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LIRA - Fundamentals

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  1. 2022
  2. Published

    Robust Brain Age Estimation based on sMRI via Nonlinear Age-Adaptive Ensemble Learning

    Zhang, Z., Jiang, R., Zhang, C., Williams, B., Jiang, Z., Li, C.-T., Chazot, P. L., Pavese, N., Bouridane, A. & Baghdadi, A., 31/08/2022, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering . 30, p. 2146 - 2156 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Spatial sampling, data models, spatial scale and ontologies: Interpreting spatial statistics and machine learning applied to satellite optical remote sensing

    Atkinson, P. M., Stein, A. & Jeganathan, C., 31/08/2022, In: Spatial Statistics. 50, 21 p., 100646.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery

    Wang, L., Li, R., Zhang, C., Fang, S., Duan, C., Meng, X. & Atkinson, P., 31/08/2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 190, p. 196-214 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Optimising Scheduling of Hybrid Learning using Mixed Integer Programming

    Davison, M., Kheiri, A. & Zografos, K. G., 4/09/2022, Proceedings of the 13th International Conference on the Practice and Theory of Automated Timetabling - PATAT 2022 Volume III (2022). De Causmaecker, P., Özcan, E. & Vanden Berghe, G. (eds.). PATAT, p. 279-286 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Adaptive Multiscale Superpixel Embedding Convolutional Neural Network for Land Use Classification

    Zhang, H., Altham, C., Trovati, M., Zhang, C., Rolland, I., Lawal, L., Wegbu, D. & Ajienka, N., 5/09/2022, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 15, p. 7631-7642 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Incorporating declared capacity uncertainty in optimizing airport slot allocation

    Pirogov, A. & Zografos, K. G., 13/09/2022.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  8. Published

    Mapping urban night lights at a fine spatial resolution: downscaling VIIRS using geographically weighted area-to-point regression Kriging

    Tziokas, N., Zhang, C., Drolias, G. C. & Atkinson, P. M., 14/09/2022, In: Abstracts of the ICA. 5, p. 1-3 3 p.

    Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review

  9. Published

    Stability factor for robust balancing of simple assembly lines under uncertainty

    Gurevsky, E., Rasamimanana, A., Pirogov, A., Dolgui, A. & Rossi, A., 15/09/2022, In: Discrete Applied Mathematics. 318, p. 113-132 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Vector-valued Privacy-Preserving Average Consensus

    Pan, L., Shao, H., Lu, Y., Mesbahi, M., Li, D. & Xi, Y., 22/09/2022, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Published

    Graph-context Attention Networks for Size-varied Deep Graph Matching

    Jiang, Z., Rahmani, H., Angelov, P., Black, S. & Williams, B., 27/09/2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE, p. 2333-2342 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Published

    Healthcare Management of Human African Trypanosomiasis Cases in the Eastern, Muchinga and Lusaka Provinces of Zambia

    Mwiinde, A. M., Simuunza, M., Namangala, B., Chama-Chiliba, C. M., Machila, N., Anderson, N. E., Atkinson, P. M., Welburn, S. C., Osei, F. B. (Editor) & Sasidharan, S. (Editor), 27/09/2022, In: Tropical Medicine and Infectious Disease. 7, 10, 17 p., 270.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    An automatic graph-based method for characterizing multichannel networks

    Liu, Y., Carling, P. A., Wang, Y., Jiang, E. & Atkinson, P. M., 30/09/2022, In: Computers and Geosciences. 166, 14 p., 105180.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    Spatial Associations between COVID-19 Incidence Rates and Work Sectors: Geospatial Modeling of Infection Patterns among Migrants in Oman

    Mansour, S., Abulibdeh, A., Alahmadi, M., Al-Said, A., Al-Said, A., Watmough, G. & Atkinson, P. M., 30/09/2022, In: Annals of the American Association of Geographers. 112, 7, p. 1974-1993 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    Changepoint Detection: An Analysis of the Central England Temperature Series

    Shi, X., Beaulieu, C., Killick, R. & Lund, R., 1/10/2022, In: Journal of Climate. 35, 19, p. 2729-2742 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  16. Published

    Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph

    Lu, Y., Yu, Z. & Suri, N., 1/10/2022, In: arXiv. abs/2210.00325, 26 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  17. Published

