sequential Monte Carlo Filter.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007
Metabolic Flux Estimation from Incomplete Labelling Measurements Using the Expectation/Conditional-Maximisation Algorithm.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007
Spatiotemporal Analysis of an Agent-Based Model of a Colony of Keratinocytes: A First Approach for the Development of Validation Methods.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
Neighborhood Detection Using Mutual Information for the Identification of Cellular Automata.
IEEE Trans. Syst. Man Cybern. Part B, 2006
Identification of Partial Differential Equation Models for Continuous Spatio-Temporal Dynamical Systems.
IEEE Trans. Circuits Syst. II Express Briefs, 2006
Analysis of fast-sampled non-linear systems: Generalised frequency response functions for delta-operator models.
Signal Process., 2006
Wavelet based non-parametric NARX models for nonlinear input-output system identification.
Int. J. Syst. Sci., 2006
Identification of coupled map lattice models for spatio-temporal patterns using wavelets.
Int. J. Syst. Sci., 2006
Markov Chain Monte Carlo Algorithm based metabolic flux distribution analysis on <i>Corynebacterium glutamicum</i>.
Bioinform., 2006
Proceedings of the From Animals to Animats 9, 2006
Proceedings of the 13th IEEE International Conference on Electronics, 2006
2005
IEEE Trans. Neural Networks, 2005
NeuroImage, 2005
The Wavelet-narmax Representation: a Hybrid Model Structure Combining Polynomial Models with Multiresolution Wavelet Decompositions.
Int. J. Syst. Sci., 2005
Int. J. Syst. Sci., 2005
Int. J. Bifurc. Chaos, 2005
A Comparison of Polynomial and Wavelet Expansions for the Identification of Chaotic Coupled Map Lattices.
Int. J. Bifurc. Chaos, 2005
Int. J. Autom. Comput., 2005
Proceedings of the Applications of Evolutionary Computing, 2005
Proceedings of the Current Topics in Artificial Intelligence, 2005
2004
Identification and reconstruction of chaotic systems using multiresolution wavelet decompositions.
Int. J. Syst. Sci., 2004
Self-adaptive evolutionary algorithm based methods for quantification in metabolic systems.
Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004
2003
IEEE Trans. Syst. Man Cybern. Part B, 2003
IEEE Trans. Syst. Man Cybern. Part B, 2003
2002
Nonlinear Fisher discriminant analysis using a minimum squared error cost function and the orthogonal least squares algorithm.
Neural Networks, 2002
Int. J. Syst. Sci., 2002
Time series prediction using support vector machines, the orthogonal and the regularized orthogonal least-squares algorithms.
Int. J. Syst. Sci., 2002
Identification of coupled map lattice models of deterministic distributed parameter systems.
Int. J. Syst. Sci., 2002
Identification of finite dimensional models of infinite dimensional dynamical systems.
Autom., 2002
2001
IEEE Trans. Syst. Man Cybern. Part A, 2001
Int. J. Syst. Sci., 2001
Int. J. Bifurc. Chaos, 2001
2000
IEEE Trans. Syst. Man Cybern. Part A, 2000
IEEE Trans. Syst. Man Cybern. Part B, 2000
Int. J. Syst. Sci., 2000
Nonlinear System Identification and Analysis of Complex Dynamical Behavior in reflected Light Measurements of vasomotion.
Int. J. Bifurc. Chaos, 2000
Letters to the Editor on the paper 'Dynamic Wavelet and Equivalent Models' by O.M. Boaghe and S.A. Billings.
Eur. J. Control, 2000
1999
IEEE Trans. Syst. Man Cybern. Part C, 1999
Int. J. Syst. Sci., 1999
1998
On-line identification of nonlinear systems using Volterra polynomial basis function neural networks.
Neural Networks, 1998
Neural Networks, 1998
Int. J. Syst. Sci., 1998
1996
Radial Basis Function Network Configuration Using Mutual Information and the Orthogonal Least Squares Algorithm.
Neural Networks, 1996
Neural Networks, 1996
On-line Structure Detection and Parameter Estimation with Exponential Windowing for Nonlinear Systems.
Eur. J. Control, 1996
1995
Adaptive model selection and estimation for nonlinear systems using a sliding data window.
Signal Process., 1995
Neural Networks, 1995
Neural Networks, 1995
1992
Layered Architecture for the Control of Micro Saccadic Tracking of a Stereo Camera Head.
Proceedings of the British Machine Vision Conference, 1992
Proceedings of the British Machine Vision Conference, 1992
1990
Image Vis. Comput., 1990
1982
Autom., 1982
1979
1975
The design and implementation of an interactive data analysis package for a process computer.
Comput. Aided Des., 1975