Items where authors include "Wei, H."

Article

Wei, H. orcid.org/0000-0002-4704-7346 (2024) North Atlantic atmospheric circulation indices: links with summer and winter temperature and precipitation in north-west Europe, including persistence and variability. International Journal of Climatology. ISSN 0899-8418

Simpson, I. orcid.org/0009-0004-5525-9287, Hanna, E. orcid.org/0000-0002-8683-182X, Baker, L. orcid.org/0000-0003-0738-9488 et al. (2 more authors) (2024) North Atlantic atmospheric circulation indices: links with summer and winter temperature and precipitation in north‐west Europe, including persistence and variability. International Journal of Climatology. ISSN 0899-8418

Wei, H. orcid.org/0000-0002-4704-7346 (2024) Probabilistic seasonal forecasts of North Atlantic atmospheric circulation using complex systems modelling and comparison with dynamical models. Meteorological Applications, 31 (1). e2178. ISSN 1350-4827

Abud, A.A., Abi, B., Acciarri, R. et al. (1224 more authors) (2023) Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora. The European Physical Journal C, 83. 618.

Abed Abud, A., Abi, B., Acciarri, R. et al. (1315 more authors) (2023) Impact of cross-section uncertainties on supernova neutrino spectral parameter fitting in the Deep Underground Neutrino Experiment. Physical Review D, 107 (11). 112012. ISSN 2470-0010

Wei, H. orcid.org/0000-0002-4704-7346 (2023) Complex systems modelling of UK winter wheat yield. Computers and Electronics in Agriculture, 209. 107855. ISSN 0168-1699

Zhang, S., Wei, H. orcid.org/0000-0002-4704-7346 and Ding, J. (2023) An effective zero-shot learning approach for intelligent fault detection using 1D CNN. Applied Intelligence, 53 (12). pp. 16041-16058. ISSN 0924-669X

Abud, A.A., Abi, B., Acciarri, R. et al. (1256 more authors) (2023) Identification and reconstruction of low-energy electrons in the ProtoDUNE-SP detector. Physical Review D, 107 (9). 092012. ISSN 2470-0010

Abed Abud, A., Abi, B., Acciarri, R. et al. (1303 more authors) (2023) Highly-parallelized simulation of a pixelated LArTPC on a GPU. Journal of Instrumentation, 18 (04). P04034. ISSN 1748-0221

Li, J., Ding, Y., Wei, H. orcid.org/0000-0002-4704-7346 et al. (2 more authors) (2022) SimpleTrack : rethinking and improving the JDE approach for multi-object tracking. Sensors, 22 (15). 5863.

Wu, Z., Dong, Y.-N., Jin, J. et al. (2 more authors) (2022) Multimedia traffic classification for imbalanced environment. IEEE Transactions on Network Science and Engineering, 9 (3). pp. 1838-1852.

Wang, Q., Wei, H. orcid.org/0000-0002-4704-7346, Wang, L. et al. (1 more author) (2021) A novel time-varying modelling and signal processing approach for epileptic seizure detection and classification. Neural Computing and Applications, 33 (11). pp. 5525-5541. ISSN 0941-0643

Li, Y., Zhang, J., Cui, W. et al. (2 more authors) (2020) A multiple beta wavelet-based locally regularized ultraorthogonal forward regression algorithm for time-varying system identification with applications to EEG. IEEE Transactions on Instrumentation and Measurement, 69 (3). pp. 916-928. ISSN 0018-9456

Li, Y., Lei, M., Cui, W. et al. (2 more authors) (2019) A parametric time frequency-conditional Granger causality method using ultra-regularized orthogonal least squares and multiwavelets for dynamic connectivity analysis in EEGs. IEEE Transactions on Biomedical Engineering, 66 (12). pp. 3509-3525. ISSN 0018-9294

Akinola, T.E., Oko, E., Gu, Y. et al. (2 more authors) (2019) Non-linear system identification of solvent-based post-combustion CO2 capture process. Fuel, 239. pp. 1213-1223. ISSN 0016-2361

Gu, Y., Wei, H. orcid.org/0000-0002-4704-7346, Boynton, R. et al. (2 more authors) (2019) System identification and data-driven forecasting of AE index and prediction uncertainty analysis using a new cloud-NARX model. Journal of Geophysical Research: Space Physics, 124 (1). pp. 248-263. ISSN 2169-9402

Du, M., Ding, Y., Meng, X. et al. (2 more authors) (2019) Distractor-aware deep regression for visual tracking. Sensors, 19 (2). 387. ISSN 1424-8220

