Wei, Hua-Liang, Dr

Dr Hua-Liang Wei

BSc, MSc, PhD

School of Electrical and Electronic Engineering

Senior Lecturer

w.hualiang@sheffield.ac.uk
+44 114 222 5198

Amy Johnson Building

Full contact details

Dr Hua-Liang Wei
School of Electrical and Electronic Engineering
Amy Johnson Building
Portobello Street
91̽��
S1 3JD

Profile

Dr Wei is head of the following two Labs:

Dynamical Modelling, Data Mining and Decision Making (3DM)
Digital Medicine & Computational Neuroscience (DMCN)

Research interests

Identification and modelling for complex nonlinear systems
- NARMAX methodology and applications.
- Artificial neural networks (ANN), radial basis function networks (RBFN), wavelet neural networks and multiresolution wavelet models, computational statistics, machine learning, intelligent computation and data mining.
- Regression analysis, parameter estimation and optimization, sparse representation.
- Nonlinear and nonstationary (time-varying) signal processing, system identification and data modelling.
- Spatio-temporal system identification and modelling.
Bioscience signal processing and data modelling
- Neurophysiology and neuro-imaging data modelling and analysis.
- EEG, fMRI and ECG data processing, modelling and analysis.
- Data based classification, pattern recognition, anomaly detection, with applications in clinical and medical diagnosis and prognosis.
Forecasting and analysis of complex stochastic dynamical processes with applications in
- Space weather systems.
- Environmental systems.
- Computational economics and finance.
New concepts and methodologies developments for the identification and analysis of nonlinear complex systems.
Applications and developments of signal processing, system identification and data modelling to control engineering, bioengineering, neuroscience, systems/synthetic biology, environments, space weather and other emerging areas.

The Dynamical Modelling, Data Mining and Decision Making (3DM) Lab

As part of the Complex Systems and Signal Processing Research Group, led by Professor Billings, this Lab conducts a wide scope of research in developing methods and algorithms for system identification, dynamical modelling, machine learning, data mining, signal processing, nonlinear system analysis, forecasting and decision making, with applications in general engineering, environment, medicine, neuroscience and computational biology, bioinformatics, cheminformatics, space, social dynamics, model and data based decision making, and other emerging areas.

Collaborations:

Department of Geography, University of 91̽��
Department of Chemistry, University of 91̽��
Department of Oncology, University of 91̽��
Department of Psychology, University of 91̽��
91̽�� Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital
School of Aerospace Engineering, Beijing Institute of Technology, China
School of Automation Science and Electrical Engineering, Beihang University, China

The Digital Medicine & Computational Neuroscience (DMCN) Lab

As part of the Complex Systems and Signal Processing Research Group, led by Professor Billings, this Lab conducts a wide scope of research in developing methods and algorithms for system identification, biomedical and neurophysiological signal processing, causality analysis, time-varying modelling, medical image processing, healthcare, digital medicine, decision making based on digital data.

Collaborations:

●   Department of Chemistry, University of 91̽��
●   Department of Oncology, University of 91̽��
●   Department of Psychology, University of 91̽��
●   91̽�� Teaching Hospitals NHS Foundation Trust, Royal Hallamshire Hospital

Publications

Books

Jiang R, Crookes D, Wei H-L, Zhang L & Chazot P (2022) Recent Advances in Ai-Enabled Automated Medical Diagnosis. CRC Press.
Shigang Yue , Hua-Liang Wei , Lipo Wang & Yibin Song (2010) . IEEE.
Yue S, Wei H-L, Wang L & Song Y (2010) . IEEE.
Shigang Yue , Hua-Liang Wei , Lipo Wang & Yibin Song (2010) . IEEE.

