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DSI - Foundations

  1. 2022
  2. Forthcoming

    Recent Advances in AI-enabled Automated Medical Diagnosis

    Jiang, R. (ed.), Zhang, L. (ed.), Wei, H-L. (ed.), Crookes, D. (ed.) & Chazot, P. (ed.), 15/09/2022, (Accepted/In press) London: Routledge. 370 p.

    Research output: Book/Report/ProceedingsBook

  3. Published

    Truthful Online Double Auctions for Mobile Crowdsourcing: An On-demand Service Strategy

    Liu, S., Yu, Y., Guo, L., Yeoh, P. L., Ni, Q., Vucetic, B. & Li, Y., 1/09/2022, In: IEEE Internet of Things Journal. 9, 17, p. 16096 - 16112 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    AutoEnRichness: A hybrid empirical and analytical approach for estimating the richness of galaxy clusters: Estimating Galaxy Cluster Richness

    Chan, M. & Stott, J., 24/08/2022, In: Monthly Notices of the Royal Astronomical Society. 516, 1, p. 316-335 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Forthcoming

    Detecting changes in mixed-sampling rate data sequences

    Lowther, A., Killick, R. & Eckley, I., 23/08/2022, (Accepted/In press) In: Environmetrics.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    A Novel Wireless Leaf Area Index Sensor Based on a Combined U-Net Deep Learning Model

    Wang, H., Wu, Y., Ni, Q. & Liu, W., 15/08/2022, In: IEEE Sensors Journal. 22, 16, p. 16573 - 16585 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. E-pub ahead of print

    Online Service Migration in Mobile Edge with Incomplete System Information: A Deep Recurrent Actor-Critic Learning Approach

    Wang, J., Hu, J., Min, G., Ni, Q. & El-Ghazawi, T., 9/08/2022, (E-pub ahead of print) In: IEEE Transactions on Mobile Computing. 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. 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/MagazineJournal articlepeer-review

  9. E-pub ahead of print

    Modeling and forecasting of at home activity in older adults using passive sensor technology

    Gillam, J., Killick, R., Heal, J. & Norwood, B., 20/07/2022, (E-pub ahead of print) In: Statistics in Medicine.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Abnormal vibration detection of wind turbine based on temporal convolution network and multivariate coefficient of variation

    Zhan, J., Wu, C., Ma, X., Yang, C., Miao, Q. & Wang, S., 15/07/2022, In: Mechanical Systems and Signal Processing. 174, 15 p., 109082.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Dual Isolated Multilevel Modular Inverter with Novel Switching and Voltage Stress Suppression

    Alotaibi, S., Ma, X. & Darwish, A., 9/07/2022, In: Energies. 15, 14, 18 p., 5025.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. E-pub ahead of print

    A secure drone-to-drone communication and software defined drone network-enabled traffic monitoring system

    Kumar, A., Yadav, A. S., Gill, S. S., Pervaiz, H., Ni, Q. & Buyya, R., 30/11/2022, In: Simulation Modelling Practice and Theory. 120, 27 p., 102621.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. E-pub ahead of print

    Wireless charging systems for electric vehicles

    Amjad, M., Farooq-i-Azam, M., Ni, Q., Dong, M. & Ansari, E. A., 31/10/2022, In: Renewable and Sustainable Energy Reviews. 167, 21 p., 112730.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Forthcoming

    Micro-Macro Changepoint Inference for Periodic Data Sequences

    Ushakova, A., Taylor, S. & Killick, R., 1/07/2022, (Accepted/In press) In: Journal of Computational and Graphical Statistics.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    A Comparison of Single and Multiple Changepoint Techniques for Time Series Data

    Shi, X., Gallagher, C., Lund, R. & Killick, R., 30/06/2022, In: Computational Statistics and Data Analysis. 170, 19 p., 107433.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    A Novel Data-driven Approach to Autonomous Fuzzy Clustering