    HolonCraft-An Architecture for Dynamic Construction of Smart Home Workflows

    Wang, Z., Elkhatib, Y. & Elhabbash, A., 10/10/2022, Proceedings - 2022 International Conference on Future Internet of Things and Cloud, FiCloud 2022. Younas, M., Awan, I. & Rahayu, W. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 213-220 8 p. (Proceedings - 2022 International Conference on Future Internet of Things and Cloud, FiCloud 2022).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  18. Published

    Managing Innovation in a Digital Era

    Liu, R. & Nishimura, Y., 10/10/2022, In: Journal of Science Policy and Research Management. 37, 2, p. 225-233 9 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  19. Published

    Class-guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery

    Meng, X., Yang, Y., Wang, L., Wang, T., Li, R. & Zhang, C., 17/10/2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 10, 5 p., 6517505.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Combining SAR Images with Land Cover Products for Rapid Urban Flood Mapping

    Wang, Z., Zhang, C. & Atkinson, P., 20/10/2022, In: Frontiers in Environmental Science. 10, 12 p., 973192.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Recent Advances in AI-enabled Automated Medical Diagnosis

    Jiang, R. (Editor), Zhang, L. (Editor), Wei, H.-L. (Editor), Crookes, D. (Editor) & Chazot, P. (Editor), 20/10/2022, London: CRC Press. 370 p.

    Research output: Book/Report/Proceedings › Book

  22. Published

    An Interpretable Deep Semantic Segmentation Method for Earth Observation.

    Zhang, Z., Angelov, P., Soares, E., Longépé, N. & Mathieu, P.-P., 23/10/2022, In: arXiv. abs/2210.12820

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Temporal sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series

    Li, H., Tian, Y., Zhang, C., Zhang, S. & Atkinson, P. M., 30/10/2022, In: Crop Journal. 10, 5, p. 1507-1516 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Modeling and forecasting of at home activity in older adults using passive sensor technology

    Gillam, J., Killick, R., Heal, J. & Norwood, B., 31/10/2022, In: Statistics in Medicine. 41, 23, p. 4629-4646 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  25. Published

    Postoperative Enteral versus Parenteral Nutrition in Pancreaticoduodenectomy: Effect on Long-Term Survival

    Habib, Z., Ahmed, A., Lambert, J., Killick, R. & Subar, D., 31/10/2022, In: HPB. 24, p. S356 1 p.

    Research output: Contribution to Journal/Magazine › Meeting abstract › peer-review

  26. Published

    Joint optimization of bimodal transit networks in a heterogeneous environment considering vehicle emissions

    Yang, Y., Jiang, X., Yan, Y., Liu, T. & Jiang, Y., 1/11/2022, In: Journal of Cleaner Production. 373, 12 p., 133859.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  27. Published

    Nonlocal feature learning based on a variational graph auto-encoder network for small area change detection using SAR imagery

    Su, H., Zhang, X., Luo, Y., Zhang, C., Zhou, X. & Atkinson, P., 1/11/2022, In: ISPRS Journal of Photogrammetry and Remote Sensing. 193, p. 137-149 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  28. Unpublished

    Incorporating User Acceptance Probabilities in Optimizing Profit of Carsharing Systems

    Bekli, S., Boyacı, B. & Zografos, K. G., 6/11/2022, (Unpublished).

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  29. Published

    A Middleware for Automatic Composition and Mediation in IoT Systems

    Elhabbash, A., Elkhatib, Y., Bouloukakis, G. & Salama, M., 7/11/2022, IoT '22: Proceedings of the 12th International Conference on the Internet of Things. New York: ACM, p. 127-134 8 p. (Proceedings of the 12th International Conference on the Internet of Things).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  30. Published

    Person Identification from Fingernails and Knuckles Images using Deep Learning Features and the Bray-Curtis Similarity Measure

    Alghamdi, M., Angelov, P. & Lopez Pellicer, A., 7/11/2022, In: Neurocomputing. 513, p. 83-93 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  31. Published

    The Shadow Effect on Surface Biophysical Variables Derived from Remote Sensing: A Review

    Alavipanah, S. K., Karimi Firozjaei, M., Sedighi, A., Fathololoumi, S., Zare Naghadehi, S., Saleh, S., Naghdizadegan, M., Gomeh, Z., Arsanjani, J. J., Makki, M., Qureshi, S., Weng, Q., Haase, D., Pradhan, B., Biswas, A. & M. Atkinson, P., 12/11/2022, In: Land. 11, 11, 2025.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

