default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDStephen A. Billings
S. A. Billings
Person information
- affiliation: University of Sheffield, England, UK
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2021
[i2]Hua-Liang Wei, S. A. Billings:
Quasi-Linear Transfer Function: A New Method for Frequency Domain Analysis of Nonlinear Systems. CoRR abs/2111.00748 (2021)- [i1]Hua-Liang Wei, S. A. Billings:
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 abs/2111.01763 (2021) - 2020
- [j142]Yifan Zhao, Yitian Zhao, Pholpat Durongbhan, Liangyu Chen, Jiang Liu, S. A. Billings, Panagiotis Zis, Zoe C. Unwin, Matteo De Marco, Annalena Venneri, Daniel Blackburn, Ptolemaios G. Sarrigiannis:
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 39(5): 1571-1581 (2020)
2010 – 2019
- 2019
- [j141]Yuzhu Guo
, Lipeng Wang, Yang Li, Jingjing Luo, Kailiang Wang, S. A. Billings, Lingzhong Guo:
Neural activity inspired asymmetric basis function TV-NARX model for the identification of time-varying dynamic systems. Neurocomputing 357: 188-202 (2019) - [j140]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): 11-25 (2019) - [c21]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: 2743-2750 - 2017
- [j139]Azlyna Senawi, Hua-Liang Wei, Stephen A. Billings:
A new maximum relevance-minimum multicollinearity (MRmMC) method for feature selection and ranking. Pattern Recognit. 67: 47-61 (2017) - [j138]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): 2181 (2017) - 2016
- [j137]Yuzhu Guo, Lingzhong Guo, S. A. Billings, Hua-Liang Wei:
Ultra-Orthogonal Forward Regression Algorithms for the Identification of Non-Linear Dynamic Systems. Neurocomputing 173: 715-723 (2016) - [j136]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): 2671-2681 (2016) - [j135]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): 3044-3054 (2016) - [j134]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): 3537-3544 (2016) - 2015
- [j133]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): 1-7 (2015) - [j132]Yuzhu Guo, Lingzhong Guo, Stephen A. Billings, Hua-Liang Wei:
An iterative orthogonal forward regression algorithm. Int. J. Syst. Sci. 46(5): 776-789 (2015) - [j131]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): 2087-2100 (2015) - [j130]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): 2122-2133 (2015) - [j129]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: 20-26 (2015) - 2014
- [j128]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) - [j127]Yuzhu Guo, Lingzhong Guo, S. A. Billings, Daniel Coca, Zi Qiang Lang:
A parametric frequency response method for non-linear time-varying systems. Int. J. Syst. Sci. 45(10): 2133-2144 (2014) - [j126]Fei He, Hua-Liang Wei, Stephen A. Billings, Ptolemaios G. Sarrigiannis:
A Nonlinear Generalization of Spectral Granger Causality. IEEE Trans. Biomed. Eng. 61(6): 1693-1701 (2014) - 2013
- [j125]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): 223-231 (2013) - [j124]Lingzhong Guo, Yuzhu Guo, S. A. Billings, Daniel Coca, Zi Qiang Lang:
A Volterra series representation for a class of nonlinear infinite dimensional systems with periodic boundary conditions. Syst. Control. Lett. 62(2): 115-123 (2013) - [j123]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): 2233-2241 (2013) - [j122]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): 3141-3148 (2013) - 2012
- [j121]Yuzhu Guo, Lingzhong Guo, S. A. Billings, Daniel Coca, Zi Qiang Lang:
