Hua-Liang Wei

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 71

Top Venues

ICAC

CoRR

Sensors

IEEE Trans. Instrum. Meas.

Publications

Shi-Zheng Yuan, Zhao-Hua Liu, Hua-Liang Wei, Lei Chen, Mingyang Lv, Xiao-Hua Li
A Variational Auto-Encoder-Based Multisource Deep Domain Adaptation Model Using Optimal Transport for Cross-Machine Fault Diagnosis of Rotating Machinery. IEEE Trans. Instrum. Meas. 73 (2024)
Yuanlin Gu, Hua-Liang Wei
Uncertainty-Informed Model Selection Method for Nonlinear System Identification and Interpretable Machine Learning. MED (2024)
Hua-Liang Wei
On Sparse Nonlinear System Identification Using Orthogonal Matching Pursuit, Orthogonal Least Squares and LASSO. MED (2024)
Zhao-Hua Liu, Chang-Tong Wang, Hua-Liang Wei, Bing Zeng, Ming Li, Xiao-Ping Song
A wavelet-LSTM model for short-term wind power forecasting using wind farm SCADA data. Expert Syst. Appl. 247 (2024)
Siyu Zhang, Hua-Liang Wei, Jinliang Ding
An effective zero-shot learning approach for intelligent fault detection using 1D CNN. Appl. Intell. 53 (12) (2023)
Pingping Tang, Yuning Dong, Shiwen Mao, Hua-Liang Wei, Jiong Jin
Online Classification of Network Traffic Based on Granular Computing. IEEE Trans. Syst. Man Cybern. Syst. 53 (8) (2023)
Biliang Lu, Yingjie Zhang, Zhaohua Liu, Hua-Liang Wei, Qingshuai Sun
A novel sample selection approach based universal unsupervised domain adaptation for fault diagnosis of rotating machinery. Reliab. Eng. Syst. Saf. 240 (2023)
Zhao-Hua Liu, Liang Chen, Hua-Liang Wei, Fa-Ming Wu, Lei Chen, Ya-Nan Chen
A Tensor-based domain alignment method for intelligent fault diagnosis of rolling bearing in rotating machinery. Reliab. Eng. Syst. Saf. 230 (2023)
Yiming Sun, Hua-Liang Wei
Efficient Mask Attention-Based NARMAX (MAB-NARMAX) Model Identification. ICAC (2022)
Yutong Zhang, Yan Ding, Jianmei Song, Jiaxin Li, Hua-Liang Wei
A fast manhattan frame estimation method based on normal vectors. J. Field Robotics 39 (5) (2022)
Jiaxin Li, Yan Ding, Hua-Liang Wei, Yutong Zhang, Wenxiang Lin
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking. Sensors 22 (15) (2022)
Guoliang Wang, Hua-Liang Wei
A Hybrid 1DCNN-SVM Model for Bearing Fault Recognition and Classification. ICAC (2022)
Bo Sun, Hua-Liang Wei
Machine Learning for Medical and Healthcare Data Analysis and Modelling: Case Studies and Performance Comparisons of Different Methods. ICAC (2022)
Zhao-Hua Liu, Liang Chen, Hua-Liang Wei, Ying Zhang, Lei Chen, Mingyang Lv
A Coarse-to-Fine Bilevel Adversarial Domain Adaptation Method for Fault Diagnosis of Rolling Bearings. IEEE Trans. Instrum. Meas. 71 (2022)
Nerfita Nikentari, Hua-Liang Wei
Tide Level Prediction Using NARX-based Recurrent Neural Networks. ICAC (2022)
Nerfita Nikentari, Hua-Liang Wei
Multi-Task Learning for Time Series Forecasting Using NARMAX-LSTM. ICAC (2022)
Siyu Zhang, Hua-Liang Wei
Zero-Shot Learning for Intelligent Fault Detection. ICAC (2022)
Zhong Liao, Zhaohua Liu, Lei Chen, Mingyang Lyu, Zhengheng Wang, Dian Wang, Fa-Ming Wu, Hua-Liang Wei
An Integrated Observer Framework Based Mechanical Parameters Identification for Adaptive Control of Permanent Magnet Synchronous Motor. Complex Syst. Model. Simul. 2 (4) (2022)
Zheng Wu, Yu-ning Dong, Jiong Jin, Hua-Liang Wei, Gaogang Xie
Multimedia Traffic Classification for Imbalanced Environment. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Jiaxin Li, Yan Ding, Hua-Liang Wei
