Stephen A. Billings

Publication Activity (10 Years)

Years Active: 1979-2019
Publications (10 Years): 7

Top Venues

Int. J. Syst. Sci.

IEEE Trans. Biomed. Eng.

J. Cell. Autom.

Pattern Recognit.

Publications

José Roberto Ayala Solares, Hua-Liang Wei, Stephen A. Billings
A novel logistic-NARX model as a classifier for dynamic binary classification. Neural Comput. Appl. 31 (1) (2019)
Stephen A. Billings, Hua-Liang Wei
NARMAX Model as a Sparse, Interpretable and Transparent Machine Learning Approach for Big Medical and Healthcare Data Analysis. HPCC/SmartCity/DSS (2019)
Yuzhu Guo, Fabio Storm, Yifan Zhao, Stephen A. Billings, Aleksandar Pavic, Claudia Mazzà, Lingzhong Guo
A New Proxy Measurement Algorithm with Application to the Estimation of Vertical Ground Reaction Forces Using Wearable Sensors. Sensors 17 (10) (2017)
Azlyna Senawi, Hua-Liang Wei, Stephen A. Billings
A new maximum relevance-minimum multicollinearity (MRmMC) method for feature selection and ranking. Pattern Recognit. 67 (2017)
Kirubhakaran Krishnanathan, Sean R. Anderson, Stephen A. Billings, Visakan Kadirkamanathan
Computational system identification of continuous-time nonlinear systems using approximate Bayesian computation. Int. J. Syst. Sci. 47 (15) (2016)
Yang Li, Hua-Liang Wei, Stephen A. Billings, Ptolemaios G. Sarrigiannis
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. 47 (11) (2016)
Yuzhu Guo, Lingzhong Guo, Stephen A. Billings, Hua-Liang Wei
Identification of continuous-time models for nonlinear dynamic systems from discrete data. Int. J. Syst. Sci. 47 (12) (2016)
Quanmin Zhu, Yongji Wang, Dongya Zhao, Shaoyuan Li, Stephen A. Billings
Review of rational (total) nonlinear dynamic system modelling, identification, and control. Int. J. Syst. Sci. 46 (12) (2015)
Yuzhu Guo, Lingzhong Guo, Stephen A. Billings, Hua-Liang Wei
Identification of nonlinear systems with non-persistent excitation using an iterative forward orthogonal least squares regression algorithm. Int. J. Model. Identif. Control. 23 (1) (2015)
Lingzhong Guo, Yuzhu Guo, Stephen A. Billings, Daniel Coca
Approximate observability of infinite dimensional bilinear systems using a Volterra series expansion. Syst. Control. Lett. 75 (2015)
Fei He, Hua-Liang Wei, Stephen A. Billings
Identification and frequency domain analysis of non-stationary and nonlinear systems using time-varying NARMAX models. Int. J. Syst. Sci. 46 (11) (2015)
Yuzhu Guo, Lingzhong Guo, Stephen A. Billings, Hua-Liang Wei
An iterative orthogonal forward regression algorithm. Int. J. Syst. Sci. 46 (5) (2015)
Lingzhong Guo, Yuzhu Guo, Yifan Zhao, Stephen A. Billings, Daniel Coca, Zhi Qiang Lang
A Spatial Frequency Domain Analysis of the Belousov-Zhabotinsky Reaction. Int. J. Bifurc. Chaos 24 (3) (2014)
Fei He, Hua-Liang Wei, Stephen A. Billings, Ptolemaios G. Sarrigiannis
A Nonlinear Generalization of Spectral Granger Causality. IEEE Trans. Biomed. Eng. 61 (6) (2014)
Fei He, Stephen A. Billings, Hua-Liang Wei, Ptolemaios G. Sarrigiannis, Yifan Zhao
Spectral Analysis for Nonstationary and Nonlinear Systems: A Discrete-Time-Model-Based Approach. IEEE Trans. Biomed. Eng. 60 (8) (2013)
Shu Wang, Hua-Liang Wei, Daniel Coca, Stephen A. Billings
Model term selection for spatio-temporal system identification using mutual information. Int. J. Syst. Sci. 44 (2) (2013)
Yifan Zhao, Stephen A. Billings, Hua-Liang Wei, Ptolemaios G. Sarrigiannis
A Parametric Method to Measure Time-Varying Linear and Nonlinear Causality With Applications to EEG Data. IEEE Trans. Biomed. Eng. 60 (11) (2013)
Ying Zheng, Jing Jing Luo, Samuel Harris, Aneurin J. Kennerley, Jason Berwick, Stephen A. Billings, John E. W. Mayhew
