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LIRA - Fundamentals

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  1. 2021
  2. Published

    Global land cover trajectories and transitions

    Radwan, T. M., Blackburn, G. A., Whyatt, J. D. & Atkinson, P. M., 17/06/2021, In: Scientific Reports. 11, 16 p., 12814.

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

  3. Published

    The association between community-based self-reported COVID-19 symptoms and social deprivation explored using symptom tracker apps: A repeated cross-sectional study in Northern Ireland

    McKinley, J. M., Cutting, D., Anderson, N., Graham, C., Johnston, B., Mueller, U., Atkinson, P., van Woerden, H., Bradley, D. T. & Kee, F., 22/06/2021, In: BMJ Open. 11, 6, 9 p., e048333.

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

  4. Published

    An Adaptive Capsule Network for Hyperspectral Remote Sensing Classification

    Ding, X., Li, Y., Yang, J., Li, H., Liu, L., Liu, Y. & Zhang, C., 23/06/2021, In: Remote Sensing. 13, 13, p. 1-17 17 p., 2445.

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

  5. Published

    If a System is Learning to Self-adapt, Who's Teaching?

    Elkhatib, Y. & Elhabbash, A., 29/06/2021, 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS). IEEE, p. 256-257 2 p. 9462001. (Proceedings - 2021 International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2021).

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

  6. Published

    A joint distribution framework to improve presence-only species distribution models by exploiting opportunistic surveys

    Molgora, J. M. E., Sedda, L., Diggle, P. & Atkinson, P. M., 30/06/2021, In: Biorxiv.

    Research output: Contribution to Journal/Magazine › Journal article

  7. 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

  8. Published

    Secure facial recognition in the encrypted domain using a local ternary pattern approach

    Khan, F. A., Bouridane, A., Boussakta, S., Jiang, R. & Almaadeed, S., 30/06/2021, In: Journal of Information Security and Applications. 59

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

  9. Published

    A micromechanics and machine learning coupled approach for failure prediction of unidirectional CFRP composites under triaxial loading: A preliminary study

    Chen, J., Wan, L., Ismail, Y., Ye, J. & Yang, D., 1/07/2021, In: Composite Structures. 267, 14 p., 113876.

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

  10. E-pub ahead of print

    Framework to create cloud-free remote sensing data using passenger aircraft as the platform

    Wang, C., Wang, S., Cui, H., Šebela, M., Zhang, C., Gu, X., Fang, X., Hu, Z., Tang, Q. & Wang, Y., 7/07/2021, (E-pub ahead of print) In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 14 p.

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

  11. Published

    A Matheuristic Approach for Finding Effective Base Locations and Team Configurations for North West Air Ambulance

    Boyacı, B., Nayeem, M. A. & Kheiri, A., 8/07/2021, GECCO '21: Proceedings of the Genetic and Evolutionary Computation Conference Companion. Chicano, F. (ed.). New York: ACM, p. 1817-1824 8 p.

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

  12. Published

    A parametric study of adhesive bonded joints with composite material using black-box and grey-box machine learning methods: Deep neuron networks and genetic programming

    Gu, Z., Liu, Y., J.Hughes, D., Ye, J. & Hou, X., 15/07/2021, In: Composites Part B: Engineering. 217, 11 p., 108894.

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

  13. 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

  14. Published

    Secure Perception-Driven Control of Mobile Robots Using Chaotic Encryption

    Zhang, X., Yuan, Z., Xu, S., Lu, Y. & Zhu, M., 28/07/2021, 2021 American Control Conference (ACC). IEEE, p. 2575-2580 6 p.

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

  15. 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

  16. 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

  17. Published

    Geospatial modelling of tropical cyclone risk along the northeast coast of Oman: Marine hazard mitigation and management policies

    Mansour, S., Darby, S., Leyland, J. & Atkinson, P. M., 31/07/2021, In: Marine Policy. 129, 16 p., 104544.

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

  18. Published

    Self-Organizing Software Models for the Internet of Things: Complex Software Structures that Emerge without a Central Controller

    Arellanes, D., 31/07/2021, In: IEEE Systems, Man, and Cybernetics Magazine. 7, 3, p. 4-9 6 p.

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

  19. Published

    Micromechanical analysis of UD CFRP composite lamina under multiaxial loading with different loading paths

    Chen, J., Wan, L., Ismail, Y., Hou, P., Ye, J. & Yang, D., 1/08/2021, In: Composite Structures. 269, 13 p., 114024.