    Gu, X., Ni, Q. & Tang, G., 30/06/2022, In: IEEE Transactions on Fuzzy Systems. 30, 6, p. 2073-2085 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    Continuous Network Update With Consistency Guaranteed in Software-Defined Networks

    He, X., Zheng, J., Dai, H., Zhang, C., Li, G., Dou, W., Rafique, W., Ni, Q. & Chen, G., 30/06/2022, In: IEEE/ACM Transactions on Networking . 30, 3, p. 1424-1438 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Estimating Monotone Concave Stochastic Production Frontiers

    Tsionas, M., 30/06/2022, In: Journal of Business and Economic Statistics. 40, 3, p. 1403-1414 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    Joint Radio Resource Allocation and Beamforming Optimization for Industrial Internet of Things in Software-Defined Networking-Based Virtual Fog-Radio Access Network 5G-and-Beyond Wireless Environments

    Rahimi, P., Chrysostomou, C., Pervaiz, H., Vassiliou, V. & Ni, Q., 30/06/2022, In: IEEE Transactions on Industrial Informatics. 18, 6, p. 4198-4209 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Stochastic smoothing of point processes for wildlife-vehicle collisions on road networks

    Borrajo, M. I., Comas, C., Costafreda-Aumedes, S. & Mateu, J., 30/06/2022, In: Stochastic Environmental Research and Risk Assessment. 36, 6, p. 1563-1577 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. E-pub ahead of print

    Efficient Matrix Polynomial Expansion Detector for Large-Scale MIMO: An Inverse-Transform-Sampling Approach

    Deng, Q., Liang, X., Ni, Q. & Wu, J., 28/06/2022, (E-pub ahead of print) In: IEEE Systems Journal. 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Forthcoming

    Numerical Simulation of Icing on Nrel 5-MW Reference Offshore Wind Turbine Blades Under Different Icing Conditions

    Cao, H., Bai, X., Ma, X., Yin, Q. & Yang, X., 28/06/2022, (Accepted/In press) In: China Ocean Engineering. 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    CoFiF Plus: A French Financial Narrative Summarisation Corpus

    Zmandar, N., Daudert, T., Ahmadi, S., El-Haj, M. & Rayson, P., 23/06/2022, Language Resources and Evaluation (LREC 2022). Calzolari, N. (ed.). Paris: European Language Resources Association (ELRA), p. 1622-1639 18 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  24. E-pub ahead of print

    Entropy-based Reinforcement Learning for computation offloading service in software-defined multi-access edge computing

    Li, K., Wang, X., Ni, Q. & Huang, M., 30/11/2022, In: Future Generation Computer Systems. 136, p. 241-251 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    IgboBERT Models: Building and Training Transformer Models for the Igbo Language

    Chukwuneke, CI., Rayson, P., Ezeani, I. & El-Haj, M., 20/06/2022, LREC 2022 Conference Proceedings. Calzolari, N. (ed.). Paris: European Language Resources Association (ELRA), p. 5114–5122 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  26. Published

    Survey on Thai NLP Language Resources and Tools

    Arreerard, R., Mander, S. & Piao, S., 16/06/2022, Language Resources and Evaluation Conference LREC 2022 Proceedings. Paris: European Language Resources Association (ELRA), p. 6495-6505 11 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  27. Published

    AraSAS: The Open Source Arabic Semantic Tagger

    El-Haj, M., Rayson, P., de Souza, E., Khallaf, N. & Habash, N., 15/06/2022, p. 23-31. 8 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  28. Published

    Proceedings of the 4th Financial Narrative Processing Workshop (FNP 2022)

    El-Haj, M., Rayson, P. & Zmandar, N., 15/06/2022, France: European Language Resources Association (ELRA). 161 p.

