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  1. Published

    COVID-19 Outbreak Prediction with Machine Learning

    Ardabili, S. F., Mosavi, A., Ghamisi, P., Ferdinand, F., Varkonyi-Koczy, A. R., Reuter, U., Rabczuk, T. & Atkinson, P., 1/10/2020, In: Algorithms. 13, 10, 36 p., 249.

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

  2. Published

    COTS vision system, radiation sensor and 6 DoF robot for use in identifying radiologically uncharacterised objects

    Monk, S., Cheneler, D., West, C., Bandala Sanchez, M., Montazeri, A., Dixon, N. & Taylor, C. J., 21/01/2021, 2020 Australian and New Zealand Control Conference (ANZCC). IEEE

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

  3. Published

    Correction: Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile (PLoS ONE (2019) 14:1 (e0209409) DOI: 10.1371/journal.pone.0209409)

    MacCormick, I. J. C., Williams, B. M., Zheng, Y., Li, K., Al-Bander, B., Czanner, S., Cheeseman, R., Willoughby, C. E., Brown, E. N., Spaeth, G. L. & Czanner, G., 3/04/2019, In: PLoS ONE. 14, 4, 1 p., e0215056.

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

  4. Published

    Corporate Social Responsibility and Sustainability-Led Innovation

    Liu, R. & Chen, S., 17/07/2022. 17 p.

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

  5. Published

    Control of hydraulically–actuated manipulators with dead–band and time–delay uncertainties

    Albrecht, O., Bandala Sanchez, M., Monk, S. & Taylor, J., 17/04/2020, p. 54-55. 2 p.

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

  6. Published

    Considering long-memory when testing for changepoints in surface temperature: a classification approach based on the time-varying spectrum

    Beaulieu, C., Killick, R. C., Ireland, D. & Norwood, B., 1/02/2020, In: Environmetrics. 31, 1, 14 p., e2568.

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

  7. Published

    Concept Drift Detection Using Autoencoders in Data Streams Processing

    Jaworski, M., Rutkowski, L. & Angelov, P., 7/10/2020, Artificial Intelligence and Soft Computing: 19th International Conference, ICAISC 2020, Zakopane, Poland, October 12-14, 2020, Proceedings, Part I. Rutkowski, L., Scherer, R., Korytkowski, M., Pedrycz, W., Tadeusiewicz, R. & Zurada, J. M. (eds.). Cham: Springer, p. 124-133 10 p. (Lecture Notes in Computer Science; vol. 12415 ).

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

  8. 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

  9. 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

  10. Published

    Compact viscometer prototype for remote in-situ analysis of sludge

    Fried, T., Cheneler, D., Monk, S. D., Taylor, C. J. & Dodds, J., 26/07/2019, In: Sensors. 19, 15, 14 p., 3299.

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

  11. 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

  12. Published

    Collective influence of household and community capitals on agricultural employment as a measure of rural poverty in the Mahanadi Delta, India

    Berchoux, T., Watmough, G. R., Amoako Johnson, F., Hutton, C. W. & Atkinson, P. M., 1/01/2020, In: AMBIO: A Journal of the Human Environment . 49, 1, p. 281-298 18 p.

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

  13. Published

    Cloud Instance Selection Using Parallel K-Means and AHP

    Guo, T., Bahsoon, R., Chen, T., Elhabbash, A., Samreen, F. & Elkhatib, Y., 1/12/2019, Proceedings of IEEE/ACM 12th International Conference on Utility and Cloud Computing. IEEE/ACM, p. 71-76 6 p.

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

  14. Published

    Cloud Brokerage: A Systematic Survey

    Elhabbash, A., Samreen, F., Hadley, J. & Elkhatib, Y., 02/2019, In: ACM Computing Surveys. 51, 6, p. 1-28 28 p., 119.

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

  15. 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

  16. E-pub ahead of print

    Chronic kidney disease of unknown origin is associated with environmental urbanisation in Belfast, UK

    McKinley, J. M., Mueller, U., Atkinson, P. M., Ofterdinger, U., Cox, S. F., Doherty, R., Fogarty, D., Egozcue, J. J. & Pawlowsky-Glahn, V., 24/06/2020, (E-pub ahead of print) In: Environmental Geochemistry and Health.