Characterizing nonlinear Spatio-Temporal Systems in the Frequency Domain. Int. J. Bifurc. Chaos 22(2) (2012) - [j120]Yifan Zhao, H. M. Guo, Stephen A. Billings:
Application of Totalistic Cellular Automata for Noise Filtering in Image Processing. J. Cell. Autom. 7(3): 207-221 (2012) - [j119]Yifan Zhao, H. M. Guo, Stephen A. Billings:
Identification of Hybrid Cellular Automata Using Image Segmentation Methods. J. Cell. Autom. 7(3): 243-258 (2012) - [j118]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): 81-94 (2012) - [j117]Yifan Zhao, Hua-Liang Wei, S. A. Billings:
A New Adaptive Fast Cellular Automaton Neighborhood Detection and Rule Identification Algorithm. IEEE Trans. Syst. Man Cybern. Part B 42(4): 1283-1287 (2012) - 2011
- [j116]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): 505-512 (2011) - [j115]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): 3249-3258 (2011) - [j114]Yuzhu Guo, Yifan Zhao, Daniel Coca, S. A. Billings:
A Simple Scalar Coupled Map Lattice Model for Excitable Media. Int. J. Bifurc. Chaos 21(11): 3277-3292 (2011) - [j113]Liang-Min Li, Stephen A. Billings:
Sensitivity and validity study of generalised frequency response functions. Int. J. Comput. Appl. Technol. 41(1/2): 48-52 (2011) - [j112]Lingzhong Guo, S. A. Billings, Daniel Coca, Michael A. Balikhin:
Bayesian identification of stochastic linear systems with observations at multiple scales. Int. J. Syst. Sci. 42(8): 1363-1373 (2011) - [j111]Xing Jian Jing, Zi Qiang Lang, Stephen A. Billings:
Nonlinear influence in the frequency domain: Alternating series. Syst. Control. Lett. 60(5): 295-309 (2011) - [j110]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): 656-663 (2011) - [c20]Otar Akanyeti, Paolo Fiorini, Stephen A. Billings:
Studying robot-environment interaction via transparent controllers. ICAR 2011: 377-382 - 2010
- [j109]Yuzhu Guo, Yifan Zhao, S. A. Billings, Daniel Coca, R. I. Ristic, L. Dematos:
Identification of Excitable Media Using a Scalar Coupled Map Lattice Model. Int. J. Bifurc. Chaos 20(7): 2137-2150 (2010) - [j108]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): 40-48 (2010) - [j107]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): 215-224 (2010) - [j106]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): 1135-1147 (2010) - [j105]Hua-Liang Wei, Stephen A. Billings, Yifan Zhao, Lingzhong Guo:
An adaptive wavelet neural network for spatio-temporal system identification. Neural Networks 23(10): 1286-1299 (2010) - [j104]Otar Akanyeti, Iñaki Rañó, Ulrich Nehmzow, S. A. Billings:
An application of Lyapunov stability analysis to improve the performance of NARMAX models. Robotics Auton. Syst. 58(3): 229-238 (2010) - [j103]Ulrich Nehmzow, Otar Akanyeti, S. A. Billings:
Towards modelling complex robot training tasks through system identification. Robotics Auton. Syst. 58(3): 265-275 (2010) - [c19]Ulrich Nehmzow, Phillip J. McKerrow, Stephen A. Billings:
Do Empirical Models of Robot-Environment Interaction Have a Meaning? SAB 2010: 25-37
2000 – 2009
- 2009
- [j102]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): 2824-2830 (2009) - [j101]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): 699-733 (2009) - [j100]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): 68-83 (2009) - [j99]Yifan Zhao, Stephen A. Billings, Daniel Coca, R. I. Ristic, L. Dematos:
Identification of the Transition Rule in a Modified Cellular Automata Model: the Case of Dendritic Nh4br Crystal Growth. Int. J. Bifurc. Chaos 19(7): 2295-2305 (2009) - [j98]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): 27-42 (2009) - [j97]Lingzhong Guo, Stephen A. Billings, Daniel Coca:
