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LIRA - Fundamentals

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  1. Preprint
  2. 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

  3. Published

    Towards interpretable-by-design deep learning algorithms

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

    Research output: Working paper › Preprint

  4. 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

  5. Review article
  6. 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

  7. 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

  8. 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

  9. Published

    Hybrid and adhesively bonded joints with dissimilar adherends: a critical review

    Yousefi Kanani, A., Green, S., Hou, X. & Ye, J., 30/09/2021, In: Journal of Adhesion Science and Technology. 35, 17, p. 1821-1859 39 p.

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

  10. Published

    A Control-Theoretic Perspective on Cyber-Physical Privacy: Where Data Privacy Meets Dynamic Systems

    Lu, Y. & Zhu, M., 30/06/2019, In: Annual Reviews in Control. 47, p. 423-440 18 p.

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

  11. Book
  12. Published

    Recent Advances in AI-enabled Automated Medical Diagnosis

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

    Research output: Book/Report/Proceedings › Book

  13. Published

    Radiation Sensing: Design and Deployment of Sensors and Detectors

    Gamage, K. A. A. (ed.) & Taylor, C. J. (ed.), 31/08/2021, Multidisciplinary Digital Publishing Institute (MDPI). 101 p.

    Research output: Book/Report/Proceedings › Book

  14. Published

    Empirical Approach to Machine Learning

    Angelov, P. P. & Gu, X., 2019, Cham: Springer. 437 p. (Studies in Computational Intelligence; vol. 800)

    Research output: Book/Report/Proceedings › Book

  15. Meeting abstract
  16. 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

  17. 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

  18. Published

    Fully Convolutional Segmentation of Corneal Limbus and Foveal Blood Vessels in Fluorescein Angiography

    Zheng, Y., Yao, H., Shen, Y., Zhao, Y. & Williams, B., 1/07/2019, In: Investigative Ophthalmology and Visual Science. 60, 9

    Research output: Contribution to Journal/Magazine › Meeting abstract

  19. Published

    In-vivo evaluation of corneal collagen fibrils pattern to detect keratoconus

    Romano, V., Borroni, D., Geraghty, B., Lipari, E., Sporgia, A., Zheng, Y., Kaye, S. & Williams, B., 1/07/2019, In: Investigative Ophthalmology and Visual Science. 60, 9

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

  20. Published

    Learning the features of diabetic retinopathy with convolutional neural networks

    Pratt, H., Williams, B. M., Broadbent, D., Harding, S. P., Coenen, F. & Zheng, Y., 16/05/2019, In: EUROPEAN JOURNAL OF OPHTHALMOLOGY. 29, 3, p. NP15-NP16 2 p.

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

  21. Editorial
  22. Published

    A Special Issue on the Importance of Geostatistics in the Era of Data Science

    McKinley, J. M. & Atkinson, P. M., 1/04/2020, In: Mathematical Geosciences. 52, 3, p. 311-315 5 p.

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

  23. Journal article
  24. 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

  25. Forthcoming

    A generic approach to conference scheduling with integer programming

    Pylyavskyy, Y., Jacko, P. & Kheiri, A., 1/04/2024, (Accepted/In press) In: European Journal of Operational Research.

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

  26. 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

  27. 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

  28. E-pub ahead of print

    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., 31/08/2023, (E-pub ahead of print) In: Journal of Glaciology. 12 p.

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

  29. 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

  30. 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

  31. 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

  32. E-pub ahead of print

    Multi-step Estimators and Shrinkage Effect in Time Series Models

    Svetunkov, I., Kourentzes, N. & Killick, R., 24/06/2023, (E-pub ahead of print) In: Computational Statistics.

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

  33. 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

  34. 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

  35. E-pub ahead of print

    Transactive Energy System Deployment over Insecure Communication Links

    Lu, Y., Lian, J., Zhu, M. & Ma, K., 4/05/2023, (E-pub ahead of print) In: IEEE Transactions on Automation Science and Engineering. 12 p.

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

  36. 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

  37. E-pub ahead of print

    Detecting changes in covariance via random matrix theory

    Ryan, S. & Killick, R., 10/04/2023, (E-pub ahead of print) In: Technometrics. p. 1-12 12 p.

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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. E-pub ahead of print

    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., 6/02/2023, (E-pub ahead of print) In: IEEE Transactions on Neural Networks and Learning Systems. 14 p.

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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. Published

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

    Wang, X., 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

  52. 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

  53. 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

  54. Published

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

    Tangena, J-AA., 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

  55. 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

  56. 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

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