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LIRA - Fundamentals

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  1. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. E-pub ahead of print

    Detecting changes in covariance via random matrix theory

    Ryan, S. & Killick, R., 10/04/2023, (E-pub ahead of print) In: Technometrics. p. 1-12 12 p.

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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. Published

    EBSRMF: Ensemble Based Similarity-Regularized Matrix Factorization to Predict Anticancer Drug Responses

    Shahzad, M., Tahir, M. A., Khan, M. A., Jiang, R. & Shams, R. A., 21/07/2022, In: Journal of Intelligent and Fuzzy Systems. 43, 3, p. 3443-3452 10 p.

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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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. (eds.). Springer, p. 335-350 16 p.

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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. Unpublished

    Exact and Heuristic Approaches to Arc Routing Problems

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

    Research output: Thesis › Doctoral Thesis

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

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