Consistent recursive parameter estimation of partial differential equation models. Int. J. Control 82(10): 1946-1954 (2009) - [j96]Hua-Liang Wei, Stephen A. Billings:
Improved parameter estimates for non-linear dynamical models using a bootstrap method. Int. J. Control 82(11): 1991-2001 (2009) - [j95]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): 119-125 (2009) - [j94]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): 1115-1126 (2009) - [j93]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): 1606-1616 (2009) - [j92]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. 56-I(1): 224-232 (2009) - [j91]Hua-Liang Wei, S. A. Billings, Yifan Zhao, Lingzhong Guo:
Lattice Dynamical Wavelet Neural Networks Implemented Using Particle Swarm Optimization for Spatio-Temporal System Identification. IEEE Trans. Neural Networks 20(1): 181-185 (2009) - [c18]Uwe Friederich, Daniel Coca, Stephen A. Billings, Mikko Juusola:
Data Modelling for Analysis of Adaptive Changes in Fly Photoreceptors. ICONIP (1) 2009: 34-48 - [c17]Zhuoyi Song, Daniel Coca, Stephen A. Billings, Marten Postma, Roger C. Hardie, Mikko Juusola:
Biophysical Modeling of a Drosophila Photoreceptor. ICONIP (1) 2009: 57-71 - [c16]Victor Olariu, Daniel Coca, Stephen A. Billings, Visakan Kadirkamanathan:
Modelling Stem Cells Lineages with Markov Trees. PRIB 2009: 233-243 - 2008
- [j90]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): 838-845 (2008) - [j89]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): 985-996 (2008) - [j88]Yi Pan, Stephen A. Billings:
The Identification of Complex Spatiotemporal Patterns Using Coupled Map Lattice Models. Int. J. Bifurc. Chaos 18(4): 997-1013 (2008) - [j87]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): 2049-2057 (2008) - [j86]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): 3611-3624 (2008) - [j85]Xiaofeng Wu, Zi Qiang Lang, Stephen A. Billings:
The design of energy transfer filters for energy focus filtering. Int. J. Control 81(2): 214-226 (2008) - [j84]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): 235-251 (2008) - [j83]Lingzhong Guo, Stephen A. Billings, D. Q. Zhu:
An extended orthogonal forward regression algorithm for system identification using entropy. Int. J. Control 81(4): 690-699 (2008) - [j82]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): 714-724 (2008) - [j81]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): 1071-1088 (2008) - [j80]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): 1291-1297 (2008) - [j79]César Pichardo-Almarza, Rod H. Smallwood, S. A. Billings:
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 1(4): 335-354 (2008) - [j78]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): 341-356 (2008) - [j77]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): 93-104 (2008) - [j76]Lingzhong Guo, Stephen A. Billings:
Identification and analysis of spatio-temporal dynamical systems using wavelets. Int. J. Syst. Sci. 39(3): 315-334 (2008) - [j75]Otar Akanyeti, Ulrich Nehmzow, Stephen A. Billings:
Robot training using system identification. Robotics Auton. Syst. 56(12): 1027-1041 (2008) - [j74]Roberto Iglesias, Ulrich Nehmzow, S. A. Billings:
Model identification and model analysis in robot training. Robotics Auton. Syst. 56(12): 1061-1067 (2008) - [j73]Theocharis Kyriacou, Ulrich Nehmzow, Roberto Iglesias, Stephen A. Billings:
Accurate robot simulation through system identification. Robotics Auton. Syst. 56(12): 1082-1093 (2008) - [j72]Yi Pan, Stephen A. Billings:
Neighborhood Detection for the Identification of Spatiotemporal Systems. IEEE Trans. Syst. Man Cybern. Part B 38(3): 846-854 (2008) - [c15]Otar Akanyeti, Ulrich Nehmzow, Stephen A. Billings:
Complex robot training tasks through bootstrapping system identification. ROBIO 2008: 2168-2173 - 2007
- [j71]Zi Qiang Lang, Stephen A. Billings, R. Yue, J. Li:
Output frequency response function of nonlinear Volterra systems. Autom. 43(5): 805-816 (2007) - [j70]Yifan Zhao, Stephen A. Billings, Alexander F. Routh:
Identification of Excitable Media Using Cellular Automata Models. Int. J. Bifurc. Chaos 17(1): 153-168 (2007) - [j69]Yifan Zhao, Stephen A. Billings, Alexander F. Routh:
Identification of the Belousov-zhabotinskii Reaction Using Cellular Automata Models. Int. J. Bifurc. Chaos 17(5): 1687-1701 (2007) - [j68]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): 1985-1996 (2007) - [j67]Yi Pan, S. A. Billings:
Model Validation of Spatiotemporal Systems Using Correlation Function Tests. Int. J. Bifurc. Chaos 17(12): 4323-4335 (2007) - [j66]Xing Jian Jing, Zi Qiang Lang, Stephen A. Billings:
New bound characteristics of NARX model in the frequency domain. Int. J. Control 80(1): 140-149 (2007) - [j65]Lingzhong Guo, Stephen A. Billings:
A modified orthogonal forward regression least-squares algorithm for system modelling from noisy regressors. Int. J. Control 80(3): 340-348 (2007) - [j64]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): 492-494 (2007) - [j63]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): 843-855 (2007) - [j62]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): 273-282 (2007) - [j61]Lingzhong Guo, S. S. Mei, S. A. Billings:
Neighbourhood detection and identification of spatio-temporal dynamical systems using a coarse-to-fine approach. Int. J. Syst. Sci. 38(1): 1-15 (2007) - [j60]Yifan Zhao, Stephen A. Billings:
The Identification of Cellular Automata. J. Cell. Autom. 2(1): 47-65 (2007) - [j59]Stephen A. Billings, Hua-Liang Wei, Michael A. Balikhin:
Generalized multiscale radial basis function networks. Neural Networks 20(10): 1081-1094 (2007) - [j58]Hua-Liang Wei, Stephen A. Billings:
Feature Subset Selection and Ranking for Data Dimensionality Reduction. IEEE Trans. Pattern Anal. Mach. Intell. 29(1): 162-166 (2007) - [j57]Roberto Iglesias, Theocharis Kyriacou, Ulrich Nehmzow, S. A. Billings:
Task identification and characterisation in mobile robotics through non-linear modelling. Robotics Auton. Syst. 55(4): 267-275 (2007) - [j56]Otar Akanyeti, Theocharis Kyriacou, Ulrich Nehmzow, Roberto Iglesias, S. A. Billings:
Visual task identification and characterization using polynomial models. Robotics Auton. Syst. 55(9): 711-719 (2007) - [j55]Lingzhong Guo, Stephen A. Billings:
State-Space Reconstruction and Spatio-Temporal Prediction of Lattice Dynamical Systems. IEEE Trans. Autom. Control. 52(4): 622-632 (2007) - [j54]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 54-II(6): 532-536 (2007) - [j53]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): 126-138 (2007) - [j52]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): 306-310 (2007) - [j51]Xiaofeng Wu, Zi Qiang Lang, S. A. Billings:
Analysis of Output Frequencies of Nonlinear Systems. IEEE Trans. Signal Process. 55(7-1): 3239-3246 (2007) - [c14]César Pichardo-Almarza, Rod H. Smallwood, S. A. Billings:
Spatiotemporal Analysis of an Agent-Based Model of a Colony of Keratinocytes: A First Approach for the Development of Validation Methods. BIBE 2007: 1173-1177 - [c13]Jing Yang, Visakan Kadirkamanathan, Stephen A. Billings:
In vivo Intracellular Metabolite Dynamics Estimation by Sequential Monte Carlo Filter. CIBCB 2007: 387-394 - [c12]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: 410-417 - [c11]Otar Akanyeti, Ulrich Nehmzow, Christoph Weinrich, Theocharis Kyriacou, Stephen A. Billings:
Programming Mobile Robots by Demonstration through System Identification. EMCR 2007 - [c10]Xiaofeng Wu, Zi Qiang Lang, Stephen A. Billings:
Output Frequencies of Nonlinear Systems Under A General Input. ICNSC 2007: 668-673 - [c9]Ulrich Nehmzow, Otar Akanyeti, Christoph Weinrich, Theocharis Kyriacou, Stephen A. Billings:
Robot programming by demonstration through system identification. IROS 2007: 801-806 - 2006
- [j50]Visakan Kadirkamanathan, Jing Yang, Stephen A. Billings, Phillip C. Wright:
Markov Chain Monte Carlo Algorithm based metabolic flux distribution analysis on Corynebacterium glutamicum. Bioinform. 22(21): 2681-2687 (2006) - [j49]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): 1021-1038 (2006) - [j48]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): 1089-1096 (2006) - [j47]Ulrich Nehmzow, Roberto Iglesias, Theocharis Kyriacou, Stephen A. Billings:
Robot learning through task identification. Robotics Auton. Syst. 54(9): 766-778 (2006) - [j46]M. A. Chadwick, Visakan Kadirkamanathan, S. A. Billings:
Analysis of fast-sampled non-linear systems: Generalised frequency response functions for delta-operator models. Signal Process. 86(11): 3246-3257 (2006) - [j45]Lingzhong Guo, Stephen A. Billings:
Identification of Partial Differential Equation Models for Continuous Spatio-Temporal Dynamical Systems. IEEE Trans. Circuits Syst. II Express Briefs 53-II(8): 657-661 (2006) - [j44]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): 473-479 (2006) - [c8]Xiaofeng Wu, Zi Qiang Lang, Stephen A. Billings:
Output Frequencies of A Class of Nonlinear Systems. ICECS 2006: 744-747 - [c7]Ulrich Nehmzow, Otar Akanyeti, Roberto Iglesias, Theocharis Kyriacou, Stephen A. Billings:
Comparing Robot Controllers Through System Identification. SAB 2006: 843-854 - 2005
- [j43]Xiaofeng Wu, Zi Qiang Lang, Stephen A. Billings:
An Orthogonal Least Squares based approach to FIR designs. Int. J. Autom. Comput. 2(2): 163-170 (2005) - [j42]S. S. Mei, Stephen A. Billings, Lingzhong Guo:
A Neighborhood Selection Method for Cellular Automata Models. Int. J. Bifurc. Chaos 15(2): 383-393 (2005) - [j41]Lingzhong Guo, S. A. Billings:
A Comparison of Polynomial and Wavelet Expansions for the Identification of Chaotic Coupled Map Lattices. Int. J. Bifurc. Chaos 15(9): 2927-2938 (2005) - [j40]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): 137-152 (2005) - [j39]S. A. Billings, S. S. Mei:
A new fast cellular automata orthogonal least-squares identification method. Int. J. Syst. Sci. 36(8): 491-499 (2005) - [j38]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): 925-939 (2005) - [j37]Stephen A. Billings, Hua-Liang Wei:
A new class of wavelet networks for nonlinear system identification. IEEE Trans. Neural Networks 16(4): 862-874 (2005) - [c6]Roberto Iglesias, Ulrich Nehmzow, Theocharis Kyriacou, Stephen A. Billings:
Training and Analysis of Mobile Robot Behaviour Through System Identification. CAEPIA 2005: 470-479 - [c5]Jing Yang, Sarawan Wongsa, Visakan Kadirkamanathan, Stephen A. Billings, Phillip C. Wright:
Differential Evolution and Its Application to Metabolic Flux Analysis. EvoWorkshops 2005: 115-124 - 2004
