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LIRA - Fundamentals

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  1. 2020
  2. Published

    A Geostatistical Filter for Remote Sensing Image Enhancement

    Wang, Q., Tong, X. & Atkinson, P. M., 1/03/2020, In: Mathematical Geosciences. 52, p. 317-336 20 p.

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

  3. Published

    Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification

    Zhang, C., Harrison, P., Pan, X., Li, H., Sargent, I. & Atkinson, P., 28/02/2020, In: Remote Sensing of Environment. 237, 16 p., 111593.

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

  4. Published

    A Comparison of post-saccadic oscillations in European-Born and China-Born British University Undergraduates

    Mardanbegi, D., Wilcockson, T., Killick, R. C., Xia, B., Gellersen, H-W. G., Sawyer, P. & Crawford, T. J., 25/02/2020, In: PLoS ONE. 15, 2, 14 p., e0229177.

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

  5. Published

    Quantifying the Effect of Registration Error on Spatio-Temporal Fusion

    Tang, Y., Wang, Q., Zhang, K. & Atkinson, P. M., 12/02/2020, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 13, p. 487-503 17 p.

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

  6. Published

    Two-Phase Object-Based Deep Learning for Multi-Temporal SAR Image Change Detection

    Zhang, X., Liu, G., Zhang, C., Atkinson, P., Tan, X., Jian, X., Zhou, X. & Li, Y., 7/02/2020, In: Remote Sensing. 12, 3, p. 1-22 22 p., 548.

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

  7. Published

    Towards Deep Machine Reasoning: a Prototype-based Deep Neural Network with Decision Tree Inference

    Angelov, P. & Soares, E., 2/02/2020, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  8. Published

    A nonparametric approach to detecting changes in variance in locally stationary time series

    Chapman, J-L., Eckley, I. & Killick, R., 1/02/2020, In: Environmetrics. 31, 1, 12 p., e2576.

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

  9. Published

    An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study

    Williams, B., Borroni, D., Liu, R., Zhao, Y., Zhang, J., Lim, J., Ma, B., Romano, V., Qi, H., Ferdousi, M., Petropoulos, I., Ponirakis, G., Kaye, S., Malik, R., Alam, U. & Zheng, Y., 1/02/2020, In: Diabetologia. 63, 2, p. 419-430 12 p.

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

  10. 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

  11. Published

    State-space ARIMA for supply-chain forecasting

    Svetunkov, I. & Boylan, J. E., 1/02/2020, In: International Journal of Production Research. 58, 3, p. 818-827 10 p.

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

  12. Published

    Information Loss-Guided Multi-Resolution Image Fusion

    Wang, Q., Shi, W. & Atkinson, P. M., 31/01/2020, In: IEEE Transactions on Geoscience and Remote Sensing. 58, 1, p. 45-57 13 p.

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

  13. Published

    Remotely Sensed Mid-Channel Bar Dynamics in Downstream of the Three Gorges Dam, China

    Wen, Z., Yang, H., Zhang, C., Shao, G. & Wu, S., 28/01/2020, In: Remote Sensing. 12, 3, p. 1-21 21 p., 409.

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

  14. Published

    Improving Fetal Head Contour Detection by Object Localisation with Deep Learning

    Al-Bander, B., Alzahrani, T., Alzahrani, S., Williams, B. M. & Zheng, Y., 24/01/2020, Medical Image Understanding and Analysis : 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 142-150 9 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

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

  15. Published

    Learning Active Contour Models for Medical Image Segmentation

    Chen, X., Williams, B., Vallabhanehi, S., Czanner, G., Williams, R. & Zheng, Y., 9/01/2020, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 11632-11640 9 p.

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

  16. Published

    A Simple Combination of Univariate Models

    Petropoulos, F. & Svetunkov, I., 1/01/2020, In: International Journal of Forecasting. 36, 1, p. 110-115 6 p.

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

  17. 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

  18. Published

    Joint Destriping and Segmentation of OCTA Images

    Wu, X., Gao, D., Williams, B. M., Stylianides, A., Zheng, Y. & Jin, Z., 1/01/2020, Medical Image Understanding and Analysis - 23rd Conference, MIUA 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Springer, p. 423-435 13 p. (Communications in Computer and Information Science; vol. 1065 CCIS).

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

  19. Published

    Preface

    Zheng, Y., Williams, B. M. & Chen, K., 1/01/2020, Medical Image Understanding and Analysis: 23rd Conference, MIUA 2019, Liverpool, UK, July 24–26, 2019, Proceedings. Zheng, Y., Williams, B. M. & Chen, K. (eds.). Cham: Springer, p. vi (Communications in Computer and Information Science; vol. 1065).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Other chapter contribution

  20. 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

  21. Published

    Privacy Preserving Control and Optimization for Cyber-Physical Systems

    Lu, Y., 2020

    Research output: Thesis › Doctoral Thesis

  22. Published

    Privacy-Preserving Transactive Energy System

    Lu, Y., 2020, American Control Conference.

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

  23. 2019
  24. Published

    The Effects of Previous Error and Success in Alzheimer’s Disease and Mild Cognitive Impairment

    Crawford, T., Taylor, S., Mardanbegi, D., Polden, M., Wilcockson, T., Killick, R., Sawyer, P., Gellersen, H. & Leroi, I., 27/12/2019, In: Scientific Reports. 9, 1, 10 p., 20204.