Balanced excitation and inhibition: Model based analysis of local field potentials. NeuroImage 63 (1) (2012)
Yifan Zhao, H. M. Guo, Stephen A. Billings
Identification of Hybrid Cellular Automata Using Image Segmentation Methods. J. Cell. Autom. 7 (3) (2012)
Yifan Zhao, H. M. Guo, Stephen A. Billings
Application of Totalistic Cellular Automata for Noise Filtering in Image Processing. J. Cell. Autom. 7 (3) (2012)
Liang-Min Li, Stephen A. Billings
Sensitivity and validity study of generalised frequency response functions. Int. J. Comput. Appl. Technol. 41 (1/2) (2011)
Xing Jian Jing, Zi Qiang Lang, Stephen A. Billings
Nonlinear influence in the frequency domain: Alternating series. Syst. Control. Lett. 60 (5) (2011)
Yifan Zhao, Stephen A. Billings, Yuzhu Guo, Daniel Coca, L. Dematos, R. I. Ristic
Spatio-Temporal Modeling of Wave Formation in an Excitable Chemical Medium Based on a Revised FitzHugh-Nagumo Model. Int. J. Bifurc. Chaos 21 (2) (2011)
Yang Li, Hua-Liang Wei, Stephen A. Billings
Identification of Time-Varying Systems Using Multi-Wavelet Basis Functions. IEEE Trans. Control. Syst. Technol. 19 (3) (2011)
Otar Akanyeti, Paolo Fiorini, Stephen A. Billings
Studying robot-environment interaction via transparent controllers. ICAR (2011)
Yifan Zhao, Stephen A. Billings, Daniel Coca, Yuzhu Guo, R. I. Ristic, L. Dematos
Identification of a temperature Dependent FitzHugh-Nagumo Model for the Belousov-Zhabotinskii reaction. Int. J. Bifurc. Chaos 21 (11) (2011)
Ulrich Nehmzow, Phillip J. McKerrow, Stephen A. Billings
Do Empirical Models of Robot-Environment Interaction Have a Meaning? SAB (2010)
Ying Zheng, Yi Pan, Samuel Harris, Stephen A. Billings, Daniel Coca, Jason Berwick, Myles Jones, Aneurin J. Kennerley, David Johnston, Chris J. Martin, Ian M. Devonshire, John E. W. Mayhew
A dynamic model of neurovascular coupling: Implications for blood vessel dilation and constriction. NeuroImage 52 (3) (2010)
Hua-Liang Wei, Stephen A. Billings, Julian J. Liu
Time-varying parametric modelling and time-dependent spectral characterisation with applications to EEG signals using multiwavelets. Int. J. Model. Identif. Control. 9 (3) (2010)
Hua-Liang Wei, Stephen A. Billings, Yifan Zhao, Lingzhong Guo
An adaptive wavelet neural network for spatio-temporal system identification. Neural Networks 23 (10) (2010)
Lingzhong Guo, Stephen A. Billings, Daniel Coca
Identification of partial differential equation models for a class of multiscale spatio-temporal dynamical systems. Int. J. Control 83 (1) (2010)
Bin Zhang, Stephen A. Billings, Zi Qiang Lang, Geoffrey R. Tomlinson
Analytical Description of the Frequency Response Function of the Generalized Higher Order Duffing Oscillator Model. IEEE Trans. Circuits Syst. I Regul. Pap. (1) (2009)
Lingzhong Guo, Stephen A. Billings, Daniel Coca
Identification of multiscale spatio-temporal dynamical systems using a wavelet multiresolution analysis. Int. J. Syst. Sci. 40 (11) (2009)
Victor Olariu, Daniel Coca, Stephen A. Billings, Peter Tonge, Paul Gokhale, Peter W. Andrews, Visakan Kadirkamanathan
Modified variational Bayes EM estimation of hidden Markov tree model of cell lineages. Bioinform. 25 (21) (2009)
Yifan Zhao, Stephen A. Billings, Daniel Coca
Cellular automata modelling of dendritic crystal growth based on Moore and von Neumann neighbourhoods. Int. J. Model. Identif. Control. 6 (2) (2009)
Hua-Liang Wei, Ying Zheng, Yi Pan, Daniel Coca, Liang-Min Li, John E. W. Mayhew, Stephen A. Billings