Journal articles

Liu Z-H, Wang C-T, Wei H-L, Zeng B, Li M & Song X-P (2024) . Expert Systems with Applications, 247, 123237-123237.
Wei H (2024) . International Journal of Climatology.
Guo Y, Li Y, Wei H-L & Zhao Y (2023) . Frontiers in Neuroscience, 17, 1302505.
Lu B, Zhang Y, Liu Z, Wei H & Sun Q (2023) . Reliability Engineering & System Safety, 240, 109618-109618.
Yuan S-Z, Liu Z-H, Wei H-L, Chen L, Lv M-Y & Li X-H (2023) . IEEE Transactions on Instrumentation and Measurement, PP(99), 1-1.
Liu Z-H, Chen Q, Wei H-L, Lv M-Y & Chen L (2023) . Measurement, 217, 113097-113097.
Wei H (2023) . Computers and Electronics in Agriculture, 209.
Liu Z-H, Chen L, Wei H-L, Wu F-M, Chen L & Chen Y-N (2023) . Reliability Engineering & System Safety, 230.
Liao Z, Liu Z, Chen L, Lyu M, Wang Z, Wang D, Wu F & Wei H (2022) . Complex System Modeling and Simulation, 2(4), 354-367.
Wei H & Billings SA (2022) . Recent Advances in AI‑enabled Automated Medical Diagnosis, 13-28.
Liu Z-H, Chen L, Wei H-L, Zhang Y, Chen L & Lv M-Y (2022) . IEEE Transactions on Instrumentation and Measurement.
Gosling RC, Gunn E, Wei HL, Gu Y, Rammohan V, Hughes T, Hose DR, Lawford PV, Gunn JP & Morris PD (2022) . European Heart Journal - Digital Health, 3(3), 481-488.
Liu Z-H, Nie J, Wei H-L, Chen L, Wu F-M & Lv M-Y (2022) . IEEE/ASME Transactions on Mechatronics.
Liu Z-H, Nie J, Wei H-L, Chen L, Li X-H & Lv M-Y (2022) . IEEE Open Journal of Power Electronics, 3, 368-381.
Wang C, Liu Z, Wei H, Chen L & Zhang H (2021) . Complex System Modeling and Simulation, 1(4), 308-321.
Cao J, Zhao Y, Shan X, Wei H-L, Guo Y, Chen L, Erkoyuncu JA & Sarrigiannis PG (2021) . Human Brain Mapping.
Lu B-L, Liu Z-H, Wei H-L, Chen L, Zhang H & Li X-H (2021) . IEEE Transactions on Artificial Intelligence.
Wu L, Liu Z, Wei H-L & Wang R (2021) . Memetic Computing.
Liu Z-H, Meng X-D, Wei H-L, Chen L, Lu B-L, Wang Z-H & Chen L (2021) . International Journal of Automation and Computing, 18(4), 581-593.
Zhang Y, Song J, Ding Y, Yuan Y & Wei H-L (2021) . Sensors, 21(5).
Liu Z-H, Jiang L-B, Wei H-L, Chen L & Li X-H (2021) . IEEE Transactions on Instrumentation and Measurement.
Liu Z-H, Lu B-L, Wei H-L, Chen L, Li X & Wang C-T (2020) . IEEE Transactions on Industrial Informatics.
Liu Z-H, Nie J, Wei H-L, Chen L, Li X-H & Zhang H-Q (2020) . IEEE Journal of Emerging and Selected Topics in Power Electronics.
Lin W, Ding Y, Wei H-L, Pan X & Zhang Y (2020) . Sensors, 20(15).
Gu Y, Yang Y, Dewald J, Van der Helm FCT, Schouten AC & Wei H-L (2020) . IEEE Transactions on Biomedical Engineering.
Wu Z, Dong Y-N, Wei H-L & Tian W (2020) . Computer Networks, 173.
Beltran-Perez C, Wei H-L & Rubio-Solis A (2020) . International Journal of Automation and Computing, 17(1), 55-70.
Li Y, Zhang J, Cui W, Yuan H & Wei H (2019) . IEEE Transactions on Instrumentation and Measurement.
Wang Y, Wei H, Lv H, Chen Z, Zhang J, Yan X, Lee L, Wang ZM & Chueh Y-L (2019) . ACS Nano, 13(10), 11235-11248.
Hall RJ, Wei HL & Hanna E (2019) . Quarterly Journal of the Royal Meteorological Society, 145(723), 2568-2585.
Liu Z-H, Lu B-L, Wei H-L, Li X-H & Chen L (2019) . IEEE Sensors Journal.
Liu Z-H, Lu B-L, Wei H-L, Chen L, Li X-H & Rätsch M (2019) . IEEE Transactions on Systems, Man, and Cybernetics: Systems, 1-10.
Li Y, Lei M, Cui W, Guo Y & Wei H (2019) . IEEE Transactions on Biomedical Engineering.
Akinola TE, Oko E, Gu Y, Wei H & Wang M (2019) . Fuel, 239, 1213-1223.
Gu Y, Wei H, Boynton R, Walker S & Balikhin M (2019) . Journal of Geophysical Research: Space Physics, 124(1), 248-263.
Du M, Ding Y, Meng X, Wei H & Zhao Y (2019) . Sensors, 19(2).
Blackburn DJ, Zhao Y, De Marco M, Bell SM, He F, Wei H, Lawrence S, Unwin ZC, Blyth M, Angel J , Baster K et al (2018) . Brain Sciences, 8(7), 134-134.
Gu Y, Wei H & Balikhin M (2018) . Systems Science and Control Engineering, 6(1), 319-328.
Gu Y & Wei H-L (2018) . Information Sciences, 451-452, 195-209.
Ayala-Solares JR, Wei HL & Bigg GR (2018) . Acta Geophysica, 1-13.
Gu Y & Wei HL (2018) . Social Sciences, 7(4).