Ayala Solares, J.R., Wei, H. orcid.org/0000-0002-4704-7346 and Billings, S.A. (2019) A novel logistic-NARX model as a classifier for dynamic binary classification. Neural Computing & Applications, 31 (1). pp. 11-25. ISSN 0941-0643

Liu, Z., Wei, H. orcid.org/0000-0002-4704-7346, Li, X.H. et al. (2 more authors) (2018) Global identification of electrical and mechanical parameters in PMSM drive based on dynamic self-learning PSO. IEEE Transactions on Power Electronics, 33 (12). pp. 10858-10871. ISSN 0885-8993

Blackburn, D.J. orcid.org/0000-0001-8886-1283, Zhao, Y., De Marco, M. et al. (13 more authors) (2018) A Pilot Study Investigating a Novel Non-Linear Measure of Eyes Open versus Eyes Closed EEG Synchronization in People with Alzheimer’s Disease and Healthy Controls. Brain Sciences, 8 (7). 134. ISSN 2076-3425

Gu, Y., Wei, H. orcid.org/0000-0002-4704-7346 and Balikhin, M. (2018) Nonlinear predictive model selection and model averaging using information criteria. Systems Science and Control Engineering, 6 (1). pp. 319-328. ISSN 2164-2583

Li, Y., Cui, W., Guo, Y. et al. (3 more authors) (2018) Time-varying system identification using an ultra-orthogonal forward regression and multiwavelet basis functions with applications to EEG. IEEE Transactions on Neural Networks and Learning Systems, 29 (7). pp. 2960-2972. ISSN 2162-237X

Sarrigiannis, P.G., Zhao, Y., He, F. et al. (8 more authors) (2018) The cortical focus in childhood absence epilepsy; evidence from nonlinear analysis of scalp EEG recordings. Clinical Neurophysiology, 129 (3). pp. 602-617. ISSN 1388-2457

Li, Y, Lei, M., Guo, Y. et al. (2 more authors) (2018) Time-varying nonlinear causality detection using regularized orthogonal least squares and multi-wavelets with applications to EEG. IEEE Access, 6. pp. 17826-17840. ISSN 2169-3536

Liu, Z.H., Wei, H. orcid.org/0000-0002-4704-7346, Zhong, Q.C. et al. (2 more authors) (2017) GPU Implementation of DPSO-RE Algorithm for Parameters Identification of Surface PMSM Considering VSI Nonlinearity. IEEE Journal of Emerging and Selected Topics in Power Electronics, 5 (3). pp. 1334-1345. ISSN 2168-6777

Senawi, A., Wei, H. orcid.org/0000-0002-4704-7346 and Billings, S.A. (2017) A New Maximum Relevance-Minimum Multicollinearity (MRmMC) Method for Feature Selection and Ranking. Pattern Recognition, 67. pp. 47-61. ISSN 0031-3203

Ayala Solares, J.R., Wei, H. orcid.org/0000-0002-4704-7346, Boynton, R.J. et al. (2 more authors) (2016) Modelling and Prediction of Global Magnetic Disturbance in Near-Earth Space: a Case Study for Kp Index using NARX Models. Space Weather, 14 (10). pp. 299-916. ISSN 1539-4956

He, F. orcid.org/0000-0001-9176-6674, Sarrigiannis, P.G., Billings, S.A. et al. (9 more authors) (2016) Nonlinear interactions in the thalamocortical loop in essential tremor: A model-based frequency domain analysis. Neuroscience, 324. pp. 377-389. ISSN 0306-4522

Proceedings Paper

Wei, H. orcid.org/0000-0002-4704-7346, Bigg, G.R. and Hanna, E. (2023) Predicting the Atlantic Meridional Overturning Circulation using nonlinear system identification methods and NARMAX models. In: IOP Conference Series: Earth and Environmental Science. 8th World Multidisciplinary Earth Sciences Symposium (WMESS 2023), 28 Aug - 01 Sep 2023, Prague, Czech Republic. IOP Publishing . (In Press)

Rubio-Solis, A., Beltran-Perez, C. and Wei, H. orcid.org/0000-0002-4704-7346 (2022) Classification of EEG signals for brain-computer interfaces using a Bayesian-Fuzzy Extreme Learning Machine. In: Jiang, R., Zhang, L., Wei, H.L., Crookes, D. and Chazot, P., (eds.) Recent Advances in AI‑enabled Automated Medical Diagnosis. AI4MED 2021 : 2021 International Symposium on Artificial Intelligence for Medical Applications, 19-23 Aug 2021, Virtual Conference (Newcastle upon Tyne, UK). Taylor & Francis , pp. 347-362. ISBN 9781032008431