Model Estimation of Cerebral Hemodynamics Between Blood Flow and Volume Changes: A Data-Based Modeling Approach. IEEE Trans. Biomed. Eng. 56 (6) (2009)
Yifan Zhao, Stephen A. Billings, Daniel Coca, R. I. Ristic, L. Dematos
br Crystal Growth. Int. J. Bifurc. Chaos 19 (7) (2009)
Zhuoyi Song, Daniel Coca, Stephen A. Billings, Marten Postma, Roger C. Hardie, Mikko Juusola
Photoreceptor. ICONIP (1) (2009)
Uwe Friederich, Daniel Coca, Stephen A. Billings, Mikko Juusola
Data Modelling for Analysis of Adaptive Changes in Fly Photoreceptors. ICONIP (1) (2009)
Hua-Liang Wei, Stephen A. Billings
Improved model identification for non-linear systems using a random subsampling and multifold modelling (RSMM) approach. Int. J. Control 82 (1) (2009)
Xing Jian Jing, Zi Qiang Lang, Stephen A. Billings
Parametric Characteristic Analysis for Generalized Frequency Response Functions of Nonlinear Systems. Circuits Syst. Signal Process. 28 (5) (2009)
Victor Olariu, Daniel Coca, Stephen A. Billings, Visakan Kadirkamanathan
Modelling Stem Cells Lineages with Markov Trees. PRIB (2009)
Xing Jian Jing, Zi Qiang Lang, Stephen A. Billings
Frequency-Dependent Magnitude Bounds of the Generalized Frequency Response Functions for NARX Model. Eur. J. Control 15 (1) (2009)
Lingzhong Guo, Stephen A. Billings, Daniel Coca
Consistent recursive parameter estimation of partial differential equation models. Int. J. Control 82 (10) (2009)
Hua-Liang Wei, Stephen A. Billings
Improved parameter estimates for non-linear dynamical models using a bootstrap method. Int. J. Control 82 (11) (2009)
Hua-Liang Wei, Stephen A. Billings
Generalized Cellular Neural Networks (Gcnns) Constructed Using Particle Swarm Optimization for Spatio-Temporal Evolutionary Pattern Identification. Int. J. Bifurc. Chaos 18 (12) (2008)
Liang-Min Li, Stephen A. Billings
Frequency domain truncation of Volterra series for weakly non-linear systems subject to harmonic excitation. Int. J. Control 81 (8) (2008)
Stephen A. Billings, Hua-Liang Wei
An adaptive orthogonal search algorithm for model subset selection and non-linear system identification. Int. J. Control 81 (5) (2008)
Xing Jian Jing, Zi Qiang Lang, Stephen A. Billings
Magnitude bounds of generalized frequency response functions for nonlinear Volterra systems described by NARX model. Autom. 44 (3) (2008)
Yi Pan, Stephen A. Billings
Neighborhood Detection for the Identification of Spatiotemporal Systems. IEEE Trans. Syst. Man Cybern. Part B 38 (3) (2008)
Lingzhong Guo, Stephen A. Billings, D. Q. Zhu
An extended orthogonal forward regression algorithm for system identification using entropy. Int. J. Control 81 (4) (2008)
Yuzhu Guo, Stephen A. Billings, Daniel Coca
Identification of n-State Spatio-Temporal Dynamical Systems Using a Polynomial Model. Int. J. Bifurc. Chaos 18 (7) (2008)
Hua-Liang Wei, Zi Qiang Lang, Stephen A. Billings
Constructing an overall dynamical model for a system with changing design parameter properties. Int. J. Model. Identif. Control. 5 (2) (2008)
Lingzhong Guo, Stephen A. Billings
Identification and analysis of spatio-temporal dynamical systems using wavelets. Int. J. Syst. Sci. 39 (3) (2008)
Xing Jian Jing, Zi Qiang Lang, Stephen A. Billings
Mapping from parametric characteristics to generalized frequency response functions of non-linear systems. Int. J. Control 81 (7) (2008)
Otar Akanyeti, Ulrich Nehmzow, Stephen A. Billings
Complex robot training tasks through bootstrapping system identification. ROBIO (2008)
Xing Jian Jing, Zi Qiang Lang, Stephen A. Billings
Frequency domain analysis for non-linear Volterra systems with a general non-linear output function. Int. J. Control 81 (2) (2008)