- [j36]Stephen A. Billings, Kian L. Lee:
A Smoothing Algorithm for Nonlinear Time Series. Int. J. Bifurc. Chaos 14(3): 1037-1051 (2004) - [j35]Hua-Liang Wei, Stephen A. Billings:
Identification and reconstruction of chaotic systems using multiresolution wavelet decompositions. Int. J. Syst. Sci. 35(9): 511-526 (2004) - [c4]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: 260-267 - 2003
- [j34]S. A. Billings, Yingxu Yang:
Identification of probabilistic cellular automata. IEEE Trans. Syst. Man Cybern. Part B 33(2): 225-236 (2003) - [j33]S. A. Billings, Yingxu Yang:
Identification of the neighborhood and CA rules from spatio-temporal CA patterns. IEEE Trans. Syst. Man Cybern. Part B 33(2): 332-339 (2003) - 2002
- [j32]Daniel Coca, Stephen A. Billings:
Identification of finite dimensional models of infinite dimensional dynamical systems. Autom. 38(11): 1851-1865 (2002) - [j31]Guang L. Zheng, Stephen A. Billings:
of overparametrization in non-linear system identification and neural networks. Int. J. Syst. Sci. 33(5): 331-349 (2002) - [j30]S. A. Billings, Daniel Coca:
Identification of coupled map lattice models of deterministic distributed parameter systems. Int. J. Syst. Sci. 33(8): 623-634 (2002) - [j29]Kian L. Lee, Stephen A. Billings:
Time series prediction using support vector machines, the orthogonal and the regularized orthogonal least-squares algorithms. Int. J. Syst. Sci. 33(10): 811-821 (2002) - [j28]Stephen A. Billings, Kian L. Lee:
Nonlinear Fisher discriminant analysis using a minimum squared error cost function and the orthogonal least squares algorithm. Neural Networks 15(1): 263-270 (2002) - 2001
- [j27]Stephen A. Billings, Otilia M. Boaghe:
The Response Spectrum Map, a Frequency Domain Equivalent to the bifurcation Diagram. Int. J. Bifurc. Chaos 11(7): 1961-1976 (2001) - [j26]Liang-Min Li, Stephen A. Billings:
Continuous-time system identification using shifted Chebyshev polynomials. Int. J. Syst. Sci. 32(3): 303-306 (2001) - [j25]E. M. A. M. Mendez, S. A. Billings:
An alternative solution to the model structure selection problem. IEEE Trans. Syst. Man Cybern. Part A 31(6): 597-608 (2001) - 2000
- [j24]Otilia M. Boaghe, S. A. Billings:
Dynamic Wavelet and Equivalent Models. Eur. J. Control 6(2): 120-131 (2000) - [j23]Albert Benveniste, Otilia M. Boaghe, Stephen A. Billings:
Discussion on: 'Dynamic Wavelet and Equivalent Models'. Eur. J. Control 6(2): 132-134 (2000) - [j22]Lennart Ljung, Otilia M. Boaghe, Stephen A. Billings:
Letters to the Editor on the paper 'Dynamic Wavelet and Equivalent Models' by O.M. Boaghe and S.A. Billings. Eur. J. Control 6(3): 295-296 (2000) - [j21]Daniel Coca, Ying Zheng, John E. W. Mayhew, Stephen A. Billings:
Nonlinear System Identification and Analysis of Complex Dynamical Behavior in reflected Light Measurements of vasomotion. Int. J. Bifurc. Chaos 10(2): 461-476 (2000) - [j20]Daniel Coca, Stephen A. Billings:
Direct parameter identification of distributed parameter systems. Int. J. Syst. Sci. 31(1): 11-17 (2000) - [j19]Guoping Liu, Stephen A. Billings, Visakan Kadirkamanathan:
Nonlinear system identification using wavelet networks. Int. J. Syst. Sci. 31(12): 1531-1541 (2000) - [j18]Yingxu Yang, S. A. Billings:
Extracting Boolean rules from CA patterns. IEEE Trans. Syst. Man Cybern. Part B 30(4): 573-580 (2000) - [j17]Yingxu Yang, S. A. Billings:
Neighborhood detection and rule selection from cellular automata patterns. IEEE Trans. Syst. Man Cybern. Part A 30(6): 840-847 (2000)