Li Y, Lei M, Guo Y, Hu Z & Wei H (2018) . IEEE Access, 6, 17826-17840.
Sarrigiannis PG, Zhao Y, He F, Billings SA, Baster K, Rittey C, Yianni J, Zis P, Wei H, Hadjivassiliou M & Grünewald R (2018) . Clinical Neurophysiology, 129(3), 602-617.
Liu Z, Wei H, Li X-H, Liu K & Zhong Q (2018) . IEEE Transactions on Power Electronics, 33(12), 10858-10871.
Wei H & Bigg GR (2017) . Social Sciences, 6(4), 122-122.
Bashir F & Wei H-L (2017) . Neurocomputing.
Senawi A, Wei H & Billings SA (2017) . Pattern Recognition, 67, 47-61.
Zuo C, Wu L, Zen Z-F & Wei H (2017) . International Journal of Applied Mathematics and Computer Sciences, 27(2), 417-433.
Li Y, Cui W, Guo Y, Huang T, Yang X & Wei H (2017) . IEEE Transactions on Neural Networks and Learning Systems, 29(7), 2960-2972.
Ayala Solares JR, Wei H & Billings SA (2017) . Neural Computing & Applications.
Liu ZH, Wei H, Zhong QC, Liu K & Li X (2017) . IEEE Journal of Emerging and Selected Topics in Power Electronics, 5(3), 1334-1345.
Wu L, Liu Z-H, Wei H-L, Zhong Q-C & Xiao X-S (2016) . Journal of Dynamic Systems, Measurement, and Control.
Ayala Solares JR, Wei H, Boynton RJ, Walker SN & Billings SA (2016) . Space Weather, 14(10), 899-916.
Guo Y, Guo LZ, Billings SA & Wei H-L (2016) . International Journal of Systems Science, 47(12), 3044-3054.
Jiang R, Bouridane A, Crookes D, Celebi ME & Wei H-L (2016) . IEEE Transactions on Fuzzy Systems, 24(4), 779-790.
He F, Sarrigiannis PG, Billings SA, Wei H, Rowe J, Romanowski C, Hoggard N, Hadjivassilliou M, Rao DG, Grünewald R , Khan A et al (2016) . Neuroscience, 324, 377-389.
Liu Z-H, Wei H-L, Zhong Q-C, Liu K, Xiao X-S & Wu L-H (2016) . IEEE Transactions on Power Electronics, 32(4), 3154-3165.
Marshall AM, Bigg GR, van Leeuwen SM, Pinnegar JK, Wei H-L, Webb TJ & Blanchard JL (2016) . Global Change Biology, 22(5), 1755-1768.
Guo Y, Guo LZ, Billings SA & Wei H-L (2016) . Neurocomputing, 173, 715-723.
Zhao Y, Bigg GR, Billings SA, Hanna E, Sole AJ, Wei H-L, Kadirkamanathan V & Wilton DJ (2016) . Cold Regions Science and Technology, 121, 167-178.
Wang CE, Wei H, Tan N, Boydston AJ & Pun SH (2016) . Biomacromolecules, 17(1), 69-75.
Li Y, Wei H-L, Billings SA & Sarrigiannis PG (2016) . International Journal of Systems Science, 47(11), 2671-2681.
Wei H, Wang CE, Tan N, Boydston AJ & Pun SH (2015) . ACS Macro Letters, 4(9), 938-941.
Ji C-C, Bao S-J, Lu Z-J, Cai C-J, Yang F, Wei H & Chai H (2015) . Russian Journal of Electrochemistry, 51(8), 782-788.
Ayala Solares JR & Wei H-L (2015) . Nonlinear Dynamics.
Guo Y, Guo LZ, Billings SA & Wei H-L (2015) . International Journal of Systems Science, 46(5), 776-789.
Sarrigiannis PG, Zhao Y, He F, Wei H, Billings SA, Lawrence S, Rowe J, Romanowski C, Hoggard N, Rao DG , Grünewald R et al (2015) . Brain Stimulation, 8(6), 1230-1233.
Billings SA, Guo Y, Guo L & Wei H (2015) . International Journal of Modelling, Identification and Control, 23(1), 1-1.
Yang F, Xu M, Bao S-J, Wei H & Chai H (2014) . Electrochimica Acta, 137, 381-387.
He F, Wei H-L, Billings SA & Sarrigiannis PG (2014) . IEEE Trans Biomed Eng, 61(6), 1693-1701.
Bigg GR, Wei HL, Wilton DJ, Zhao Y, Billings SA, Hanna E & Kadirkamanathan V (2014) . Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 470(2166).
Yu C-Y, Wang Y-M, Li N-M, Liu G-S, Yang S, Tang G-T, He D-X, Tan X-W & Wei H (2014) . Molecular Pharmaceutics, 11(2), 638-644.
He F, Billings SA, Wei H-L & Sarrigiannis PG (2014) . J Neurosci Methods, 225, 71-80.
Wei H, Chu DSH, Zhao J, Pahang JA & Pun SH (2013) . ACS Macro Letters, 2(12), 1047-1050.
Ji C-C, Xu M-W, Bao S-J, Cai C-J, Lu Z-J, Chai H, Yang F & Wei H (2013) . Journal of Colloid and Interface Science, 407, 416-424.
Zhao Y, Billings SA, Wei H-L & Sarrigiannis PG (2013) . IEEE Trans Biomed Eng, 60(11), 3141-3148.
Rastaetter L, Kuznetsova MM, Glocer A, Welling D, Meng X, Raeder J, Wiltberger M, Jordanova VK, Yu Y, Zaharia S , Weigel RS et al (2013) . SPACE WEATHER-THE INTERNATIONAL JOURNAL OF RESEARCH AND APPLICATIONS, 11(4), 187-205.
He F, Billings SA, Wei H-L, Sarrigiannis PG & Zhao Y (2013) . IEEE Trans Biomed Eng, 60(8), 2233-2241.
