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LIRA - Fundamentals

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  1. Published

    Fast, vision-based line-following schemes for micro-aerial vehicles in nuclear environments

    Nemati, H., Goki, S. H. M., Yazdanshenas, A. & Taylor, J., 27/10/2019.

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

  2. 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

  3. E-pub ahead of print

    Fast and Slow Changes Constrained Spatio-temporal Subpixel Mapping

    Zhang, C., Wang, Q., Lu, P., Ge, Y. & Atkinson, P. M., 7/12/2021, (E-pub ahead of print) In: IEEE Transactions on Geoscience and Remote Sensing. 16 p.

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

  4. Published

    Fair-by-design explainable models for prediction of recidivism

    Almeida Soares, E. & Angelov, P., 2019, Arxiv.

    Research output: Other contribution

  5. 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

  6. Published

    Explaining Deep Learning Models Through Rule-Based Approximation and Visualization

    Almeida Soares, E., Angelov, P., Costa, B., Castro, M., Nageshrao, S. & Filev, D., 31/08/2021, In: IEEE Transactions on Fuzzy Systems. 29, 8, p. 2399-2407 9 p.

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

  7. Published

    Explainable-by-Design Deep Learning

    Almeida Soares, E., 15/08/2022, Lancaster University. 160 p.

    Research output: Thesis › Doctoral Thesis

  8. Published

    Explainable-by-design Deep Learning

    Angelov, P., 03/2021.

    Research output: Contribution to conference - Without ISBN/ISSN › Speech

  9. Published

    Explainable Density-based Approach for Self-driving Actions Classification

    Almeida Soares, E., Angelov, P., Filev, D., Costa, B., Castro, M. & Nageshrao, S., 16/12/2019, p. 1-6. 6 p.

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

  10. Published

    Explainable artificial intelligence: an analytical review

    Angelov, P., Almeida Soares, E., Jiang, R., Arnold, N. & Atkinson, P., 1/09/2021, In: WIREs Data Mining and Knowledge Discovery. 11, 5, 13 p., e1424.

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

  11. Published

    Experimental study on thermal performance of ultra-high performance concrete with coarse aggregates at high temperature

    Xue, C., Yu, M., Xu, H., Xu, L., Saafi, M. & Ye, J., 3/01/2022, In: Construction and Building Materials. 314, Part A, 12 p., 125585.

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

  12. Published

    Experimental Study on the Thermal-Mechanical Properties and Degradation of Sleeve Grouting Material at Elevated Temperatures

    Xue, C., Su, C., Yu, M., Xu, H. & Ye, J., 1/02/2021, In: Journal of Materials in Civil Engineering. 33, 2, 3493.

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

  13. Published

    Experimental study on motion characterization of CALM buoy hose system under water waves

    Amaechi, C. V., Wang, F. & Ye, J., 2/02/2022, In: Journal of Marine Science and Engineering (JMSE). 10, 2, 204.

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

  14. Published

    Experimental investigation on the post-fire cyclic behavior of grouted sleeve connections

    Wang, T., Yu, M., Li, X., Yan, Z., Saafi, M. & Ye, J., 12/04/2021, In: Construction and Building Materials. 279, 13 p., 122394.

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

  15. Published

    Exact and hyper-heuristic solutions for the distribution-installation problem from the VeRoLog 2019 challenge

    Kheiri, A., Ahmed, L., Boyacı, B., Gromicho, J., Mumford, C., Özcan, E. & Dirikoc, A. S., 1/09/2020, In: Networks. 76, 2, p. 294-319 26 p.

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

  16. Unpublished

    Exact and Heuristic Approaches to Arc Routing Problems

    Dang, T., 2022, (Unpublished) Lancaster University. 184 p.

    Research output: Thesis › Doctoral Thesis

  17. Published

    Evolution of ITZ and its effect on the carbonation depth of concrete under supercritical CO2 condition

    Bao, H., Xu, G., Yu, M., Wang, Q., Li, R., Saafi, M. & Ye, J., 28/02/2022, In: Cement and Concrete Composites. 126, 16 p., 104336.

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

  18. Published

    Evaluating the impact of declining tsetse fly (Glossina pallidipes) habitat in the Zambezi valley of Zimbabwe

    Matawa, F., Murwira, A. & Atkinson, P. M., 1/08/2020, In: Geocarto International. 35, 12, p. 1373-1384 12 p.

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

  19. Published

    Evaluating the ability of numerical models to capture important shifts in environmental time series: A fuzzy change point approach

    Hollaway, M. J., Henrys, P. A., Killick, R., Leeson, A. & Watkins, J., 31/05/2021, In: Environmental Modelling and Software. 139, 10 p., 104993.

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

  20. Published

    Evaluating IoT service composition mechanisms for the scalability of IoT systems

    Arellanes, D. & Lau, K.-K., 1/07/2020, In: Future Generation Computer Systems. 108, p. 827-848 22 p.