  32. Published

    Multi-Branch with Attention Network for Hand-Based Person Recognition

    Baisa, N. L., Williams, B., Rahmani, H., Angelov, P. & Black, S., 29/11/2022, 2022 26th International Conference on Pattern Recognition, ICPR 2022. IEEE, p. 727-732 6 p. (Proceedings - International Conference on Pattern Recognition; vol. 2022-August).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  33. Published

    A hyper-heuristic approach to the strategic planning of bike-sharing infrastructure

    Cheng, R., Zhong, S., Wang, Z., Anker Nielsen, O. & Jiang, Y., 30/11/2022, In: Computers and Industrial Engineering. 173, p. 108704 12 p., 108704.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  34. Published

    A novel genetic expression programming assisted calibration strategy for discrete element models of composite joints with ductile adhesives

    Wang, X.-E., Kanani, A. Y., Pang, K., Yang, J., Ye, J. & Hou, X., 30/11/2022, In: Thin-Walled Structures. 180, 18 p., 109985.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  35. Published

    How the Air Clean Plan and carbon mitigation measures co-benefited China in PM2.5 reduction and health from 2014 to 2020

    Wang, Z., Hu, B., Zhang, C., Atkinson, P., Wang, Z., Xu, K., Chang, J., Fang, X., Jiang, Y. & Shi, Z., 30/11/2022, In: Environment International. 169, p. 1-13 13 p., 107510.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  36. Published

    Integrated Optimization of Transit Networks with Schedule- and Frequency-Based Services Subject to the Bounded Stochastic User Equilibrium

    Jiang, Y., Rasmussen, T. K. & Nielsen, O. A., 30/11/2022, In: Transportation Science. 56, 6, p. 1452-1468 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  37. Published

    There is no dose–response relationship between the amount of exercise and improvement in HbA1c in interventions over 12 weeks in patients with type 2 diabetes: a meta-analysis and meta-regression

    Wrench, E., Rattley, K., Lambert, J. E., Killick, R., Hayes, L. D., Lauder, R. M. & Gaffney, C. J., 30/11/2022, In: Acta Diabetologica. 59, 11, p. 1399-1415 17 p.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

  38. Published

    Trend Locally Stationary Wavelet Processes

    McGonigle, E., Killick, R. & Nunes, M., 30/11/2022, In: Journal of Time Series Analysis. 43, 6, p. 895-917 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  39. Published

    Predictions of macroscopic mechanical properties and microscopic cracks of unidirectional fibre-reinforced polymer composites using deep neural network (DNN)

    Ding, X., Hou, X., Xia, M., Ismail, Y. & Ye, J., 15/12/2022, In: Composite Structures. 302, 13 p., 116248.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  40. Published

    <i>Data Science in Science:</i> Special Issue on Data Science in Modern Finance

    Getmansky Sherman, M., Tsay, R. S., Chen, R., Pelger, M., Basu, S., Kowal, D. R., Killick, R., Mankad, S., Wilms, I., Safikhani, A., McBride, L. & Matteson, D. S., 31/12/2022, In: Data Science in Science. 1, 1, p. 3-4 2 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  41. Published

    Autocovariance Estimation in the Presence of Changepoints

    Gallagher, C., Killick, R., Lund, R. & Shi, X., 31/12/2022, In: Journal of the Korean Statistical Society. 51, 4, p. 1021-1040 20 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  42. Published

    Complex exponential smoothing

    Svetunkov, I., Kourentzes, N. & Ord, J. K., 31/12/2022, In: Naval Research Logistics. 69, 8, p. 1108-1123 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  43. Published

    Visualizing water inside an operating proton exchange membrane fuel cell with video‐rate terahertz imaging

    Alves‐Lima, D. F., Williams, B. M., Schlegl, H., Gupta, G., Letizia, R., Dawson, R. & Lin, H., 31/12/2022, In: Fuel Cells. 22, 6, p. 229-240 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  44. 2023
  45. Published

    Detecting changes in covariance via random matrix theory

    Ryan, S. & Killick, R., 2023, In: Technometrics. p. 1-12 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  46. Published

    Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review

    Coan, L. J., Williams, B. M., Krishna Adithya, V., Upadhyaya, S., Alkafri, A., Czanner, S., Venkatesh, R., Willoughby, C. E., Kavitha, S. & Czanner, G., 1/01/2023, In: Survey of Ophthalmology. 68, 1, p. 17-41 25 p.