Wang S, Wei HL, Coca D & Billings SA (2013) . International Journal of Systems Science, 44(2), 223-231.
SHI Zhao-yao 石, ZHANG Bai 张, LIN Jia-chun 林, WEI Hua-liang 魏 & CHEN Xian-min 陈 (2013) . Optics and Precision Engineering, 21(9), 2340-2347.
He F, Wei H & Billings SA (2013) . International Journal of Systems Science.
Sarrigiannis PG, Fotheringham J, Zhao Y, Wei H-L, Billings SA & Hadjivassiliou M (2013) . Clinical Neurophysiology.
Li P, Wei HL, Billings SA, Balikhin MA & Boynton R (2013) . Journal of Computational and Nonlinear Dynamics, 8(4).
Billings CG, Thomas P, Hope-Gill BDM, Wei HL & Linnane SJ (2013) . Respiratory Medicine.
Wei H, Pahang JA & Pun SH (2013) . Biomacromolecules, 14(1), 275-284.
Ji C-C, Xu M-W, Bao S-J, Lu Z-J, Cai C-J, Chai H, Wang R-Y, Yang F & Wei H (2013) . New Journal of Chemistry, 37(12), 4199-4199.
Yang F, Xu M-W, Bao S-J & Wei H (2013) . RSC Advances, 3(47), 25317-25317.
Zhao Y, Billings SA, Wei H, He F & Sarrigiannis PG (2013) . J Neurosci Methods, 212(1), 79-86.
Zhao Y, Billings SA, Wei H & Sarrigiannis PG (2012) . Phys. Rev. E, 86, 051919-051919.
Wei H, Schellinger JG, Chu DSH & Pun SH (2012) . Journal of the American Chemical Society, 134(40), 16554-16557.
Li Y, Wei HL, Billings SA & Liao XF (2012) Time-varying linear and nonlinear parametric model for Granger causality analysis.. Phys Rev E Stat Nonlin Soft Matter Phys, 85(4-1), 041906.
Li Y, Wei HL, Billings SA & Liao XF (2012) . Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, 85(4).
Zhao Y, Wei HL & Billings SA (2012) . IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 42(4), 1283-1287.
Boynton RJ, Balikhin MA, Billings SA, Wei HL & Ganushkina N (2011) . J GEOPHYS RES-SPACE, 116.
Li Y, Wei HL & Billings SA (2011) . IEEE T CONTR SYST T, 19(3), 656-663.
Li Y, Wei H-L, Billings SA & Sarrigiannis PG (2011) . Journal of Neuroscience Methods, 196(1), 151-158.
Balikhin MA, Boynton RJ, Walker SN, Borovsky JE, Billings SA & Wei HL (2011) . Geophysical Research Letters, 38(18).
Yue S, Wei H-L, Li M, Liang Q & Wang L (2011) . Computers and Mathematics with Applications, 62(7), 2683-2684.
Wei HL, Billings SA, Sharma AS, Wing S, Boynton RJ & Walker SN (2011) . ANN GEOPHYS-GERMANY, 29(2), 415-420.
Balikhin MA, Boynton RJ, Billings SA, Gedalin M, Ganushkina N, Coca D & Wei H (2010) . GEOPHYS RES LETT, 37.
Wei HL, Billings SA & Liu JJ (2010) . International Journal of Modelling, Identification and Control, 9(3), 215-224.
Wei HL, Billings SA, Zhao YF & Guo LZ (2010) An adaptive wavelet neural network for spatio-temporal system identification. Neural Networks.
Wei HL & Billings SA (2009) . PHYS LETT A, 373(37), 3324-3329.
Wei H-L, Zheng Y, Pan Y, Coca D, Li L-M, Mayhew JEW & Billings SA (2009) . IEEE Trans Biomed Eng, 56(6), 1606-1616.
Shi Z, Tang J, Wei H, Gao Y & Liu C (2009) Gear in-line measuring machine based on double-flank gear rolling test with multi-degrees of freedom. Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 30(2), 303-307.
Wei HL & Billings SA (2009) . INT J CONTROL, 82(11), 1991-2001.
Wei HL, Billings SA, Zhao YF & Guo LZ (2009) . IEEE T NEURAL NETWOR, 20(1), 181-185.
Wei HL & Billings SA (2009) . INT J CONTROL, 82(1), 27-42.
Wei HL & Billings SA (2008) . INT J BIFURCAT CHAOS, 18(12), 3611-3624.
Billings SA & Wei HL (2008) . INT J CONTROL, 81(5), 714-724.
Wei H-L, Lang Z-Q & Billings SA (2008) . International Journal of Modelling, Identification and Control, 5(2), 93-104.
Wei H-L & Billings SA (2008) . International Journal of Modelling, Identification and Control, 3(4), 341-356.
Billings SA, Wei H-L & Balikhin MA (2007) . Neural Netw, 20(10), 1081-1094.
Wei HL, Lang ZQ & Billings SA (2007) . IEEE T CIRCUITS-II, 54(6), 532-536.
Wei HL & Billings SA (2007) . International Journal of Modelling, Identification and Control, 2(4), 273-282.
Wei HL, Zhu DQ, Billings SA & Balikhin MA (2007) . ADV SPACE RES, 40(12), 1863-1870.
Billings SA & Wei HL (2007) . IEEE T NEURAL NETWOR, 18(1), 306-310.
