Journal Articles
Al-Saeedi, K, Fish, A,
Zhou, D, Tsakiri, K, Marsellos, A (2026)
Multi-scale decomposition and autocorrelation modeling for classical and machine learning-based time series forecasting,
Mathematics, 14(2), 283, DOI:
10.3390/math14020283.
Al-Saeedi, K,
Zhou, D, Fish, A, Tsakiri, K, Marsellos, A (2025)
A methodological comparison of forecasting models using KZ decomposition and walk-forward validation,
Mathematics, 13, 3410, ISSN: 2227-7390. DOI:
10.3390/math13213410.
Liu, S, Zhu, Y,
Zhou, D, Zhang, Z, Liu, Z (2025)
Correction model for photoresist shrinkage in critical dimension scanning electron microscopy based on improved spider wasp optimizer-optimized support vector regression,
Journal of Vacuum Science and Technology Part B: Nanotechnology and Microelectronics, 43(6), 064001, ISSN: 1071-1023. DOI:
10.1116/6.0004841.
Zhou, D, Keogh, JWL, Ma, Y, Tong, RKY, Khan, AR, Jennings, NR (2025)
Artificial intelligence in sport: a narrative review of applications, challenges and future trends,
Journal of Sports Sciences, ISSN: 0264-0414. DOI:
10.1080/02640414.2025.2518694.
Lyu, Y, Guo, Z, Li, Z, Zhao, F-G, Lynch, I, White, JC,
Zhou, D, Zhang, P (2025)
Prediction of metal nanoparticle interactions with soil properties: Machine learning insights into soil health dynamics,
ACS Nano, 19(23), pp.21629-21643, ISSN: 1936-0851. DOI:
10.1021/acsnano.5c04197.
Zhou, D, Duan, J, Qin, C, Luo, G (2024)
Editorial: The combination of data-driven machine learning approaches and prior knowledge for robust medical image processing and analysis,
Frontiers in Medicine, 11, 1434686, DOI:
10.3389/fmed.2024.1434686.
Zhang, Y, Liu, B, Bunting, KV, Brind, D, Thorley, A, Karwath, A, Lu, W,
Zhou, D, Wang, X, Mobley, AR, Țica, O, V. Gkoutos, G, Kotecha, D, Duan, J (2024)
Development of automated neural network prediction for echocardiographic left ventricular ejection fraction,
Frontiers in Medicine, 11, 1354070, DOI:
10.3389/fmed.2024.1354070.
Bagci, U, Udupa, JK, Chen, X, Torigian, D, Medetalibeyoglu, A,
Zhou, D, Bai, L (2023)
Object localization using non-Euclidean metrics,
2023 IEEE International Conference on Internet of Things and Intelligence Systems (IoTaIS) Proceedings, ISSN: 2832-1375. DOI:
10.1109/IoTaIS60147.2023.10346049.
Natsheh, Q, Salagean, A,
Zhou, D, Edirisinghe, E (2023)
Automatic selective encryption of DICOM images,
Applied Sciences, 13(8), 4779, DOI:
10.3390/app13084779.
Tong, X, Hu, J, Han, S,
Zhou, D (2023)
Optimization of urban unmanned logistics distribution path with multiple distribution centers, 12460, ISSN: 0277-786X. DOI:
10.1117/12.2658619.
Ye, L, Hunsicker, E, Li, B,
Zhou, D (2022)
Procrustes analysis of muscle fascicle shapes based on DTI fibre tracking, pp.172-186, ISSN: 0302-9743. DOI:
10.1007/978-3-031-12053-4_13.
Yang, J, Zhao, C, Chen, W,
Zhou, D, Han, S (2022)
Fraction-degree reference dependent stochastic dominance,
Methodology and Computing in Applied Probability, 24(2), pp.1193-1219, ISSN: 1387-5841. DOI:
10.1007/s11009-022-09939-0.
Ma, Y,
Zhou, D, Ye, L, Housden, RJ, Fazili, A, Rhode, K (2021)
A tensor-based catheter and wire detection and tracking framework and its clinical applications,
IEEE Transactions on Biomedical Engineering, 69(2), pp.635-644, ISSN: 0018-9294. DOI:
10.1109/tbme.2021.3102670.
Elsheikh, S, Fish, A,
Zhou, D (2021)
Exploiting spatial information to enhance DTI segmentations via spatial fuzzy c-means with covariance matrix data and non-Euclidean metrics,
Applied Sciences, 11(15), 7003, ISSN: 2076-3417. DOI:
10.3390/app11157003.
Kryger, KO, Mitchell, S,
Zhou, D, Forrester, S (2020)
Effect of football boot upper padding on shooting accuracy and velocity performance,
Sports Engineering, 23(1), 18, ISSN: 1369-7072. DOI:
10.1007/s12283-020-00330-1.
Cui, X, Fryer, B,
Zhou, D, Lodge, R, Khlobystov, AN, Valsami-Jones, E, Lynch, I (2019)
Core-shell NaHoF4@TiO2 NPs: A labelling method to trace engineered nanomaterials of ubiquitous elements in the environment,
ACS Applied Materials and Interfaces, 11(21), pp.19452-19461, ISSN: 1944-8252. DOI:
10.1021/acsami.9b03062.