Sun, Y. and Wei, H. orcid.org/0000-0002-4704-7346 (2022) How weather conditions affect the spread of Covid-19 : findings from a study using contrastive learning and NARMAX models. In: Jiang, R., Zhang, L., Wei, H.L., Crookes, D. and Chazot, P., (eds.) Recent Advances in AI‑enabled Automated Medical Diagnosis. AI4MED 2021 : International Symposium on Artificial Intelligence for Medical Applications, 19-23 Aug 2021, Virtual Conference. CRC Press , pp. 238-252. ISBN 9781032008431

Wei, H. orcid.org/0000-0002-4704-7346 and Billings, S.A. (2022) 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. In: Jiang, R., Zhang, L., Wei, H.L., Crookes, D. and Chazot, P., (eds.) Recent Advances in AI‑enabled Automated Medical Diagnosis. AI4MED 2021 : International Symposium on Artificial Intelligence for Medical Applications, 19-23 Aug 2021, Virtual Conference (Newcastle upon Tyne, UK). CRC Press , pp. 13-28. ISBN 9781032008431

Yao, X. and Wei, H. orcid.org/0000-0002-4704-7346 (2022) A Modified Dynamic Time Warping (MDTW) approach and innovative Average Non-Self Match Distance (ANSD) method for anomaly detection in ECG recordings. In: Jiang, R., Zhang, L., Wei, H.L., Crookes, D. and Chazot, P., (eds.) Recent Advances in AI‑enabled Automated Medical Diagnosis. AI4MED 2021 : International Symposium on Artificial Intelligence for Medical Applications, 19-23 Aug 2021, Virtual Conference. CRC Press , pp. 281-303. ISBN ISBN 9781032008431

He, C., Gu, Y., Wei, H. orcid.org/0000-0002-4704-7346 et al. (1 more author) (2022) New measurement of the body mass index with bioimpedance using a novel interpretable Takagi-Sugeno Fuzzy NARX predictive model. In: Jiang, R., Zhang, L., Wei, H.L., Crookes, D. and Chazot, P., (eds.) Recent Advances in AI‑enabled Automated Medical Diagnosis. AI4MED 2021 : International Symposium on Artificial Intelligence for Medical Applications, 19-23 Aug 2021, Virtual Conference. Taylor & Francis , pp. 253-267. ISBN 9781032008431

Gu, Y., Wei, H., Balikhin, M. et al. (2 more authors) (2019) Machine learning enhanced NARMAX model for Dst index forecasting. In: Proceedings of the 25th International Conference on Automation and Computing (ICAC). 25th International Conference on Automation and Computing (ICAC' 19), 05-07 Sep 2019, Lancaster, UK. IEEE . ISBN 9781728125183

Billings, S. and Wei, H. orcid.org/0000-0002-4704-7346 (2019) NARMAX model as a sparse, interpretable and transparent machine learning approach for big medical and healthcare data analysis. In: Proceedings of the 5th IEEE International Conference on Data Science and Systems. 5th IEEE International Conference on Data Science and Systems, 10-12 Aug 2019, Zhangjiajie, China. IEEE , pp. 2743-2750. ISBN 978-1-7281-2059-1

Wei, H. orcid.org/0000-0002-4704-7346 (2019) Sparse, interpretable and transparent predictive model identification for healthcare data analysis. In: Rojas, I., Joya, G. and Catala, A., (eds.) Proceedings of the 2019 International Work-Conference on Artificial Neural Networks (Advances in Computational Intelligence). 2019 International Work-Conference on Artificial Neural Networks (Advances in Computational Intelligence), 12-14 Jun 2019, Gran Canaria, Spain. Lecture Notes in Computer Science, 15 (11506). Springer , pp. 103-114. ISBN 9783030205201

Wei, H. orcid.org/0000-0002-4704-7346 (2019) Boosting wavelet neural networks using evolutionary algorithms for short-term wind speed time series forecasting. In: Rojas, I., Joya, G. and Catala, A., (eds.) Proceedings of the 2019 International Work-Conference on Artificial Neural Networks (Advances in Computational Intelligence). 2019 International Work-Conference on Artificial Neural Networks (Advances in Computational Intelligence), 12-14 Jun 2019, Gran Canaria, Spain. Lecture Notes in Computer Science (11506). Springer , pp. 15-26. ISBN 9783030205201