Wei H-L & Billings SA (2007) . IEEE Trans Pattern Anal Mach Intell, 29(1), 162-166.
Wei HL, Billings SA & Balikhin MA (2006) . INT J SYST SCI, 37(15), 1089-1096.
Billings SA, Guo LZ & Wei HL (2006) . INT J SYST SCI, 37(14), 1021-1038.
Guo LZ, Billings SA & Wei HL (2006) . INT J CONTROL, 79(9), 1118-1135.
Wei HL & Billings SA (2006) . INT J CONTROL, 79(6), 569-580.
Wei HL & Billings SA (2006) An efficient nonlinear cardinal B-spline model for high tide forecasts at the Venice Lagoon. NONLINEAR PROC GEOPH, 13(5), 577-584.
Billings SA & Wei H-L (2005) . IEEE Trans Neural Netw, 16(4), 862-874.
Billings SA & Wei HL (2005) . INT J SYST SCI, 36(3), 137-152.
Wei HL, Billings SA & Balikhin M (2004) . J GEOPHYS RES-SPACE, 109(A7).
Wei HL & Billings SA (2004) . INT J SYST SCI, 35(9), 511-526.
Wei HL & Billings SA (2004) . INT J CONTROL, 77(4), 351-366.
Wei HL, Billings SA & Liu J (2004) . INT J CONTROL, 77(1), 86-110.
Wei HL, Billings SA & Balikhin M (2004) Analysis of the geomagnetic activity of the D-st index and self-affine fractals using wavelet transforms. NONLINEAR PROC GEOPH, 11(3), 303-312.
Wei HL & Billings SA (2002) . INT J SYST SCI, 33(15), 1217-1228.
Wei H, Shan JY & Wang Z (2002) Modelling the three-axes motion simulator system. Computer Simulation, 19(3), 5-7.
Wei H, Meng X, Liu ZZ & Wang Z (2002) Error analysis and error modelling of a hardware-in-the-loop simulation system. Computer Simulation, 19(2), 7-9.
Wei H, Zhao Y & Liu ZZ (2001) Modelling and simulation credibility analysis and package design for simulation verification. Computer Simulation, 18(4), 41-44.
Wei H, Meng X & Wang Z (2001) Experiment design of a hard-ware-in-the-loop simulation system. Computer Simulation, 18(2), 18-20.
Wei H, Shan JY & Li ZW (2001) Modelling, simulation and simulation verification, validation and accreditation for complex dynamic systems. Computer Simulation, 18(1), 7-10.
Wei H, Liu ZZ, Wang Z & Li ZW (2000) Problems and principles in credibility evaluation of modelling and simulation for nonlinear complex dynamic systems. Journal of System Simulation, 12(1), 39-42.
Wei H-L, Wang G & Liu Z-H () . Academia Engineering, 3(4).
Nikentari N & Wei H-L () . International Journal of Electrical and Computer Engineering (IJECE), 14(1), 960-960.
Wei H () An Adaptive Interval Construction Based GRU Model for Short-term Wind Speed Interval Prediction Using Two Phase Search Strategy. IEEE Open Journal of Signal Processing.
Wei H () Modelling Short-term Appliance Energy Use with Interpretable Machine Learning: A System Identification Approach. Arabian Journal for Science and Engineering.
Wei H () . IEEE Transactions on Systems, Man, and Cybernetics: Systems.
Wei H () . Applied Intelligence.
Wei H () Multimedia Traffic Classification for Imbalanced Environment. IEEE Transactions on Network Science and Engineering.
Wei H () . Journal of Field Robotics.
Tan J-KY, Choi JL, Wei H, Schellinger JG & Pun SH () . Biomaterials Science, 3(1), 112-120.
Wei H, Xu M-W, Bao S-J, Yang F & Chai H () . RSC Adv., 4(33), 16979-16984.
Wei H () A Novel Time-Varying Modelling and Signal Processing Approach for Epileptic Seizure Detection and Classification. Neural Computing and Applications.
Boynton R, Balikhin M & Wei H () .
Wei H () How Weather Conditions Affect the Spread of Covid-19: Findings from a Study Using Contrastive Learning and NARMAX Models. Recent Advances in AI‑enabled Automated Medical Diagnosis.
Wei H () New Measurement of the Body Mass Index with Bioimpedance Using a Novel Interpretable Takagi-Sugeno Fuzzy NARX Predictive Model. Recent Advances in AI‑enabled Automated Medical Diagnosis.
Wei H () A Modified Dynamic Time Warping (MDTW) Approach and Innovative Average Non-Self Match Distance (ANSD) Method for Anomaly Detection in ECG Recordings. Recent Advances in AI‑enabled Automated Medical Diagnosis.
Wei H-L () Characterising Linear Spatio-Temporal Dynamical Systems in the Frequency Domain.
Wei H-L & Billings SA () Quasi-Linear Transfer Function: A New Method for Frequency Domain Analysis of Nonlinear Systems.