    Research output: Contribution to Journal/Magazine › Review article › peer-review

  47. Published

    Meso-scale computational modeling of the fracture of concrete with complex shaped aggregates under the self-restraint stress

    Qiu, W., Ueda, T., Fu, S., Han, Y., Wang, J. & Ye, J., 1/01/2023, In: Composite Structures. 303, 21 p., 116267.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  48. Published

    Unravelling the impact of insecticide-treated bed nets on childhood malaria in Malawi

    Tangena, J.-A., Mategula, D., Sedda, L. & Atkinson, P. M., 13/01/2023, In: Malaria Journal. 22, 1, 12 p., 16.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  49. Published

    A Multi-modal Biometric Approach Based on Score-level Fusion and Fine-tuning Deep Learning Features

    Alghamdi, M., 25/01/2023, 2022 IEEE 11th International Conference on Intelligent Systems, IS 2022. Atanassov, K. T., Doukovska, L., Kacprzyk, J., Krawczak, M., Owsinski, J. W., Sgurev, V., Szmidt, E. & Zadrozny, S. (eds.). IEEE, p. 1-6 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  50. Published

    An Interpretable Deep Semantic Segmentation Method for Earth Observation

    Zhang, Z., Angelov, P., Almeida Soares, E., Longepe, N. & Mathieu, P. P., 25/01/2023, 2022 IEEE 11th International Conference on Intelligent Systems (IS). Atanassov, K. T., Doukovska, L., Kacprzyk, J., Krawczak, M., Owsinski, J. W., Sgurev, V., Szmidt, E. & Zadrozny, S. (eds.). IEEE, p. 1-8 8 p. (2022 IEEE 11th International Conference on Intelligent Systems (IS)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  51. Published

    Filling Then Spatio-Temporal Fusion for all-Sky MODIS Land Surface Temperature Generation

    Tang, Y., Wang, Q. & Atkinson, P. M., 30/01/2023, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 16, p. 1350-1364 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  52. Published

    Similarity-based Deep Neural Network to Detect Imperceptible Adversarial Attacks

    Almeida Soares, E., Angelov, P. & Suri, N., 30/01/2023, Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. Ishibuchi, H., Kwoh, C.-K., Tan, A.-H., Srinivasan, D., Miao, C., Trivedi, A. & Crockett, K. (eds.). IEEE, p. 1028-1035 8 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  53. Published

    Fast upper and lower bounds for a large-scale real-world arc routing problem

    Boyacı, B., Dang, T. & Letchford, A., 31/01/2023, In: Networks. 81, 1, p. 107-124 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  54. Published

    Improving a constructive heuristic for the general routing problem

    Boyacı, B., Dang, T. & Letchford, A., 31/01/2023, In: Networks. 81, 1, p. 93-106 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  55. Published

    Insights into the micromechanical response of adhesive joint with stochastic surface micro-roughness

    Wang, X.-E., Pang, K., Huang, X., Yang, J., Ye, J. & Hou, X., 31/01/2023, In: Engineering Fracture Mechanics. 277, 19 p., 108954 .

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  56. Published

    Modelling and forecasting the effects of increasing sea surface temperature on coral bleaching in the Indo-Pacific region

    Khalil, I., Muslim, A. M., Hossain, M. S. & Atkinson, P. M., 31/01/2023, In: International Journal of Remote Sensing. 44, 1, p. 194-216 23 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  57. Published

    Robust Data Driven Analysis for Electricity Theft Attack-Resilient Power Grid

    Khan, I. U., Javaid, N., Taylor, C. J. & Ma, X., 31/01/2023, In: IEEE Transactions on Power Systems. 38, 1, p. 537-548 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  58. Published

    A genetic evolved machine learning approach for 3D DEM modelling of anisotropic materials with full consideration of particulate interactions

    Gu, Z., Ding, X., Hou, X. & Ye, J., 1/02/2023, In: Composites Part B: Engineering. 250, 11 p., 110432.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  59. Published

    A New Taxonomy for Vector Exponential Smoothing and Its Application to Seasonal Time Series

    Svetunkov, I., Chen, H. & Boylan, J. E., 1/02/2023, In: European Journal of Operational Research. 304, 3, p. 964-980 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  60. Published