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

  20. Published

    Reliability-based design assessment of offshore inflatable barrier structures made of fibre-reinforced composites

    Aboshio, A., Uche, A. O., Akagwu, P. & Ye, J., 1/08/2021, In: Ocean Engineering. 233, 10 p., 109016.

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

  21. Published

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

    Baisa, N. L., Williams, B. M., Rahmani, H., Angelov, P. P. & Black, S., 4/08/2021, In: arXiv. abs/2108.02234

    Research output: Contribution to Journal/Magazine › Journal article

  22. Published

    Robust End-to-End Hand Identification via Holistic Multi-Unit Knuckle Recognition

    Vyas, R., Rahmani, H., Boswell-Challand, R., Angelov, P., Black, S. & Williams, B., 4/08/2021, International Joint Conference on Biometrics (IJCB-2021). Shenzhen, China: IEEE, p. 1-8 8 p. 9484356. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

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

  23. Published

    Time-of-Flight Spectroscopy of 252 Cf Spontaneous Fission Neutrons: Influences of Detector Voltage, Pulse-Shape Discrimination and Shielding

    Grievson, A., Taylor, C. J., Roberts, N. J., Bunce, M. & Joyce, M., 12/08/2021, 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC). IEEE, 4 p. 19. (IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)).

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

  24. Published

    Silver: Novel Rendering Engine for Data Hungry Computer Vision Models

    Kerim, A., Soriano Marcolino, L. & Jiang, R., 15/08/2021.

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

  25. Published

    The role of earth observation in achieving sustainable agricultural production in arid and semi-arid regions of the world

    Qader, S. H., Dash, J., Alegana, V. A., Khwarahm, N. R., Tatem, A. J. & Atkinson, P. M., 26/08/2021, In: Remote Sensing. 13, 17

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

  26. Published

    Terahertz waveform selection of a pharmaceutical film coating process using a recurrent network

    Li, X., Williams, B., May, R. K., Evans, M. J., Zhong, S., Gladden, L. F., Shen, Y. C., Axel Zeitler, J. & Lin, H., 29/08/2021, 2021 46th International Conference on Infrared, Millimeter, and Terahertz Waves, IRMMW-THz 2021. IEEE, (2021 46th International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz)).

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

  27. 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

  28. Published

    Fine temporal resolution satellite sensors with global coverage: an opportunity for landscape ecologists

    Pazúr, R., Price, B. & Atkinson, P. M., 31/08/2021, In: Landscape Ecology. 36, p. 2199-2213 15 p.

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

  29. Published

    Harnessing the Power of Smart and Connected Health to Tackle COVID-19: IoT, AI, Robotics, and Blockchain for a Better World

    Firouzi, F., Farahani, B., Daneshmand, M., Grise, K., Song, J., Saracco, R., Wang, L. L., Lo, K., Angelov, P., Almeida Soares, E., Po-Shen Loh, Talebpour, Z., Moradi, R., Mohsen Goodarzi, Haleh Ashraf, Mohammad Talebpour, Alireza Talebpour, Luca Romeo, Rupam Das, Hadi Heidari, & 12 othersDana Pasquale, James Moody, James Moodys, Chris Woods, Erich S. Huang, Payam Barnaghi, Sarrafzadeh, M., Ron Li, Kristen L Beck, Olexandr Isayev, Nakmyoung Sung & Alan Luo, 31/08/2021, In: IEEE Internet of Things Journal. 8, 16, p. 12826-12846 21 p.

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

  30. Published

    Infants Oscillatory Frequencies change during Free-Play for Social vs Non-social Interactions

    Smith, E., Elliott, D., Killick, R., Crawford, T., Kidby, S. & Reid, V., 31/08/2021, In: Infant Behavior and Development. 64, 14 p., 101612.

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

  31. 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

  32. Published

    Tracking small-scale tropical forest disturbances: Fusing the Landsat and Sentinel-2 data record

    Zhang, Y., Ling, F., Wang, X., Foody, G. M., Boyd, D. S., Li, X., Du, Y. & Atkinson, P. M., 31/08/2021, In: Remote Sensing of Environment. 261, 17 p., 112470.

