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LIRA - Fundamentals

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  1. 2020
  2. 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

  3. Published

    The effect of the point spread function on downscaling continua

    Wang, Q., Tang, Y. & Atkinson, P. M., 1/10/2020, In: ISPRS Journal of Photogrammetry and Remote Sensing. 168, p. 251-267 17 p.

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

  4. Published

    Towards explainable deep neural networks (xDNN)

    Angelov, P. & Soares, E., 1/10/2020, In: Neural Networks. 130, p. 185-194 10 p.

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

  5. Published

    A deep convolutional neural network-based approach for superficial dorsal hand vein pattern matching

    Gu, X., Williams, B. & Black, S., 14/09/2020.

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

  6. Published

    H-Unique - In search of uniqueness - harnessing anatomical hand variation

    Williams, B., Gu, X. & Black, S., 14/09/2020.

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

  7. Published

    The Local Partial Autocorrelation Function and some Applications

    Killick, R. C., Knight, M., Nason, G. P. & Eckley, I. A., 10/09/2020, In: Electronic Journal of Statistics. 14, 2, p. 3268-3314 47 p.

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

  8. Published

    A reinforcement learning hyper-heuristic for the optimisation of flight connections

    Pylyavskyy, Y., Kheiri, A. & Ahmed, L., 3/09/2020, IEEE Congress on Evolutionary Computation (IEEE CEC). IEEE, 9185803

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

  9. 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

  10. 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

  11. Published

    Incorporating spatial association into statistical classifiers: local pattern-based prior tuning

    Bai, H., Cao, F., Atkinson, M. P., Chen, Q., Wang, J. & Ge, Y., 1/09/2020, In: International Journal of Geographical Information Science. 34, 10, p. 2077-2114 38 p.

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

  12. Published

    Recent Advances in Selection Hyper-heuristics

    Drake, J. H., Kheiri, A., Özcan, E. & Burke, E. K., 1/09/2020, In: European Journal of Operational Research. 285, 2, p. 405-428 24 p.

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

  13. Published

    Modeling and optimizing a fare incentive strategy to manage queuing and crowding in mass transit systems

    Tang, Y., Jiang, Y., Yang, H. & Nielsen, O. A., 31/08/2020, In: Transportation Research Part B: Methodological. 138, p. 247-267 21 p.

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

  14. Published

    A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion

    Gu, X., Khan, M., Angelov, P., Tiwary, B., Shafipour Yourdshahi, E. & Yang, Z., 26/08/2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). IEEE, p. 1-10 10 p.

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

  15. Published

    Opportunities for machine learning and artificial intelligence in national mapping agencies: enhancing ordnance survey workflow

    Murray, J., Sargent, I., Holland, D., Gardiner, A., Dionysopoulou, K., Coupland, S., Hare, J., Zhang, C. & Atkinson, P., 24/08/2020, In: International Archives of the Photogrammetry Remote Sensing and Spatial Information Sciences. p. 185–189 5 p., XLIII-B5-2020.

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

  16. Published

    Heuristic algorithm based optimal power flow model incorporating stochastic renewable energy sources

    Khan, I. U., Javaid, N., Akurugoda Gamage, K., Taylor, C. J., Baig, S. & Ma, X., 14/08/2020, In: IEEE Access. 8, p. 148622-148643 22 p.

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

  17. 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

  18. Published

    Straight to the Point: Fast-forwarding Videos via Reinforcement Learning Using Textual Data

    De Souza Ramos, W., Silva, M. M., Araujo, E. R., Soriano Marcolino, L. & Nascimento, E. R., 5/08/2020, Proceedings of the 2020 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2020. IEEE, p. 10928-10937 10 p.

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

  19. Published

    Survey: What’s new in forecasting software?

    Fildes, R., Schaer, O., Svetunkov, I. & Yusupova, A., 4/08/2020, In: Operations Research Management Science Today. 47, 4

    Research output: Contribution to Journal/Magazine › Journal article

  20. 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

  21. 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

  22. Published

    How firms learn in NPD networks: The 4S model

    Liu, R., Rindt, J. & Hart, S., 1/08/2020, In: Industrial Marketing Management. 89, p. 446-458 13 p.

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

  23. Published

    Deep Learning based Automated Forest Health Diagnosis from Aerial Images

    Chiang, C., 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

  24. Published

    Joint Deep Learning: A novel framework for urban land cover and land use classification

    Zhang, C., Pan, X., Li, H., Zhang, S. & Atkinson, P., 22/07/2020, p. 1-5. 5 p.

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

  25. 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

  26. Published

    High-Dimensional Changepoint Detection via a Geometrically Inspired Mapping

    Grundy, T., Killick, R. & Mihaylov, G., 1/07/2020, In: Statistics and Computing. 30, p. 1155–1166 12 p.

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

  27. Published

    Sub-pixel mapping with point constraints

    Wang, Q., Zhang, C. & Atkinson, P. M., 1/07/2020, In: Remote Sensing of Environment. 244, 16 p., 111817.