    An Improved eXplainable Point Cloud Classifier (XPCC)

    Arnold, N., Angelov, P. & Atkinson, P., 1/02/2023, In: IEEE Transactions on Artificial Intelligence. 4, 1, p. 71-80 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  61. Published

    Pathways to achieving nature-positive and carbon–neutral land use and food systems in Wales

    Jones, S. M., Smith, A. C., Leach, N., Henrys, P., Atkinson, P. M. & Harrison, P. A., 9/02/2023, In: Regional Environmental Change. 23, 1, 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  62. Published

    Analysis of failure mechanisms of adhesive joints modified by a novel additive manufacturing-assisted method

    Kanani, A. Y., Wang, X. E., Hou, X., Rennie, A. E. W. & Ye, J., 15/02/2023, In: Engineering Structures. 277, 9 p., 115428.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  63. Published

    Deep learning based brain tumor segmentation: a survey

    Liu, Z., Tong, L., Chen, L., Jiang, Z., Zhou, F., Zhang, Q., Zhang, X., Jin, Y. & Zhou, H., 28/02/2023, In: Complex and Intelligent Systems. 9, 1, p. 1001-1026 26 p., 639.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  64. Published

    Detecting changes in mixed-sampling rate data sequences

    Lowther, A., Killick, R. & Eckley, I., 28/02/2023, In: Environmetrics. 34, 1, 15 p., e2762.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  65. Published

    Automatic Locally Stationary Time Series Forecasting with application to predicting U.K. Gross Value Added Time Series under sudden shocks caused by the COVID pandemic

    Killick, R., Knight, M. I., Nason, G. P., Nunes, M. A. & Eckley, I. A., 14/03/2023.

    Research output: Working paper › Preprint

  66. Published

    PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework

    Yu, Z., Lu, Y., Angelov, P. & Suri, N., 29/03/2023, 2022 18th International Conference on Mobility, Sensing and Networking (MSN). IEEE, p. 502-509 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  67. Published

    Self-Supervised Leaf Segmentation under Complex Lighting Conditions

    Lin, X., Li, C.-T., Adams, S., Kouzani, A. Z., Jiang, R., He, L., Hu, Y., Vernon, M., Doeven, E. H., Webb, L., Mcclellan, T. & Guskic, A., 31/03/2023, In: Pattern Recognition. 135, 14 p., 109021.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  68. Published

    Distributionally Robust Resource Planning Under Binomial Demand Intakes

    Black, B., Ainslie, R., Dokka, T. & Kirkbride, C., 1/04/2023, In: European Journal of Operational Research. 306, 1, p. 227-242 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  69. Published

    An evolutionary heuristic for solving the robust single airport slot allocation problem

    Pirogov, A. & Zografos, K. G., 19/04/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Abstract › peer-review

  70. Published

    A novel micromechanical method for nonlinear analysis of magnetostrictive composites

    Li, Z., Wang, Y., Liu, L., Shi, Y., Li, Y. & Ye, J., 1/05/2023, In: Composite Structures. 311, 16 p., 116633.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  71. Published

    Application of selection hyper-heuristics to the simultaneous optimisation of turbines and cabling within an offshore windfarm

    Butterwick, T., Kheiri, A., Lulli, G., Gromicho, J. & Kreeft, J., 31/05/2023, In: Renewable Energy. 208, p. 1-16 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  72. Published

    Micro-Macro Changepoint Inference for Periodic Data Sequences

    Ushakova, A., Taylor, S. & Killick, R., 31/05/2023, In: Journal of Computational and Graphical Statistics. 32, 2, p. 684-695 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  73. Published

    A Comparative Study of Evaluation Metrics for Long-Document Financial Narrative Summarization with Transformers

    Zmandar, N., El-Haj, M. & Rayson, P., 21/06/2023, Natural Language Processing and Information Systems - 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, Proceedings. Métais, E., Meziane, F., Manning, W., Reiff-Marganiec, S. & Sugumaran, V. (eds.). Cham: Springer, p. 391-403 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13913 LNCS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  74. Published

    Machine Learning Methods for Human Identification from Dorsal Hand Images

    Alghamdi, M., 27/06/2023, Lancaster University. 147 p.