SimpleTrack: Rethinking and Improving the JDE Approach for Multi-Object Tracking. CoRR (2022)
Yuanlin Gu, Yuan Yang, Julius P. A. Dewald, Frans C. T. van der Helm, Alfred C. Schouten, Hua-Liang Wei
Nonlinear Modeling of Cortical Responses to Mechanical Wrist Perturbations Using the NARMAX Method. IEEE Trans. Biomed. Eng. 68 (3) (2021)
Zhao-Hua Liu, Bi-Liang Lu, Hua-Liang Wei, Lei Chen, Xiao-Hua Li, Matthias Rätsch
Deep Adversarial Domain Adaptation Model for Bearing Fault Diagnosis. IEEE Trans. Syst. Man Cybern. Syst. 51 (7) (2021)
Zhao-Hua Liu, Xudong Meng, Hua-Liang Wei, Liang Chen, Bi-Liang Lu, Zhenheng Wang, Lei Chen
A Regularized LSTM Method for Predicting Remaining Useful Life of Rolling Bearings. Int. J. Autom. Comput. 18 (4) (2021)
Bi-Liang Lu, Zhao-Hua Liu, Hua-Liang Wei, Lei Chen, Hongqiang Zhang, Xiao-Hua Li
A Deep Adversarial Learning Prognostics Model for Remaining Useful Life Prediction of Rolling Bearing. IEEE Trans. Artif. Intell. 2 (4) (2021)
Yiming Xu, Jiaxin Li, Yiheng Peng, Yan Ding, Hua-Liang Wei
A Global to Local Double Embedding Method for Multi-person Pose Estimation. CoRR (2021)
Yutong Zhang, Jianmei Song, Yan Ding, Yating Yuan, Hua-Liang Wei
FSD-BRIEF: A Distorted BRIEF Descriptor for Fisheye Image Based on Spherical Perspective Model. Sensors 21 (5) (2021)
Zhao-Hua Liu, Bi-Liang Lu, Hua-Liang Wei, Lei Chen, Xiao-Hua Li, Chang-Tong Wang
A Stacked Auto-Encoder Based Partial Adversarial Domain Adaptation Model for Intelligent Fault Diagnosis of Rotating Machines. IEEE Trans. Ind. Informatics 17 (10) (2021)
Hua-Liang Wei, S. A. Billings
Quasi-Linear Transfer Function: A New Method for Frequency Domain Analysis of Nonlinear Systems. CoRR (2021)
Chang-Tong Wang, Zhaohua Liu, Hua-Liang Wei, Lei Chen, Hongqiang Zhang
Hybrid Deep Learning Model for Short-Term Wind Speed Forecasting Based on Time Series Decomposition and Gated Recurrent Unit. Complex Syst. Model. Simul. 1 (4) (2021)
Lianghong Wu, Zhenzu Liu, Hua-Liang Wei, Rui Wang
An efficient bilevel differential evolution algorithm with adaptation of lower level population size and search radius. Memetic Comput. 13 (2) (2021)
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 (2021)
Hua-Liang Wei
Characterising Linear Spatio-Temporal Dynamical Systems in the Frequency Domain. CoRR (2021)
Qing-Hua Wang, Hua-Liang Wei, Lina Wang, Song Xu
A novel time-varying modeling and signal processing approach for epileptic seizure detection and classification. Neural Comput. Appl. 33 (11) (2021)
Zhaohua Liu, Lin-Bo Jiang, Hua-Liang Wei, Lei Chen, Xiao-Hua Li
Optimal Transport-Based Deep Domain Adaptation Approach for Fault Diagnosis of Rotating Machine. IEEE Trans. Instrum. Meas. 70 (2021)
Yang Li, Jing-Bo Zhang, Wei-Gang Cui, Heng Yuan, Hua-Liang Wei
A Multiple Beta Wavelet-Based Locally Regularized Ultraorthogonal Forward Regression Algorithm for Time-Varying System Identification With Applications to EEG. IEEE Trans. Instrum. Meas. 69 (3) (2020)
Carlos Beltran Perez, Hua-Liang Wei, Adrian Rubio-Solis
Generalized Multiscale RBF Networks and the DCT for Breast Cancer Detection. Int. J. Autom. Comput. 17 (1) (2020)
Wenxiang Lin, Yan Ding, Hua-Liang Wei, Xinglin Pan, Yutong Zhang
LdsConv: Learned Depthwise Separable Convolutions by Group Pruning. Sensors 20 (15) (2020)
Yiming Xu, Jiaxin Li, Yan Ding, Hua-Liang Wei