Theocharis Kyriacou, Ulrich Nehmzow, Roberto Iglesias, Stephen A. Billings
Accurate robot simulation through system identification. Robotics Auton. Syst. 56 (12) (2008)
Yifan Pan, Stephen A. Billings, Yifan Zhao
The Identification of Coupled Map Lattice Models for Autonomous Cellular Neural Network Patterns. Int. J. Bifurc. Chaos 18 (4) (2008)
Hua-Liang Wei, Stephen A. Billings
Model structure selection using an integrated forward orthogonal search algorithm assisted by squared correlation and mutual information. Int. J. Model. Identif. Control. 3 (4) (2008)
Otar Akanyeti, Ulrich Nehmzow, Stephen A. Billings
Robot training using system identification. Robotics Auton. Syst. 56 (12) (2008)
Xiaofeng Wu, Zi Qiang Lang, Stephen A. Billings
The design of energy transfer filters for energy focus filtering. Int. J. Control 81 (2) (2008)
Yi Pan, Stephen A. Billings
The Identification of Complex Spatiotemporal Patterns Using Coupled Map Lattice Models. Int. J. Bifurc. Chaos 18 (4) (2008)
Hua-Liang Wei, Zi Qiang Lang, Stephen A. Billings
An Algorithm for Determining the Output Frequency Range of Volterra Models With Multiple Inputs. IEEE Trans. Circuits Syst. II Express Briefs (6) (2007)
Sarawan Wongsa, Visakan Kadirkamanathan, Stephen A. Billings, Phillip C. Wright
Metabolic Flux Estimation from Incomplete Labelling Measurements Using the Expectation/Conditional-Maximisation Algorithm. CIBCB (2007)
Lingzhong Guo, Stephen A. Billings
A modified orthogonal forward regression least-squares algorithm for system modelling from noisy regressors. Int. J. Control 80 (3) (2007)
Ulrich Nehmzow, Otar Akanyeti, Christoph Weinrich, Theocharis Kyriacou, Stephen A. Billings
Robot programming by demonstration through system identification. IROS (2007)
Stephen A. Billings, Hua-Liang Wei
Sparse Model Identification Using a Forward Orthogonal Regression Algorithm Aided by Mutual Information. IEEE Trans. Neural Networks 18 (1) (2007)
Hua-Liang Wei, Stephen A. Billings
Feature Subset Selection and Ranking for Data Dimensionality Reduction. IEEE Trans. Pattern Anal. Mach. Intell. 29 (1) (2007)
Xing Jian Jing, Zi Qiang Lang, Stephen A. Billings
Correction on some typos in "New bound characteristics of NARX model in the frequency domain". Int. J. Control 80 (3) (2007)
Yifan Zhao, Stephen A. Billings
The Identification of Cellular Automata. J. Cell. Autom. 2 (1) (2007)
Jing Yang, Visakan Kadirkamanathan, Stephen A. Billings
In vivo Intracellular Metabolite Dynamics Estimation by Sequential Monte Carlo Filter. CIBCB (2007)
Lingzhong Guo, Stephen A. Billings
State-Space Reconstruction and Spatio-Temporal Prediction of Lattice Dynamical Systems. IEEE Trans. Autom. Control. 52 (4) (2007)
Jing Yang, Sarawan Wongsa, Visakan Kadirkamanathan, Stephen A. Billings, Phillip C. Wright
Metabolic Flux Estimation-A Self-Adaptive Evolutionary Algorithm with Singular Value Decomposition. IEEE ACM Trans. Comput. Biol. Bioinform. 4 (1) (2007)
Hua-Liang Wei, Stephen A. Billings
A comparative study on global wavelet and polynomial models for non-linear regime-switching systems. Int. J. Model. Identif. Control. 2 (4) (2007)
Yifan Zhao, Stephen A. Billings, Alexander F. Routh
Identification of the Belousov-zhabotinskii Reaction Using Cellular Automata Models. Int. J. Bifurc. Chaos 17 (5) (2007)
Lingzhong Guo, Stephen A. Billings
Identification of Binary Cellular Automata from Spatio-Temporal Binary Patterns Using a Fourier Representation. Int. J. Bifurc. Chaos 17 (6) (2007)
Otar Akanyeti, Ulrich Nehmzow, Christoph Weinrich, Theocharis Kyriacou, Stephen A. Billings
Programming Mobile Robots by Demonstration through System Identification. EMCR (2007)