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

  28. Published

    Quasi-tomography by free space line field spectral domain optical coherence reflectometry

    Lawman, S., Williams, B. M., Zheng, Y. & Shen, Y. C., 30/06/2020, In: Measurement Science and Technology. 31, 6, 9 p., 065203.

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

  29. Published

    An Ontological Architecture for Principled and Automated System of Systems Composition

    Elhabbash, A., Nundloll, V., Elkhatib, Y., Blair, G. & Sanz Marco, V., 29/06/2020, 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems. ACM, p. 85–95 11 p.

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

  30. 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

  31. Published

    AI-enabled Microscopic Blood Analysis for Microfluidic COVID-19 Hematology

    Xia, T., Fu, Y. Q., Jin, N., Chazot, P., Angelov, P. & Jiang, R., 21/06/2020, p. 98-102. 5 p.

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

  32. Published

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

    Gu, X., Angelov, P. & Almeida Soares, E., 1/06/2020, In: International Journal of Intelligent Systems. 35, 6, p. 923-943 21 p.

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

  33. Published

    An evaluation of automated GPD threshold selection methods for hydrological extremes across different scales

    Curceac, S., Atkinson, P. M., Milne, A., Wu, L. & Harris, P., 1/06/2020, In: Journal of Hydrology. 585, 15 p., 124845.

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

  34. Published

    Investigating the influence of environmental factors on the incidence of renal disease with compositional data analysis using balances

    McKinley, J. M., Mueller, U., Atkinson, P., Ofterdinger, U., Jackson, C., Cox, S. F., Doherty, R., Fogarty, D., Egozcue, J. J. & Pawlowsky-Glahn, V., 1/06/2020, In: Applied Computing and Geosciences. 6, 7 p., 100024.

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

  35. Published

    Robust and adaptive anticoagulant control

    Avery, P., Clairon, Q., Henderson, R., Taylor, C. J. & Wilson, E., 1/06/2020, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 69, 3, p. 503-524 22 p.

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

  36. Published

    An evolving approach to data streams clustering based on typicality and eccentricity data analytics

    Bezerra, C. G., Costa, B. S. J., Guedes, L. A. & Angelov, P. P., 31/05/2020, In: Information Sciences. 518, p. 13-28 16 p.

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

  37. 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

  38. Published

    On Privacy Preserving Data Release of Linear Dynamic Networks

    Lu, Y. & Zhu, M., 31/05/2020, In: Automatica. 115, 13 p., 108839.

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

  39. Published

    An Ontological Framework for Opportunistic Composition of IoT Systems

    Nundloll, V., Elkhatib, Y., Elhabbash, A. & Blair, G. S., 11/05/2020, 2020 IEEE International Conference on Informatics, IoT, and Enabling Technologies (ICIoT). IEEE, p. 614-621 8 p.

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

  40. 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

  41. Published

    On-line Estimators for Ad-hoc Task Allocation: Extended Abstract

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1999–2001 3 p.

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

  42. Published

    Real-time Learning and Planning in Environments with Swarms: A Hierarchical and a Parameter-based Simulation Approach

    Pelcner, L., Li, S., Do Carmo Alves, M., Soriano Marcolino, L. & Collins, A., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1019–1027 9 p.

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

  43. 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

  44. Published

    SARS-CoV-2 CT-scan dataset: A large dataset of real patients CT scans for SARS-CoV-2 identification

    Angelov, P. & Almeida Soares, E., 29/04/2020, In: medRxiv. 8 p.

    Research output: Contribution to Journal/Magazine › Journal article

  45. E-pub ahead of print

    Highly interpretable hierarchical deep rule-based classifier

    Gu, X. & Angelov, P., 20/04/2020, (E-pub ahead of print) In: Applied Soft Computing. 92

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

  46. Published

    Local search heuristic for the optimisation of flight connections

    Alrasheed, M., Mohammed, W., Pylyavskyy, Y. & Kheiri, A., 20/04/2020, International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE). IEEE, 4 p.

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

  47. 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

  48. 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

  49. Published

    An Optimisation Framework for Airline Fleet Maintenance Scheduling with Tail Assignment Considerations

    Torres Sanchez, D., Boyacı, B. & Zografos, K. G., 31/03/2020, In: Transportation Research Part B: Methodological. 133, p. 142-164 23 p.

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

  50. Published

    India’s contribution to mitigating the impacts of climate change through vegetation management

    Dash, J., Behera, M. D., Jeganathan, C., Jha, C. S., Sharma, S., Lucas, R., Khuroo, A. A., Harris, A., Atkinson, P. M., Boyd, D. S., Singh, C. P., Kale, M. P., Kumar, P., Behera, S. K., Chitale, V. S., Jayakumar, S., Sharma, L. K., Pandey, A. C., Avishek, K., Pandey, P. C., & 2 othersMohapatra, S. N. & Varshney, S. K., 31/03/2020, In: Tropical Ecology. 61, p. 168-171 4 p.

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

  51. Published

    Heuristic sequence selection for inventory routing problem

    Kheiri, A., 9/03/2020, In: Transportation Science. 54, 2, p. 302-312 11 p.

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

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