Chapters

Yao X & Wei H-L (2022) , Recent Advances in AI-enabled Automated Medical Diagnosis (pp. 281-303). CRC Press
Xu Y, Li J, Ding Y & Wei H-L (2021) , Computer Vision – ACCV 2020 (pp. 88-103). Springer International Publishing
Boynton R, Balikhin M, Wei HL & Lang ZQ (2018) , Machine Learning Techniques for Space Weather (pp. 203-236).
Boynton R, Balikhin M, Wei H-L & Lang Z-Q (2018) , Machine Learning Techniques for Space Weather (pp. 203-236). Elsevier
Alves LR, Angelopoulos V, Baker DN, Bala R, Balikhin M, Bortnik J, Boynton R, Camporeale E, Carè A, Chandorkar M , Chu X et al (2018) , Machine Learning Techniques for Space Weather (pp. xi-xii). Elsevier

Conference proceedings papers

Liu Z-H, Jiang L-B, Wei H-L, Wang C-T, Lv M-Y & Chen L (2022) . 2022 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD), 30 November 2022 - 2 December 2022.
Zhang S & Wei H-L (2022) . 2022 27th International Conference on Automation and Computing (ICAC), 1 September 2022 - 3 September 2022.
Nikentari N & Wei H-L (2022) . 2022 27th International Conference on Automation and Computing (ICAC), 1 September 2022 - 3 September 2022.
Nikentari N & Wei H-L (2022) . 2022 27th International Conference on Automation and Computing (ICAC), 1 September 2022 - 3 September 2022.
Sun B & Wei H-L (2022) . 2022 27th International Conference on Automation and Computing (ICAC), 1 September 2022 - 3 September 2022.
Sun Y & Wei H-L (2022) . 2022 27th International Conference on Automation and Computing (ICAC), 1 September 2022 - 3 September 2022.
Wang G & Wei H-L (2022) . 2022 27th International Conference on Automation and Computing (ICAC), 1 September 2022 - 3 September 2022.
Rubio-Solis A, Beltran-Perez C & Wei H-L (2022) (pp 347-362)
Gosling R, Gunn E, Wei HL, Gu Y, Rammohan V, Hughes T, Hose DR, Lawford PV, Gunn JP & Morris PD (2021) . European Heart Journal, Vol. 42(Suppl 1) (pp 1074-1074). Digital Congress, 27 August 2021 - 27 August 2021.
Sachin Prabhu HR & Wei H-L (2020) (pp 625-640)
Gu Y, Wei H, Balikhin M, Boynton R & Walker S (2019) . Proceedings of the 25th International Conference on Automation and Computing (ICAC), 5 September 2019 - 7 September 2019.
Wei H & Billings S (2019) . Proceedings of the 5th IEEE Int. Con. on Data Science and Systems (pp 2743-2750). Zhangjiajie, China, 10 August 2019 - 12 August 2019.
Wei H (2019) . Proceedings of the 2019 International Work-Conference on Artificial Neural Networks (Advances in Computational Intelligence), Vol. 15 (pp 103-114). Gran Canaria, Spain, 12 June 2019 - 14 June 2019.
Wei H (2019) . Proceedings of the 2019 International Work-Conference on Artificial Neural Networks (Advances in Computational Intelligence) (pp 15-26). Gran Canaria, Spain, 12 June 2019 - 14 June 2019.
Beltran Perez C & Wei H (2018) . Publisher:. Newcastle upon Tyne, UK, 6 September 2018 - 7 September 2018.
Wu L, Wang H-Y, Zuo C & Wei H-L (2018) . 2018 13th World Congress on Intelligent Control and Automation (WCICA), 4 July 2018 - 8 July 2018.
Perez CB & Wei H-L (2018) Image Classification Using Generalized Multiscale RBF Networks and Discrete Cosine Transform. 2018 24TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTING (ICAC' 18) (pp 113-+)
Prabhu HRS & Wei H-L (2017) . 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 14 November 2017 - 16 November 2017.
Yao X & Wei H-L (2017) . 2017 9th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), 29 June 2017 - 1 July 2017.
Gu Y, Wei H-L, Boynton RJ, Walker SN & Balikhin MA (2017) . 2017 9th International Conference on Electronics, Computers and Artificial Intelligence (ECAI), 29 June 2017 - 1 July 2017.
Xinxin Yao & Wei H-L (2017) . 2017 23rd International Conference on Automation and Computing (ICAC), 7 September 2017 - 8 September 2017.
Gu Y, Wei H-L & Balikhin MA (2017) . 2017 23rd International Conference on Automation and Computing (ICAC), 7 September 2017 - 8 September 2017.
Beltran Perez C & Wei H-L (2017) . 2017 23rd International Conference on Automation and Computing (ICAC), 7 September 2017 - 8 September 2017.
Prabhu HRS & Wei H-L (2017) . Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics (pp 406-413), 26 July 2017 - 28 July 2017.
Bashir F & Wei H-L (2016) . 2016 IEEE Intl Conference on Computational Science and Engineering (CSE) and IEEE Intl Conference on Embedded and Ubiquitous Computing (EUC) and 15th Intl Symposium on Distributed Computing and Applications for Business Engineering (DCABES), 24 August 2016 - 26 August 2016.
Gu Y & Wei H-L (2016) . 2016 22nd International Conference on Automation and Computing (ICAC), 7 September 2016 - 8 September 2016.
Yao X & Wei H-L (2016) . 2016 22nd International Conference on Automation and Computing (ICAC), 7 September 2016 - 8 September 2016.