    Research output: Thesis › Doctoral Thesis

  75. Published

    Decentralized Data Flows for the Functional Scalability of Service-Oriented IoT Systems

    Arellanes, D., Lau, K.-K. & Sakellariou, R., 30/06/2023, In: The Computer Journal. 66, 6, p. 1477-1506 30 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  76. Published

    The algorithm selection problem for solving Sudoku with metaheuristics

    Notice, D., Kheiri, A. & Pavlidis, N., 3/07/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  77. Published

    Shrinkage Estimator for Exponential Smoothing Models

    Pritularga, K., Svetunkov, I. & Kourentzes, N., 31/07/2023, In: International Journal of Forecasting. 39, 3, p. 1351-1365 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  78. Published

    Delve into Neural Activations: Towards Understanding Dying Neurons

    Jiang, Z., Wang, Y., Li, C.-T., Angelov, P. & Jiang, R., 1/08/2023, In: IEEE Transactions on Artificial Intelligence. 4, 4, p. 959-971 13 p., 4.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  79. Published

    FinAraT5: A text to text model for financial Arabic text understanding and generation

    Zmandar, N., El-Haj, M. & Rayson, P., 1/09/2023, Proceedings of the 4th Conference on Language, Data and Knowledge. Carvalho, S., Khan, A. F., Anić, A. O., Spahiu, B., Gracia, J., McCrae, J. P., Gromann, D., Heinisch, B. & Salgado, A. (eds.). Vienna, Austria: NOVA CLUNL, Portugal, p. 262-273 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  80. Published

    In silico, in vivo

    Hardy, J., Benedetto, A. & Appleby, J., 11/09/2023, The Biologist, 70, 3, p. 14-17 4 p.

    Research output: Contribution to specialist publication › Editorial

  81. Published

    Open-Source Thesaurus Development for Under-Resourced Languages: a Welsh Case Study

    Khallaf, N., Arfon, E., El-Haj, M., Morris, J., Knight, D., Rayson, P., Hammouda, T. & Jarrar, M., 14/09/2023.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  82. Published

    Towards an Extensible Framework for Understanding Spatial Narratives

    Ezeani, I., Rayson, P., Gregory, I., Haris, E., Cohn, A., Stell, J., Cole, T., Taylor, J., Bodenhamer, D., Devadasan, N., Steiner, E., Frank, Z. & Olson, J., 13/11/2023, GeoHumanities '23: Proceedings of the 7th ACM SIGSPATIAL International Workshop on Geospatial Humanities. New York: ACM, p. 1-10 10 p. (Proceedings of the 7th ACM SIGSPATIAL International Workshop on Geospatial Humanities).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  83. Published

    Towards interpretable-by-design deep learning algorithms

    Angelov, P., Kangin, D. & Zhang, Z., 19/11/2023, Arxiv.

    Research output: Working paper › Preprint

  84. Published

    3D Points Splatting for Real-Time Dynamic Hand Reconstruction.

    Jiang, Z., Rahmani, H., Black, S. & Williams, B. M., 21/12/2023, In: arXiv. 2312.13770.

    Research output: Contribution to Journal/Magazine › Journal article

  85. Published

    Characterising the ice sheet surface in North East Greenland using Sentinel-1 SAR data

    Shu, Q., Killick, R., Leeson, A., Nemeth, C., Fettweis, X., Hogg, A. & Leslie, D., 31/12/2023, In: Journal of Glaciology. 69, 278, p. 1834-1845 12 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  86. 2024
  87. Published

    Optimisation of a new hybrid transit service with modular autonomous vehicles

    Tang, C., Liu, J., Ceder, A. & Jiang, Y., 1/02/2024, In: Transportmetrica A: Transport Science. 20, 2, 2165424.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  88. Published

    Efficient Quantum Image Classification Using Single Qubit Encoding

    Easom-Mccaldin, P., Belatreche, A., Bouridane, A., Jiang, R. & Almaadeed, S., 29/02/2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 2, p. 1-15 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  89. Forthcoming

    PUDD: Towards Robust Multi-modal Prototype-based Deepfake Detection

    Lopez Pellicer, A., Li, Y. & Angelov, P., 6/03/2024, (Accepted/In press). 9 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  90. E-pub ahead of print

    ECGVEDNET: A Variational Encoder-Decoder Network for ECG Delineation in Morphology Variant ECGs

    Chen, L., Jiang, Z., Barker, J., Zhou, H., Schlindwein, F. S., Nicolson, W., Ng, G. A. & Li, X., 12/03/2024, (E-pub ahead of print) In: IEEE Transactions on Biomedical Engineering. p. 1-10 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  91. Published