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

  25. 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

  26. Published

    Self-Organising and Self-Learning Model for Soybean Yield Prediction

    Alghamdi, M., Angelov, P., Rufino, M., Gimenez, R. & Almeida Soares, E., 16/12/2019, 2019 6th International Conference on Social Networks Analysis, Management and Security, SNAMS 2019. Alsmirat, M. & Jararweh, Y. (eds.). IEEE, p. 441-446 6 p.

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

  27. Published

    Identifying the spatio-temporal risk variability of avian influenza A H7N9 in China

    Zhang, P., Wang, J. & Atkinson, P. M., 15/12/2019, In: Ecological Modelling. 414, 13 p., 108807.

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

  28. 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

  29. Published

    Towards Explainable Deep Neural Networks (xDNN)

    Angelov, P. & Soares, E., 5/12/2019, In: arXiv. p. 1-9 9 p.

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

  30. 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

  31. 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

  32. 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

  33. Published

    SLO-ML: A Language for Service Level Objective Modelling in Multi-cloud applications

    Elhabbash, A., Jumagaliyev, A., Blair, G. & Elkhatib, Y., 1/12/2019, Proceedings of IEEE/ACM 12th International Conference on Utility and Cloud Computing. IEEE/ACM, p. 241–250 10 p.

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

  34. Published

    Tackling a VRP challenge to redistribute scarce equipment within time windows using metaheuristic algorithms

    Kheiri, A., Dragomir, A., Mueller, D., Gromicho, J., Jagtenberg, C. & van Hoorn, J. J., 1/12/2019, In: EURO Journal on Transportation and Logistics. 8, 5, p. 561-595 35 p.

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

  35. Published

    Local Optimality of Self-Organising Neuro-Fuzzy Inference Systems

    Gu, X., Angelov, P. P. & Rong, H., 30/11/2019, In: Information Sciences. 503, p. 351-380 30 p.

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

  36. 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

  37. Published

    A Self-Adaptive Synthetic Over-Sampling Technique for Imbalanced Classification

    Gu, X., Angelov, P. P. & Soares, E. A., 25/11/2019, In: arXiv.

    Research output: Contribution to Journal/Magazine › Journal article

  38. Published

    Improved artificial intelligence for glaucoma grading from fundus photographs via uncertainty-informed decision referral

    Czanner, G., MacCormick, I. J. C., Williams, B., Zheng, Y., Czanner, S., Tatham, A., Trucco, M., Li, Y., Congdon, N., Venkatesh, K. A., Kavitha, S. & Willoughby, C. E., 22/11/2019.

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

  39. Published

    Robust balancing of production lines: MILP models and pre-processing rules

    Pirogov, A., 20/11/2019

    Research output: Thesis › Doctoral Thesis

  40. 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

  41. Published

    Future Extreme Climate Prediction in Western Jilin Province Based on Statistical DownScaling Model: International Geoscience and Remote Sensing Symposium (IGARSS)

    Zhang, P., Yin, D. & Atkinson, P. M., 14/11/2019, 2019 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2019 - Proceedings. IEEE, p. 9886-9889 4 p.

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

  42. 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

  43. Published

    Investigating the effect of temporal and spatial flexibility on the performance of one-way electric carsharing systems

    Boyacı, B. & Zografos, K. G., 1/11/2019, In: Transportation Research Part B: Methodological. 129, p. 244-272 29 p.

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

  44. Published

    Novelty Detection and Learning from Extremely Weak Supervision

    Almeida Soares, E. & Angelov, P., 1/11/2019

    Research output: Other contribution

  45. Published

    Self-awareness in Software Engineering: A systematic literature review

    Elhabbash, A., Salama, M., Bahsoon, R. & Tino, P., 31/10/2019, In: ACM Transactions on Autonomous and Adaptive Systems. 14, 2, 42 p., 5.

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

  46. Published

    A thermal-electrical analogy model of a four-floor building with occupancy estimation for heating system control

    Tate, O., Cheneler, D. & Taylor, C. J., 29/10/2019, In: IFAC-PapersOnLine. 52, 11, p. 91-96 6 p.

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

  47. 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

  48. Published

    An Odometer-Free Approach for Unmanned Ground-Based Vehicle Simultaneous Localization and Mapping

    Gu, X., Angelov, P. & Khan, M., 26/10/2019.

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

  49. Published

    Photoperiod controls vegetation phenology across Africa

    Adole, T., Dash, J., Rodriguez-Galiano, V. & Atkinson, P. M., 25/10/2019, In: Communications Biology. 2, 1, 13 p., 391.

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

  50. 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

  51. Published

    Impacts of environmental and socio-economic factors on emergence and epidemic potential of Ebola in Africa

    Redding, D. W., Atkinson, P. M., Cunningham, A. A., Lo Iacono, G., Moses, L. M., Wood, J. L. N. & Jones, K. E., 15/10/2019, In: Nature Communications. 10, 1, 11 p., 4531.

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

  52. Published

    A hybrid OSVM-OCNN Method for Crop Classification from Fine Spatial Resolution Remotely Sensed Imagery

    Li, H., Zhang, C., Zhang, S. & Atkinson, P., 12/10/2019, In: Remote Sensing. 11, 20, 20 p., 2370.

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

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