Yao X & Wei H-L (2016) . 2016 22nd International Conference on Automation and Computing (ICAC), 7 September 2016 - 8 September 2016.
Bashir F & Wei H-L (2016) . 2016 24th Mediterranean Conference on Control and Automation (MED), 21 June 2016 - 24 June 2016.
Blackburn DJ, Zhou Y, Bell S, De Marco M, Wilkinson I, He F, Wei HL, Farrow T, Venneri A & Sarrigiannis P (2016) . Alzheimer's & Dementia, Vol. 12 (pp P353-P354)
Alvarez JA, Wei HL & Ibargüengoytia PH (2015) . Day 3 Fri, November 20, 2015, 18 November 2015 - 20 November 2015.
Bashir F & Hua-Liang Wei (2015) . 2015 19th International Conference on System Theory, Control and Computing (ICSTCC), 14 October 2015 - 16 October 2015.
Bashir F, Wei H-L & Benomair A (2015) . 2015 20th International Conference on Methods and Models in Automation and Robotics (MMAR), 24 August 2015 - 27 August 2015.
Lv S, Ding Y & Wei H (2015) (pp 319-324)
Chan L, Ngambenjawong C, Chu D, Cieslewicz M, Wang X, Wei H, Cheng Y, White N, Horner P & Pun S (2015) Synthesis and evaluation of peptide-based polymers for biomedical applications. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, Vol. 249
Wei H-L, Balikhin MA & Walker SN (2015) . 2015 10th International Conference on Computer Science & Education (ICCSE), 22 July 2015 - 24 July 2015.
Wei H-L, Zhao Y & Jiang R (2015) . 2015 10th International Conference on Computer Science & Education (ICCSE), 22 July 2015 - 24 July 2015.
A. A. Bashir F & Wei H-L (2015) . Proceedings of the International Conference on Pattern Recognition Applications and Methods, 10 January 2015 - 12 January 2015.
Pun S, Chu D, Cieslewicz M, Johnson R, Schellinger J, Shi J & Wei H (2013) Phage panning, peptides, and polymers: From ligand identification to in vivo applications for drug delivery. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, Vol. 246
Yang J, Wei HL, Kadirkamanathan V & Lin X (2012) . Proceedings - International Conference on Machine Learning and Cybernetics, Vol. 3 (pp 949-955)
Yang J, Ling X, Yao L, Wei H & Kadirkamanathan V (2012) . 2012 IEEE 6th International Conference on Systems Biology, ISB 2012 (pp 158-163)
Wei HL, Zhao Y, Billings SA & Zhao J (2012) . CIMSA 2012 - 2012 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, Proceedings (pp 102-107)
(2011) . Computational Intelligence in Control and Automation (CICA), 11 April 2011 - 15 April 2011.
Yue S, Wei HL, Wang L & Song Y (2010) . Proceedings - 2010 6th International Conference on Natural Computation, ICNC 2010, Vol. 1
Wei H & Billings SA (2005) Singularity and similarity detection for signals using the wavelet transform. Proc of 11th Annual Conference of Chinese Automation and Computing Society Conference in the UK (pp 25-30). 91̽��, England, 10 September 2005.
Billings SA & Wei HL (2005) Singularity and simlarity detection for systems using the wavelet transform. 11th Annual Conference of Chinese Automation and Computer Society in the UK (pp 25-30). 91̽��, UK, 10 September 2005 - 10 September 2005.
Wei H, Billings SA & Balikhin MA (2002) Wavelet-based nonparametric additive models for nonlinear system identification. 8th Annual Conference of Chinese Automation and Computer Society in the UK (pp 20-25). Beijing, PR China, 21 September 2002 - 22 September 2002.
Wei H & Liu ZZ (2000) Modelling complex systems by an abstraction and formalization approach. 3rd World Congress on Intelligent Control and Automation, Vol. 1-5 (pp 2119-2123). Hefei, PR China, 28 June 2000 - 2 July 2000.
Wei H () Uncertainty-Informed Model Selection Method for Nonlinear System Identification and Interpretable Machine Learning. 32nd Mediterranean Conference on Control and Automation (MED), June 11-14, 2024 | Chania, Crete, Greece. pp. 909-914.
Wei H () On Sparse Nonlinear System Identification Using Orthogonal Matching Pursuit, Orthogonal Least Squares and LASSO. 32nd Mediterranean Conference on Control and Automation (MED 2024) June 11-14, 2024 | Chania, Crete, Greece.
Wei H () Assessing Uncertainty in Space Weather Forecasting Using Quantile Regression and Complex Nonlinear Systems Identification Techniques. 2023 International Conference on Computing, Electronics & Communications Engineering 2023 (iCCECE '23), Swansea, UK
Wei H, Bigg G & Hanna E () Predicting the Atlantic Meridional Overturning Circulation Using Nonlinear System Identification Methods and NARMAX Models. Proc. 8th World Multidisciplinary Earth Sciences Symposium (WMESS 2023)
Wei H () System Identification-informed Transparent and Explainable Machine Learning with Application to Power Consumption Forecasting. Proc. of the International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME 2023)
Solares JRA & Wei HL () . USES Conference Proceedings