    A large multiclass dataset of CT scans for COVID-19 identification

    Almeida Soares, E., Angelov, P., Biaso, S., Froes, M. H. & Abe, D. K., 1/04/2024, In: Evolving Systems. 15, 1, p. 635–640 5 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  92. Forthcoming

    Composition Machines: Programming Self-Organising Software Models for the Emergence of Sequential Program Spaces

    Arellanes, D., 10/04/2024, (Accepted/In press) Proceedings of the 18th International Symposium on Theoretical Aspects of Software Engineering: TASE 2024. Springer, (Lecture Notes in Computer Science).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  93. Published

    Analysing Emotions in Cancer Narratives: A Corpus-Driven Approach

    Lal, D. M., Rayson, P., Payne, S. A. & Liu, Y., 1/05/2024, Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024. Demner-Fushman, D., Ananiadou, S., Thompson, P. & Ondov, B. (eds.). Torino, Italia: ELRA and ICCL, p. 73-83 11 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  94. Published

    Exploring the Suitability of Transformer Models to Analyse Mental Health Peer Support Forum Data for a Realist Evaluation

    Coole, M., Rayson, P., Glossop, Z., Lobban, F., Marshall, P. & Vidler, J., 1/05/2024, Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024. Demner-Fushman, D., Ananiadou, S., Thompson, P. & Ondov, B. (eds.). Torino, Italia: ELRA and ICCL, p. 184-188 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  95. Published

    Medical-FLAVORS: A Figurative Language and Vocabulary Open Repository for Spanish in the Medical Domain

    Pitarch, L., Angles-Herrero, E., Liu, Y., Lal, D. M., Gracia, J., Rayson, P. & Rietjens, J., 1/05/2024, Proceedings of the First Workshop on Patient-Oriented Language Processing (CL4Health) @ LREC-COLING 2024. Demner-Fushman, D., Ananiadou, S., Thompson, P. & Ondov, B. (eds.). Torino, Italia: ELRA and ICCL, p. 109-114 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  96. Published

    The IgboAPI Dataset: Empowering Igbo Language Technologies through Multi-dialectal Enrichment

    Emezue, C. C., Okoh, I., Mbonu, C. E., Chukwuneke, C., Lal, D. M., Ezeani, I., Rayson, P., Onwuzulike, I., Okeke, C. O., Nweya, G. O., Ogbonna, B. I., Oraegbunam, C. U., Awo-Ndubuisi, E. C. & Osuagwu, A. A., 1/05/2024, Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Calzolari, N., Kan, M.-Y., Hoste, V., Lenci, A., Sakti, S. & Xue, N. (eds.). Torino, Italia: ELRA and ICCL, p. 15932-15941 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  97. Published

    Unsupervised Domain Adaptation within Deep Foundation Latent Spaces

    Kangin, D. & Angelov, P., 11/05/2024.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  98. Published

    IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data

    Zhang, Z., Angelov, P., Kangin, D. & Longepe, N., 13/05/2024, Arxiv.

    Research output: Working paper › Preprint

  99. Published

    Multi-step Estimators and Shrinkage Effect in Time Series Models

    Svetunkov, I., Kourentzes, N. & Killick, R., 31/05/2024, In: Computational Statistics. 39, 3, p. 1203-1239 37 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  100. Forthcoming

    Federated Adversarial Learning for Robust Autonomous Landing Runway Detection

    Li, Y., Angelov, P., Yu, Z., Lopez Pellicer, A. & Suri, N., 4/06/2024, (Accepted/In press) International Conference on Artificial Neural Networks (ICANN).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  101. Published

    Transactive Energy System Deployment over Insecure Communication Links

    Lu, Y., Lian, J., Zhu, M. & Ma, K., 31/07/2024, In: IEEE Transactions on Automation Science and Engineering. 21, 3, p. 2677-2688 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  102. Published

    Detection of spatiotemporal changepoints – a generalised additive model approach

    Hollaway, M. J. & Killick, R., 1/08/2024, In: Statistics and Computing. 34, 162.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  103. Published

    3-D Quantum-Inspired Self-Supervised Tensor Network for Volumetric Segmentation of Medical Images

    Konar, D., Bhattacharyya, S., Gandhi, T. K., Panigrahi, B. K. & Jiang, R., 31/08/2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10312-10325 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

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