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

  33. 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

  34. Published

    Uncertainty assessment of drought characteristics projections in humid subtropical basins in China based on multiple CMIP5 models and different index definitions

    Xu, K., Wu, C., Zhang, C. & Hu, B., 1/09/2021, In: Journal of Hydrology. 600, p. 1-17 17 p., 126502.

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

  35. E-pub ahead of print

    Real-Time Spatiotemporal Spectral Unmixing of MODIS Images

    Wang, Q., Ding, X., Tong, X. & Atkinson, P. M., 2/09/2021, (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

  36. Published

    Is Design-Driven Innovation the Next Competitive Advantage? A Cross-Country Symposium of Japan, Germany, and the UK

    Liu, R., 3/09/2021.

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

  37. Published

    2D bio-based nanomaterial as a green route to amplify the formation of hydrate phases of cement composites: Atomistic simulations and analytical characterization

    Chi, Y., Huang, B., Saafi, M., Fullwood, N., Lambert, C., Whale, E., Hepworth, D. & Ye, J., 13/09/2021, In: Construction and Building Materials. 299, 23 p., 123867.

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

  38. Published

    ME-Net: A Multi-Scale Erosion Network for Crisp Building Edge Detection from Very High Resolution Remote Sensing Imagery

    Wen, X., Li, X., Zhang, C., Han, W., Li, E., Liu, W. & Zhang, L., 24/09/2021, In: Remote Sensing. 13, 19, p. 1-24 24 p., 3826.

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

  39. Published

    A case study on the effects of data temporal resolution on the simulation of water flux extremes using a process-based model at the grassland field scale

    Wu, L., Curceac, S., Atkinson, P. M., Milne, A. & Harris, P., 30/09/2021, In: Agricultural Water Management. 255, 10 p., 107049.

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

  40. Published

    A Meta-interactive Compositional Approach that Fosters Musical Emergence through Ludic Expressivity

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Rubegni, E., 30/09/2021, In: ACM - PACMHCI CHI PLAY. 5, CHI PLAY, p. 1-32 32 p., 262.

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

  41. 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

  42. Published

    Quantifying delta channel network changes with Landsat time-series data

    Chen, C., Tian, B., Schwarz, C., Zhang, C., Guo, L., Xu, F., Zhou, Y. & He, Q., 30/09/2021, In: Journal of Hydrology. 600, 14 p., 126688.

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

  43. Published

    Spatial-Spectral Radial Basis Function-Based Interpolation for Landsat ETM+ SLC-Off Image Gap Filling

    Wang, Q., Wang, L., Li, Z., Tong, X. & Atkinson, P. M., 30/09/2021, In: IEEE Transactions on Geoscience and Remote Sensing. 59, 9, p. 7901-7917 17 p.

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

  44. Published

    GIBBON: General-purpose Information-Based Bayesian Optimisation

    Moss, H. B., Leslie, D. S., Gonzalez, J. & Rayson, P., 8/10/2021, In: Journal of Machine Learning Research. 22, 235, p. 1-49 49 p.

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

  45. 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

  46. Published

    Numerical Assessment on the Dynamic Behaviour of Submarine Hoses Attached to CALM Buoy Configured as Lazy-S under Water Waves

    Amaechi, C. V., Wang, F. & Ye, J., 15/10/2021, In: Journal of Marine Science and Engineering (JMSE). 9, 10, 48 p., 1130.

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

  47. 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

  48. Published

    Mathematical Modelling of Bonded Marine Hoses for Single Point Mooring (SPM) Systems, with Catenary Anchor Leg Mooring (CALM) Buoy Application: A Review

    Amaechi, C. V., Wang, F. & Ye, J., 26/10/2021, In: Journal of Marine Science and Engineering (JMSE). 9, 11, 61 p., 1179.

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

  49. 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

  50. Published

    Integrating spatio-temporal-spectral information for downscaling Sentinel-3 OLCI images

    Tang, Y., Wang, Q., Tong, X. & Atkinson, P. M., 31/10/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 180, p. 130-150 21 p.

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

  51. Published

    Iterative Deep Learning (IDL) for agricultural landscape classification using fine spatial resolution remotely sensed imagery

    Li, H., Zhang, C., Zhang, S., Ding, X. & Atkinson, P., 31/10/2021, In: International Journal of Applied Earth Observation and Geoinformation. 102, 11 p., 102437.

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

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