1990 – 1999
- 1999
- [j16]Ke Zhi Mao, S. A. Billings, Q. M. Zhu:
A regularized rational model estimation algorithm. Int. J. Syst. Sci. 30(5): 455-465 (1999) - [j15]Guoping Liu, Visakan Kadirkamanathan, Stephen A. Billings:
Neural network-based variable structure control for nonlinear discrete systems. Int. J. Syst. Sci. 30(10): 1153-1160 (1999) - [j14]Guoping Liu, Visakan Kadirkamanathan, Stephen A. Billings:
Variable neural networks for adaptive control of nonlinear systems. IEEE Trans. Syst. Man Cybern. Part C 29(1): 34-43 (1999) - 1998
- [j13]S. A. Billings, Ke Zhi Mao:
Structure detection for nonlinear rational models using genetic algorithms. Int. J. Syst. Sci. 29(3): 223-231 (1998) - [j12]Stephen A. Billings, Xia Hong:
Dual-orthogonal radial basis function networks for nonlinear time series prediction. Neural Networks 11(3): 479-493 (1998) - [j11]Guoping Liu, Visakan Kadirkamanathan, Stephen A. Billings:
On-line identification of nonlinear systems using Volterra polynomial basis function neural networks. Neural Networks 11(9): 1645-1657 (1998) - 1996
- [j10]Wan Luo, Stephen A. Billings, K. M. Tsang:
On-line Structure Detection and Parameter Estimation with Exponential Windowing for Nonlinear Systems. Eur. J. Control 2(4): 291-304 (1996) - [j9]Chi F. Fung, Stephen A. Billings, Wan Luo:
On-line Supervised Adaptive Training Using Radial Basis Function Networks. Neural Networks 9(9): 1597-1617 (1996) - [j8]Guang L. Zheng, Stephen A. Billings:
Radial Basis Function Network Configuration Using Mutual Information and the Orthogonal Least Squares Algorithm. Neural Networks 9(9): 1619-1637 (1996) - 1995
- [j7]Stephen A. Billings, Chi F. Fling:
Recurrent radial basis function networks for adaptive noise cancellation. Neural Networks 8(2): 273-290 (1995) - [j6]Stephen A. Billings, Guang L. Zheng:
Radial basis function network configuration using genetic algorithms. Neural Networks 8(6): 877-890 (1995) - [j5]W. Luo, Stephen A. Billings:
Adaptive model selection and estimation for nonlinear systems using a sliding data window. Signal Process. 46(2): 179-202 (1995) - 1992
- [c3]G. J. Ellwood, Ying Zheng, Stephen A. Billings, John E. W. Mayhew, John P. Frisby:
Ground Plane Motion Parameter Estimation for Non-circular Paths. BMVC 1992: 1-10 - [c2]John E. W. Mayhew, Ying Zheng, Stephen A. Billings:
Layered Architecture for the Control of Micro Saccadic Tracking of a Stereo Camera Head. BMVC 1992: 1-10 - 1990
- [j4]Ying Zheng, David G. Jones, S. A. Billings, John E. W. Mayhew, John P. Frisby:
SWITCHER: a stereo algorithm for ground plane obstacle detection. Image Vis. Comput. 8(1): 57-62 (1990)
1980 – 1989
- 1989
- [c1]Ying Zheng, David G. Jones, Stephen A. Billings, John E. W. Mayhew, John P. Frisby:
SWITCHER: A Stereo Algorithm for Ground Plane Obstacle Detection. Alvey Vision Conference 1989: 1-6 - 1982
- [j3]Stephen A. Billings, S. Y. Fakhouri:
Identification of systems containing linear dynamic and static nonlinear elements. Autom. 18(1): 15-26 (1982)
1970 – 1979
- 1979
- [j2]Stephen A. Billings, Francis M. Boland, H. Nicholson:
Electric arc furnace modelling and control. Autom. 15(2): 137-148 (1979) - 1975
- [j1]D. J. Batey, M. J. H. Sterling, D. J. Antcliffe, S. A. Billings:
The design and implementation of an interactive data analysis package for a process computer. Comput. Aided Des. 7(4): 265-269 (1975)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-01-21 00:01 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