A Global to Local Double Embedding Method for Multi-person Pose Estimation. ACCV (5) (2020)
Zheng Wu, Yu-ning Dong, Hua-Liang Wei, Wei Tian
Consistency measure based simultaneous feature selection and instance purification for multimedia traffic classification. Comput. Networks 173 (2020)
Yuanlin Gu, Hua-Liang Wei, Michael A. Balikhin, Richard J. Boynton, Simon N. Walker
Machine Learning Enhanced NARMAX Model for Dst Index Forecasting. ICAC (2019)
Hua-Liang Wei
Sparse, Interpretable and Transparent Predictive Model Identification for Healthcare Data Analysis. IWANN (1) (2019)
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)
Yang Li, Meng-Ying Lei, Wei-Gang Cui, Yuzhu Guo, Hua-Liang Wei
A Parametric Time-Frequency Conditional Granger Causality Method Using Ultra-Regularized Orthogonal Least Squares and Multiwavelets for Dynamic Connectivity Analysis in EEGs. IEEE Trans. Biomed. Eng. 66 (12) (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)
Hua-Liang Wei
Boosting Wavelet Neural Networks Using Evolutionary Algorithms for Short-Term Wind Speed Time Series Forecasting. IWANN (1) (2019)
Ming Du, Yan Ding, Xiuyun Meng, Hua-Liang Wei, Yifan Zhao
Distractor-Aware Deep Regression for Visual Tracking. Sensors 19 (2) (2019)
Yang Li, Wei-Gang Cui, Yuzhu Guo, Tingwen Huang, Xiao-Feng Yang, Hua-Liang Wei
Time-Varying System Identification Using an Ultra-Orthogonal Forward Regression and Multiwavelet Basis Functions With Applications to EEG. IEEE Trans. Neural Networks Learn. Syst. 29 (7) (2018)
Yang Li, Meng-Ying Lei, Xianrui Zhang, Wei-Gang Cui, Yuzhu Guo, Tingwen Huang, Hua-Liang Wei
Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis. CoRR (2018)
Faraj A. A. Bashir, Hua-Liang Wei
Handling missing data in multivariate time series using a vector autoregressive model-imputation (VAR-IM) algorithm. Neurocomputing 276 (2018)
Yang Li, Meng-Ying Lei, Yuzhu Guo, Zhongyi Hu, Hua-Liang Wei
Time-Varying Nonlinear Causality Detection Using Regularized Orthogonal Least Squares and Multi-Wavelets With Applications to EEG. IEEE Access 6 (2018)
Carlos Beltran Perez, Hua-Liang Wei
Image Classification Using Generalized Multiscale RBF Networks and Discrete Cosine Transform. ICAC (2018)
Yuanlin Gu, Hua-Liang Wei
A robust model structure selection method for small sample size and multiple datasets problems. Inf. Sci. (2018)
H. R. Sachin Prabhu, Hua-Liang Wei
Incremental modelling of transcriptional regulatory networks. GlobalSIP (2017)
H. R. Sachin Prabhu, Hua-Liang Wei
Preprocessing Graphs for Network Inference Applications. ICINCO (1) (2017)
Cili Zuo, Lianghong Wu, Zhao-Fu Zeng, Hua-Liang Wei
Stochastic Fractal Based Multiobjective Fruit Fly Optimization. Int. J. Appl. Math. Comput. Sci. 27 (2) (2017)
H. R. Sachin Prabhu, Hua-Liang Wei
BNCA: Full-rank Factorisable Subgraphs Based Unique Structure-Constrained Matrix Factorisation. ICINCO (Selected Papers) (2017)
Yuanlin Gu, Hua-Liang Wei, Richard J. Boynton, Simon N. Walker, Michael A. Balikhin
Prediction of Kp index using NARMAX models with a robust model structure selection method. ECAI (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)
Xinxin Yao, Hua-Liang Wei
Short-term stock price forecasting based on similar historical patterns extraction. ICAC (2017)
Xinxin Yao, Hua-Liang Wei
Improving K-means clustering performance using a new global time-series averaging method. ECAI (2017)
Carlos Beltran Perez, Hua-Liang Wei
