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Hua-Liang Wei
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Publications
- 2021
- [i3]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) - [i2]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) - 2019
- [j43]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) - [c25]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
- [j35]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) - 2016
- [j34]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) - [j33]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) - [j32]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) - 2015
- [j30]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) - [j29]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) - [j28]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) - 2014
- [j27]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
- [j26]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) - [j25]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) - [j24]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
- [j23]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
- [j21]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) - 2010
- [j20]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) - [j19]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) - 2009
- [j18]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) - [j17]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) - [j16]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) - [j15]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) - 2008
- [j14]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) - [j13]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) - [j12]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) - [j11]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) - 2007
- [j10]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) - [j9]Stephen A. Billings, Hua-Liang Wei, Michael A. Balikhin:
Generalized multiscale radial basis function networks. Neural Networks 20(10): 1081-1094 (2007) - [j8]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) - [j7]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) - [j6]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) - 2006
- [j5]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) - [j4]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) - 2005
- [j3]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) - [j2]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) - 2004
- [j1]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)
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