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

  21. Published

    Estimating Artificial Impervious Surface Percentage in Asia by Fusing Multi-Temporal MODIS and VIIRS Nighttime Light Data

    Li, F., Li, E., Zhang, C., Samat, A., Liu, W., Li, C. & Atkinson, P., 9/01/2021, In: Remote Sensing. 13, 2, p. 1-22 22 p., 212.

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

  22. Published

    Epilogue: Studies in Computational Intelligence

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 341-346 6 p. (Studies in Computational Intelligence; vol. 800).

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

  23. Published

    Envisioning SLO-driven Service Selection in Multi-cloud Applications

    Elhabbash, A., Elkhatib, Y., Blair, G., Lin, Y., Barker, A. & Thomson, J., 1/12/2019, Proceedings of IEEE/ACM 12th International Conference on Utility and Cloud Computing. IEEE/ACM, p. 9-14 6 p.

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

  24. Published

    Ensembles of multiple spectral water indices for improving surface water classification

    Wen, Z., Zhang, C., Shao, G., Wu, S. & Atkinson, P., 1/04/2021, In: International Journal of Applied Earth Observation and Geoinformation. 96, 13 p., 102278.

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

  25. Published

    Ensemble-Based Bounding Box Regression for Enhanced Knuckle Localization

    Vyas, R., Williams, B. M., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 17/02/2022, In: Sensors. 22, 4, 18 p., 1569.

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

  26. Published

    Enhancing the performance of one-way electric carsharing systems through the optimum deployment of fast chargers

    Bekli, S., Boyacı, B. & Zografos, K. G., 31/10/2021, In: Transportation Research Part B: Methodological. 152, p. 118-139 22 p.

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

  27. Published

    En-face analysis of the human limbal lymphatic vasculature

    Palme, C., Ahmad, S., Romano, V., Seifarth, C., Williams, B., Parekh, M., Kaye, S. B. & Steger, B., 31/12/2020, In: Experimental Eye Research. 201, 5 p., 108278.

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

  28. Published

    Energy-Aware Placement of Device-to-Device Mediation Services in IoT Systems

    Elhabbash, A. & Elkhatib, Y., 25/11/2021, Service-Oriented Computing: 19th International Conference, ICSOC 2021, Virtual Event, November 22–25, 2021, Proceedings. Hacid, H., Kao, O., Mecella, M., Moha, N. & Paik, H.-Y. (eds.). Springer, p. 335-350 16 p.

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

  29. Published

    Empirical Fuzzy Sets and Systems

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 135-155 21 p. (Studies in Computational Intelligence; vol. 800).

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

  30. Published

    Empirical Approach—Introduction

    Angelov, P. P. & Gu, X., 1/01/2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Cham: Springer-Verlag, p. 103-133 31 p. (Studies in Computational Intelligence; vol. 800).

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

  31. 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

  32. Published

    Elucidating the performance of hybrid models for predicting extreme water flow events through variography and wavelet analyses

    Curceac, S., Milne, A., Atkinson, P. M., Wu, L. & Harris, P., 31/07/2021, In: Journal of Hydrology. 598, 17 p., 126442.

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

  33. Published

    Eigenvalue analysis and case study examples of fractional order generalised predictive control

    Alarfaj, Y. & Taylor, C. J., 11/11/2019, 25th IEEE International Conference on Automation and Computing (ICAC). IEEE, 6 p.

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

  34. Published

    EffUnet-SpaGen: An efficient and spatial generative approach to glaucoma detection

    Krishna Adithya, V., Williams, B. M., Czanner, S., Kavitha, S., Friedman, D. S., Willoughby, C. E., Venkatesh, R. & Czanner, G., 30/05/2021, In: Journal of Imaging. 7, 6, 17 p., 92.

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

  35. 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

  36. Published

    Effect of rubber particles and fibers on the dynamic compressive behavior of novel ultra-lightweight cement composites: Numerical simulations and metamodeling

    Huang, Z., Deng, W., Du, S., Gu, Z., Long, W. & Ye, J., 15/02/2021, In: Composite Structures. 258, 20 p., 113210.

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

  37. 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

  38. Published

    Dynamic susceptibility mapping of slow-moving landslides using PSInSAR

    Jiaxuan, H., Mowen, X. & Atkinson, P. M., 1/08/2020, In: International Journal of Remote Sensing. 41, 19, p. 7509-7529 21 p.

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

  39. Published

    Dynamic prediction-based relocation policies in one-way station-based carsharing systems with complete journey reservations

    Repoux, M., Kaspi, M., Boyacı, B. & Geroliminis, N., 1/12/2019, In: Transportation Research Part B: Methodological. 130, p. 82-104 23 p.

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

  40. Published

    Drusen and macular degeneration lesions

    Williams, B., Burgess, P. & Zheng, Y., 27/11/2019, Computational Retinal Image Analysis: Tools, Applications and Perspectives. Trucco, E., MacGillivray, T. & Xu, Y. (eds.). Academic Press, p. 245-272 28 p. (The Elsevier and MICCAI Society Book Series).

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

  41. Published

    Dramatic Loss of Agricultural Land Due to Urban Expansion Threatens Food Security in the Nile Delta, Egypt.