Preprints

Li Y, Lei M, Zhang X, Cui W, Guo Y, Huang T-W & Wei H-L (2018) , arXiv.
Li Y, Lei M, Cui W, Guo Y & Wei H-L (2018) , arXiv.
Pearson S, Hall RJ, Wei H-L, Ma Y, Fang S & Hanna E () .
Liu Z-H, Nie J, Wei H-L, Wu F-M, Chen L & Zhang Z () , Research Square Platform LLC.

Grants

Modelling uncertainties in radiation belt forecasts, STFC, 04/2024 - 03/2027, £538,897, as PI

PICANTE - , NERC, 02/2024 - 10/2027, £2,060,245, as Co-PI.

EU Horizon 2020, Co-PI, `Prediction of Grespace Radiation Environment and Solar Wind Parameters (PROGRESS), 2 January 2015 to 1 January 2018, €2,5M (91̽�� €700,000).

EPSRC Platform Grant, S A Billings, V Kadirkamanathan, Z Q Lang, D Coca, M Balikhin, H L Wei, `System Identification and Information Processing for Complex Systems´, 4 January 2010 - 3 January 2015, £1,21��

Royal Society Collaboration Grant, V. Kadirkamanathan and H. L. Wei, `Investigation of the control mechanism on co-culture bioethanol producing system´, 2010 -2012, £11,950

EPSRC, H L Wei, `System Identification and Data Modelling of Complex Nonlinear and Nonstationary Processes´, 4 January 2011 to 31 March 2012, £101,004

The Ryder Briggs Charity, P.G. Sarrigiannis, Y. Zhao, H .L. Wei, F. He, S. A. Billings, `The thalamic clock and the cortical focus theory in childhood absence epilepsy—an insight with a new approach of quantitative EEG analysis in the time domain: the error reduction ratio method´, 1 April 2013 to 3 March 2014, £8,378

Teaching activities

Data Modelling and Analysis (UG)
Optimisation and Search (MEng)
Optimisation and Search (MSc)
Nonlinear Systems (MEng)
Advanced Controller Design (MEng)
State-Space, Optimal Control and Nonlinear Systems (MSc)

Professional activities and memberships

Chair, Programme Committee - ICNC’10 (the 6th International Conference on Natural Computation 2010), Yantai, China, August 10-12, 2010.
Programme Committee member for a number of international conferences.
Reviewer for many international journals.
Reviewer for many international conferences.