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

  17. Published

    Chronic kidney disease of uncertain aetiology and its relation with waterborne environmental toxins: An investigation via compositional balances

    McKinley, J. M., Mueller, U., Atkinson, P. M., Ofterdinger, U., Cox, S. F., Doherty, R., Fogarty, D. & Egozcue, J. J., 2/06/2021, Advances in Compositional Data Analysis - Festschrift in Honour of Vera Pawlowsky-Glahn. Filzmoser, P., Hron, K., Martin-Fernandez, J. A. & Palarea-Albaladejo, J. (eds.). Cham: Springer, p. 285-302 18 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  18. 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

  19. 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

  20. Published

    Brief Introduction to Statistical Machine Learning

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 17-67 51 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  21. Published

    Brief Introduction to Computational Intelligence

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 69-99 31 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  22. Published

    Blocks-removed spatial unmixing for downscaling MODIS images

    Wang, Q., Peng, K., Tang, Y., Tong, X. & Atkinson, P. M., 1/04/2021, In: Remote Sensing of Environment. 256, 17 p., 112325.

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

  23. Published

    Biospytial: spatial graph-based computing for ecological big data

    Escamilla Molgora, J. M., Sedda, L. & Atkinson, P., 11/05/2020, In: GigaScience. 9, 5, p. 1-25 25 p., giaa039.

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

  24. Published

    Big Data Analytics for Electricity Theft Detection in Smart Grids

    Khan, I. U., Javaid, N., Taylor, C. J., Gamage, K. & Ma, X., 29/07/2021, 2021 IEEE Madrid PowerTech - 14th IEEE Power and Energy Society PowerTech Conference. IEEE, 6 p.

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

  25. Published

    Big data analytics based short term electricity load forecasting model for residential buildings in smart grids

    Khan, I. U., Javaid, N., Taylor, C. J., Gamage, K. A. A. & Ma, X., 10/08/2020, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, p. 544-549 6 p.

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

  26. Published

    Bayesian Dynamic Linear Models for Estimation of Phenological Events from Remote Sensing Data

    Johnson, M., Caragea, P. C., Meiring, W., Jeganathan, C. & Atkinson, P. M., 1/03/2019, In: Journal of Agricultural, Biological, and Environmental Statistics. 24, 1, p. 1-25 25 p.

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

  27. Published

    BARNet: Boundary-Aware Refined Network for Automatic Building Extraction in Very High-Resolution Urban Aerial Images

    Jin, Y., Xu, W., Zhang, C., Luo, X. & Jia, H., 14/02/2021, In: Remote Sensing. 13, 4, 20 p., 692.

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

  28. Published

    BACE1 Overexpression Reduces SH-SY5Y Cell Viability Through a Mechanism Distinct from Amyloid-β Peptide Accumulation: Beta Prime-Mediated Competitive Depletion of sAβPPα

    Owens, L., Bracewell, J., Benedetto, A., Dawson, N., Gaffney, C. & Parkin, E., 5/04/2022, In: Journal of Alzheimer's Disease. 86, 3, p. 1201-1220 20 p.

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

  29. Published

    Axial-Load Resistance of a Novel UHPFRC Grouted SHS Tube-Sleeve Connection: Experimental, Numerical, and Theoretical Approaches

    Huang, Z., Zhang, W., Fan, S., Sui, L. & Ye, J., 30/11/2021, In: Journal of Structural Engineering. 147, 11

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

  30. Published

    Autophagy promotes visceral aging in wild-type C. elegans

    Benedetto, A. & Gems, D., 3/04/2019, In: Autophagy. 15, 4, p. 737-732 2 p.

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

  31. Published

    Autonomous Learning Multiple-Model Zero-Order Classifier for Heart Sound Classification

    Almeida Soares, E., Angelov, P. P. & Gu, X., 1/09/2020, In: Applied Soft Computing. 94, 9 p., 106449.