Digital image classification and detection using a 2D-NARX model. ICAC (2017)
Yuanlin Gu, Hua-Liang Wei, Michael A. Balikhin
Nonlinear dynamic predictive model selection and interference using information criteria. ICAC (2017)
Faraj A. A. Bashir, Hua-Liang Wei
Handling Missing Data in Multivariate Time Series Using a Vector Autoregressive Model Based Imputation (VAR-IM) Algorithm. Part II: VAR-IM Algorithm Versus Modern Methods. CSE/EUC/DCABES (2016)
Xinxin Yao, Hua-Liang Wei
Walking gestures recognition based on a novel symbolic representation. ICAC (2016)
Faraj A. A. Bashir, Hua-Liang Wei
Handling missing data in multivariate time series using a vector autoregressive model based imputation (VAR-IM) algorithm: Part I: VAR-IM algorithm versus traditional methods. MED (2016)
Xinxin Yao, Hua-Liang Wei
Off-line signature verification based on a new symbolic representation and dynamic time warping. ICAC (2016)
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 (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)
Yuanlin Gu, Hua-Liang Wei
Analysis of the relationship between lifestyle and life satisfaction using transparent and nonlinear parametric models. ICAC (2016)
Richard Jiang, Ahmed Bouridane, Danny Crookes, M. Emre Celebi, Hua-Liang Wei
Privacy-Protected Facial Biometric Verification Using Fuzzy Forest Learning. IEEE Trans. Fuzzy Syst. 24 (4) (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)
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)
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)
Faraj A. A. Bashir, Hua-Liang Wei
Using Nonlinear Models to Enhance Prediction Performance with Incomplete Data. ICPRAM (1) (2015)
Faraj A. A. Bashir, Hua-Liang Wei, Abdollha M. Benomair
Model selection to enhance prediction performance in the presence of missing data. MMAR (2015)
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)
Jing Yang, Hua-Liang Wei, Visakan Kadirkamanathan, Xiaofang Lin
System identification from small data sets using an output jittering method with application to model estimation of bioethanol production. ICMLC (2012)
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) (2012)
Jing Yang, Xiaofang Ling, Lishan Yao, Hua-Liang Wei, Visakan Kadirkamanathan
System identification of the fermentation system of Thermoanaerobacter sp. X514. ISB (2012)
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)
Shigang Yue, Hua-Liang Wei, Maozhen Li, Qilian Liang, Lipo Wang
ICNC-FSKD 2010 Special Issue on Computers & Mathematics in Natural Computation and Knowledge Discovery. Comput. Math. Appl. 62 (7) (2011)
Shigang Yue, Hua-Liang Wei, Lipo Wang, Yibin Song
Preface. ICNC (2010)
Shigang Yue, Hua-Liang Wei, Lipo Wang, Yibin Song
Preface. ICNC (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)
Shigang Yue, Hua-Liang Wei, Lipo Wang, Yibin Song
Preface. ICNC (2010)
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) (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)
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)
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)
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)
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)
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)
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)
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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hua-Liang Wei