    Radwan, T. M., Blackburn, G. A., Whyatt, J. D. & Atkinson, P. M., 8/02/2019, In: Remote Sensing. 11, 3, 20 p., 332.

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

  42. Published

    Downscaling Gridded DEMs Using the Hopfield Neural Network

    Nguyen, Q. M., Nguyen, T. T. H., La, P. H., Lewis, H. G. & Atkinson, P., 13/12/2019, In: IEEE Journal of Selected Topics in Applied Remote Sensing. 12, 11, p. 4426-4437 12 p.

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

  43. 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

  44. Published

    Distributed Safe Reinforcement Learning for Multi-Robot Motion Planning

    Lu, Y., Guo, Y., Zhao, G. & Zhu, M., 15/07/2021, 2021 29th Mediterranean Conference on Control and Automation (MED). IEEE, 6 p. (2021 29th Mediterranean Conference on Control and Automation (MED); vol. 2021).

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

  45. Published

    Distributed Economic Control of Dynamically Coupled Networks

    Lu, Y. & Zhu, M., 1/03/2022, In: IEEE Transactions on Cybernetics. 52, 3, p. 1377-1391 15 p.

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

  46. 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

  47. 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

  48. Published

    Detecting changes in mean in the presence of time-varying autocovariance

    McGonigle, E., Killick, R. & Nunes, M., 15/01/2021, In: Stat. 10, 1, 14 p., e351.

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

  49. 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

  50. Published

    Detecting and Learning from Unknown by Extremely Weak Supervision: eXploratory Classifier (xClass)

    Angelov, P. & Almeida Soares, E., 30/11/2021, In: Neural Computing and Applications. 33, 22, p. 15145-15157 13 p.

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

  51. Published

    Design Thinking and Business Model Innovation

    Liu, R. & Mannhardt, L., 9/06/2019, p. 1-30. 30 p.

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

  52. Published

    Design and analysis method of nonlinear helical springs using a combining technique: Finite element analysis, constrained Latin hypercube sampling and genetic programming

    Gu, Z., Hou, X. & Ye, J., 1/11/2021, In: Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 235, 22, p. 5917-5930 14 p.

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

  53. 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

  54. Published

    Deep Rule-Based Aerial Scene Classifier using High-Level Ensemble Feature Descriptor

    Gu, X. & Angelov, P. P., 30/09/2019, 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 7 p. 8851838

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

  55. Published

    Deep learning-based landslide susceptibility mapping

    Azarafza, M., Akgün, H., Atkinson, P. M. & Derakhshani, R., 16/12/2021, In: Scientific Reports. 11, 1, 16 p., 24112.

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

  56. 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

  57. Published

    Deep Learning based Automated Forest Health Diagnosis from Aerial Images

    Chiang, C.-Y., Angelov, P., Barnes, C. & Jiang, R., 28/07/2020, In: IEEE Access. 8, p. 144064 - 144076 13 p.

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

  58. Published

    Decision-Making in Evolving Environments: A Bayesian Multi-Agent Bandit Framework

    Alsomali, M., Soriano Marcolino, L., Porter, B. & Rodrigues-Filho, R., 2025, AAMAS: International Conference on Autonomous Agents and Multiagent Systems. ACM, 2 p.

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

  59. Published

    Decentralized Data Flows in Algebraic Service Compositions for the Scalability of IoT Systems

    Arellanes, D. & Lau, K.-K., 22/07/2019, IEEE 5th World Forum on Internet of Things (WF-IoT 2019). IEEE, p. 668-673 6 p. 8767238

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

  60. 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

  61. Published

    Decentralised Task Allocation in the Fog: Estimators for Effective Ad-hoc Teamwork

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 8/05/2020.

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

  62. Published

    Data Partitioning—Empirical Approach

    Angelov, P. P. & Gu, X., 2019, Empirical Approach to Machine Learning. Angelov, P. & Gu, X. (eds.). Springer-Verlag, Vol. 800. p. 175-198 24 p. (Studies in Computational Intelligence; vol. 800).

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

  63. E-pub ahead of print

    Cyber-Resilient Transactive Energy System Design over Insecure Communication Links

    Lu, Y., Lian, J., Zhu, M. & Ma, K., 16/10/2021, (E-pub ahead of print) In: arXiv.

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

  64. Published

    Crop classification from full-year fully-polarimetric L-band UAVSAR time-series using the Random Forest algorithm

    Li, H., Zhang, C., Zhang, S. & Atkinson, P., 31/05/2020, In: International Journal of Applied Earth Observation and Geoinformation. 87, 12 p., 102032.

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

  65. 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

  66. 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

  67. 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

  68. 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

  69. 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

  70. 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

  71. 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

  72. 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

  73. 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

  74. 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

  75. 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

  76. 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

  77. 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

  78. 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

  79. 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

  80. 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

  81. 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

  82. 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

  83. 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

  84. 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

  85. 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

  86. 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

  87. 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

  88. 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

  89. 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

  90. 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

  91. 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

  92. 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

  93. 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

  94. 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

  95. 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

  96. 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

  97. 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

  98. 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

  99. 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

  100. 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

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