Kryger, KO, Mitchell, S,
Zhou, D, Forrester, S (2018)
The effect of football boot upper padding on dribbling and passing performance using a test–retest validated protocol,
Sports Engineering, ISSN: 1369-7072. DOI:
10.1007/s12283-018-0284-z.
Han, SG, Guo, JL, Zhang, LP, Hu, JL, Jiang, YW,
Zhou, DW (2017)
Competitive analysis of online inventory problem with interrelated prices,
Applied Mathematics, 32(2), pp.237-252, ISSN: 1005-1031. DOI:
10.1007/s11766-017-3360-4.
Han, S, Hu, J,
Zhou, D (2017)
Competitive analysis of interrelated price online inventory problems with demands,
ANZIAM Journal, ISSN: 1446-1811. DOI:
10.1017/S144618111700013X.
Elsheikh, S, Fish, A, Chakrabarti, R,
Zhou, D, Cercignani, M (2017)
Modeling diffusion directions of Corpus Callosum, ISSN: 1865-0929.
Elsheikh, S, Fish, A, Chakrabarti, R,
Zhou, D (2016)
Cluster analysis of diffusion tensor field with application to the segmentation of the Corpus Callosum,
International Conference On Medical Imaging Understanding and Analysis, ISSN: 1877-0509. DOI:
10.1016/j.procs.2016.07.004.
Zhou, D, Dryden, IL, Koloydenko, AA, Audenaert, KMR, Bai, L (2015)
Regularisation, interpolation and visualisation of diffusion tensor images using non-Euclidean statistics,
Journal of Applied Statistics, 43(5), pp.943-978, ISSN: 0266-4763. DOI:
10.1080/02664763.2015.1080671.
Chin, FYL, Fu, B, Guo, J, Han, S, Hu, J, Jiang, M, Lin, G, Ting, H-F, Zhang, L, Zhang, Y,
Zhou, D (2015)
Competitive algorithms for unbounded one-way trading,
Theoretical Computer Science, 607(Part 1), pp.35-48, ISSN: 0304-3975. DOI:
10.1016/j.tcs.2015.05.034.
Cui, X, Green, MA, Blower, PJ,
Zhou, D, Yan, Y, Zhang, W, Djanashvili, K, Mathe, D, Veres, DS, Szigeti, K (2015)
Al(OH)(3) facilitated synthesis of water-soluble, magnetic, radiolabelled and fluorescent hydroxyapatite nanoparticles,
CHEMICAL COMMUNICATIONS, 51(45), pp.9332-9335, ISSN: 1359-7345. DOI:
10.1039/c5cc02259b.
Zhou, D, Dryden, IL, Koloydenko, A, Bai, L (2013)
Procrustes analysis for diffusion tensor image processing,
International Journal of Computer Theory and Engineering, 5(1), pp.108-113, ISSN: 1793-8201. DOI:
10.7763/IJCTE.2013.V5.657.
Ndekugri, I, Daeche, H,
Zhou, D (2013)
The project insurance option in infrastructure procurement,
Engineering, Construction and Architectural Management, 20(3), pp.267-289, ISSN: 0969-9988. DOI:
10.1108/09699981311324005.
Dryden, IL, Koloydenko, A,
Zhou, D (2009)
Non-Euclidean statistics for covariance matrices with applications to diffusion tensor imaging,
Annals of Applied Statistics, 3, pp.1102-1123, ISSN: 1932-6157. DOI:
10.1214/09-AOAS249.
Zhou, D and Han, S (2005)
[Mathematical experiment of the track problem],
Journal of Zhejiang Sci-Tech University, 22(4), pp.396-401, ISSN: 1673-3851. DOI:
10.3969/j.issn.1673-3851.2005.04.017.
Conferences
Ye, L, Hunsicker, E, Li, B,
Zhou, D (2020)
Brain fibre tracking improved by diffusion tensor similarity using non-Euclidean distances. In
2019 IEEE International Conference on Imaging Systems and Techniques (IST), Abu Dhabi, United Arab Emirates,ISBN: 9781728138688. DOI:
10.1109/IST48021.2019.9010570.
Zhou, D, Dryden, I, Koloydenko, A, Bai, L (2010) Procrustes Analysis for Diffusion Tensor Image Processing. In
IEEE 3rd International Conference on Machine Vision, Hong Kong, pp.193-198.
Zhou, D, Dryden, IL, Koloydenko, A, Bai, L (2009)
Procrustes analysis of diffusion tensor data. In
17th Annual Conference of International Society for Magnetic Resonance in Medicine, USA, pp.3583-3583.
Zhou, D, Dryden, IL, Koloydenko, A, Bai, L (2009)
Weighted generalised Procrustes analysis of diffusion tensors. In
LASR 2009 -Statistical Tools for Challenges in Bioinformatics, Leeds.
Zhou, D, Dryden, IL, Koloydenko, A, Li, B (2008)
A Bayesian method with reparameterization for diffusion tensor imaging - art. no. 69142J. In
, San Diego, CA,ISBN: 978-0-8194-7098-0. DOI:
10.1117/12.771697.
Zhou, D, Dryden, IL, Koloydenko, A, Bai, L (2008)
Bayesian multi-tensor diffusion MRI and tractography. In
LASR 2008 — The Art & Science of Statistical Bioinformatics, Leeds.