Zi Qiang Lang, Stephen A. Billings, R. Yue, J. Li
Output frequency response function of nonlinear Volterra systems. Autom. 43 (5) (2007)
Yifan Zhao, Stephen A. Billings, Alexander F. Routh
Identification of Excitable Media Using Cellular Automata Models. Int. J. Bifurc. Chaos 17 (1) (2007)
Stephen A. Billings, Hua-Liang Wei, Michael A. Balikhin
Generalized multiscale radial basis function networks. Neural Networks 20 (10) (2007)
Xing Jian Jing, Zi Qiang Lang, Stephen A. Billings
New bound characteristics of NARX model in the frequency domain. Int. J. Control 80 (1) (2007)
Z. K. Peng, Zi Qiang Lang, Stephen A. Billings
Non-linear output frequency response functions for multi-input non-linear Volterra systems. Int. J. Control 80 (6) (2007)
Xiaofeng Wu, Zi Qiang Lang, Stephen A. Billings
Output Frequencies of Nonlinear Systems Under A General Input. ICNSC (2007)
Stephen A. Billings, Lingzhong Guo, Hua-Liang Wei
Identification of coupled map lattice models for spatio-temporal patterns using wavelets. Int. J. Syst. Sci. 37 (14) (2006)
Xiaofeng Wu, Zi Qiang Lang, Stephen A. Billings
Output Frequencies of A Class of Nonlinear Systems. ICECS (2006)
Visakan Kadirkamanathan, Jing Yang, Stephen A. Billings, Phillip C. Wright
. Bioinform. 22 (21) (2006)
Ulrich Nehmzow, Roberto Iglesias, Theocharis Kyriacou, Stephen A. Billings
Robot learning through task identification. Robotics Auton. Syst. 54 (9) (2006)
Ulrich Nehmzow, Otar Akanyeti, Roberto Iglesias, Theocharis Kyriacou, Stephen A. Billings
Comparing Robot Controllers Through System Identification. SAB (2006)
Lingzhong Guo, Stephen A. Billings
Identification of Partial Differential Equation Models for Continuous Spatio-Temporal Dynamical Systems. IEEE Trans. Circuits Syst. II Express Briefs (8) (2006)
Hua-Liang Wei, Stephen A. Billings, Michael A. Balikhin
Wavelet based non-parametric NARX models for nonlinear input-output system identification. Int. J. Syst. Sci. 37 (15) (2006)
Yifan Zhao, Stephen A. Billings
Neighborhood Detection Using Mutual Information for the Identification of Cellular Automata. IEEE Trans. Syst. Man Cybern. Part B 36 (2) (2006)
Stephen A. Billings, Hua-Liang Wei
The Wavelet-narmax Representation: a Hybrid Model Structure Combining Polynomial Models with Multiresolution Wavelet Decompositions. Int. J. Syst. Sci. 36 (3) (2005)
Roberto Iglesias, Ulrich Nehmzow, Theocharis Kyriacou, Stephen A. Billings
Training and Analysis of Mobile Robot Behaviour Through System Identification. CAEPIA (2005)
Xiaofeng Wu, Zi Qiang Lang, Stephen A. Billings
An Orthogonal Least Squares based approach to FIR designs. Int. J. Autom. Comput. 2 (2) (2005)
Jing Yang, Sarawan Wongsa, Visakan Kadirkamanathan, Stephen A. Billings, Phillip C. Wright
Differential Evolution and Its Application to Metabolic Flux Analysis. EvoWorkshops (2005)
Stephen A. Billings, Hua-Liang Wei
A new class of wavelet networks for nonlinear system identification. IEEE Trans. Neural Networks 16 (4) (2005)
Ying Zheng, David Johnston, Jason Berwick, Danmei Chen, Stephen A. Billings, John E. W. Mayhew
A three-compartment model of the hemodynamic response and oxygen delivery to brain. NeuroImage 28 (4) (2005)
S. S. Mei, Stephen A. Billings, Lingzhong Guo
A Neighborhood Selection Method for Cellular Automata Models. Int. J. Bifurc. Chaos 15 (2) (2005)
Jing Yang, Sarawan Wongsa, Visakan Kadirkamanathan, Stephen A. Billings, Phillip C. Wright
Self-adaptive evolutionary algorithm based methods for quantification in metabolic systems. CIBCB (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stephen A. Billings