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

  32. Published

    Autonomous Learning Multi-model Systems

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 199-222 24 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  33. 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

  34. Published

    Automatic Extraction and Labelling of Memorial Objects From 3D Point Clouds

    Arnold, N., Angelov, P., Viney, T. & Atkinson, P., 23/04/2021, In: Journal of Computer Applications in Archaeology. 4, 1, p. 79-93 15 p.

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

  35. Published

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

    Coan, L., Williams, B. M., Adithya, V. K., Upadhyaya, S., Czanner, S., Venkatesh, R., Willoughby, C. E., Srinivasan, K. & Czanner, G., 12/04/2022, In: arXiv. abs/2204.05591

    Research output: Contribution to Journal/Magazine › Journal article

  36. 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

  37. Published

    Automatic Detection and Mapping of Espeletia Plants from UAV Imagery

    Rodriguez, J., Zhang, C., Lizarazo, I. & Prieto, F., 12/10/2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS. IEEE, p. 2831-2834 4 p. (2021 IEEE International Geoscience and Remote Sensing Symposium).

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

  38. Published

    Automated Person Identification Framework Based on Fingernails and Dorsal Knuckle Patterns

    Alghamdi, M., Angelov, P. & Williams, B., 24/01/2022, 2021 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 8 p.

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

  39. Published

    Auto-diagnosis of COVID-19 using Lung CT Images with Semi-supervised Shallow Learning Network

    Konar, D., Panigrahi, B. K., Bhattacharyya, S. & Jiang, R., 11/02/2021, In: IEEE Access. 9, p. 28716 - 28728 13 p.

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

  40. 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

  41. Published

    Author Correction: Impacts of environmental and socio-economic factors on emergence and epidemic potential of Ebola in Africa (Nature Communications, (2019), 10, 1, (4531), 10.1038/s41467-019-12499-6)

    Redding, D. W., Atkinson, P. M., Cunningham, A. A., Iacono, G. L., Moses, L. M., Wood, J. L. N. & Jones, K. E., 15/11/2019, In: Nature Communications. 10, 1, 1 p., 5258.

    Research output: Contribution to Journal/Magazine › Journal article

  42. Published

    Attaining Meta-self-awareness through Assessment of Quality-of-Knowledge

    Elhabbash, A., Bahsoon, R., Tino, P., Lewis, P. R. & Elkhatib, Y., 11/11/2021, Proceedings - 2021 IEEE International Conference on Web Services, ICWS 2021. Chang, C. K., Damiani, E., Fan, J., Ghodous, P., Maximilien, M., Wang, Z., Ward, R. & Zhang, J. (eds.). IEEE, p. 712-723 12 p. (Proceedings - 2021 IEEE International Conference on Web Services, ICWS 2021).

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

  43. Published

    Attack Detection of Nonlinear Distributed Control Systems

    Lu, Y., 2020, American Control Conference.

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

  44. Published

    Assisted teleoperation for a dual-manipulator robot and coordination with aerial vehicles for nuclear decommissioning applications

    Bandala Sanchez, M., Nemati, H., Montazeri, A. & Taylor, C. J., 21/06/2019.

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

  45. Published

    Assessing the uncertainty of tree height and Aboveground Biomass from Terrestrial Laser Scanner and Hypsometer using Airborne LiDAR data in Tropical rainforests

    Ojoatre, S., Zhang, C., Ali Hussin, Y., Kloosterman, H. & Mohd Hasmadi, I., 22/10/2019, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12, 10, p. 4149-4159 11 p.

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

  46. Published

    Assessing Daily Patterns using Home Activity Sensors and Within Period Changepoint Detection

    Taylor, S., Killick, R., Burr, J. & Rogerson, L., 30/06/2021, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 70, 3, p. 579-595 17 p.

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

  47. Published

    Applications of Semi-supervised Deep Rule-Based Classifiers

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 321-340 20 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  48. Published

    Applications of Deep Rule-Based Classifiers

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 295-319 25 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  49. Published

    Applications of Autonomous Learning Multi-model Systems

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 277-293 17 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

  50. Published

    Applications of Autonomous Data Partitioning

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 261-276 16 p. (Studies in Computational Intelligence; vol. 800).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Chapter (peer-reviewed) › peer-review

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