    Research output: Book/Report/ProceedingsProceedings

  29. Published

    The Financial Narrative Summarisation Shared Task (FNS 2022)

    El-Haj, M., Zmandar, N., Rayson, P., AbuRa'ed, A., Litvak, M., Pittaras, N., Giannakopoulos, G., Kosmopoulos, A., Carbajo-Coronado, B. & Sandoval, A., 15/06/2022, Language Resources and Evaluation (LREC 2022). Calzolari, N. (ed.). Paris: European Language Resources Association (ELRA), p. 52-61 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  30. E-pub ahead of print

    Delve into Neural Activations: Towards Understanding Dying Neurons

    Jiang, Z., Wang, Y., Li, C-T., Angelov, P. & Jiang, R., 9/06/2022, (E-pub ahead of print) In: IEEE Transactions on Artificial Intelligence. 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. E-pub ahead of print

    Changepoint Detection: An Analysis of the Central England Temperature Series

    Shi, X., Beaulieu, C., Killick, R. & Lund, R., 8/06/2022, (E-pub ahead of print) In: Journal of Climate. p. 1-46 47 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. E-pub ahead of print

    Autocovariance Estimation in the Presence of Changepoints

    Gallagher, C., Killick, R., Lund, R. & Shi, X., 6/06/2022, (E-pub ahead of print) In: Journal of the Korean Statistical Society. 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. Published

    Data-Driven Web APIs Recommendation for Building Web Applications

    Qi, L., He, Q., Chen, F., Zhang, X., Dou, W. & Ni, Q., 1/06/2022, In: IEEE Transactions on Big Data. 8, 3, p. 685-698 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. Published

    Textual Variations Affect Human Judgements of Sentiment Values

    Lee Teh, P., Rayson, P., Pak, I., Piao, S., Sze Yin Ho, J., Moore, A. & Cheah, Y-N., 31/05/2022, In: Electronic Commerce Research and Applications. 53, 11 p., 101149.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    Weighted Sparse Simplex Representation: A Unified Framework for Subspace Clustering, Constrained Clustering, and Active Learning

    Peng, H. & Pavlidis, N., 31/05/2022, In: Data Mining and Knowledge Discovery. 36, 3, p. 958–986 29 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. Published

    A linear regression variable time delay estimation algorithm for the analysis of hydraulic manipulators

    Albrecht, O. & Taylor, C. J., 27/05/2022, 2022 UKACC 13th International Conference on Control (CONTROL). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  37. Published

    Pole assignment control design for time–varying time–delay systems using radial basis functions

    Albrecht, O. & Taylor, C. J., 27/05/2022, 2022 UKACC 13th International Conference on Control (CONTROL). IEEE, 6 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  38. Published

    Design and Performance Analysis of Multi-scale NOMA for Future Communication-Positioning Integration System

    Yin, L., Cao, J., Ni, Q., Ma, Y. & Li, S., 30/04/2022, In: IEEE Journal on Selected Areas in Communications. 40, 4, p. 1333-1345 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. Published

    STGAT-MAD: Spatial-Temporal Graph Attention Network for Multivariate Time Series Anomaly Detection

    Zhan, J., Wang, S., Ma, X., Wu, C., Yang, C., Zeng, D. & Wang, S., 27/04/2022, (ICASSP 2022) 2022 IEEE International Conference on Acoustics, Speech and Signal Processing, May 22-27, 2022, Singapore. IEEE, 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  40. Published

    Hydrodynamic studies of floating structures: Comparison of wave-structure interaction modelling

    Sheng, W., Tapoglou, E., Ma, X., Taylor, C. J., Dorrell, R. M., Parsons, D. R. & Aggidis, G., 1/04/2022, In: Ocean Engineering. 249, 16 p., 110878.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published

    Addressing endogeneity when estimating stochastic ray production frontiers: a Bayesian approach

    Tsionas, M., Izzeldin, M., Henningsen, A. & Paravalos, E., 31/03/2022, In: Empirical Economics. 62, 3, p. 1345-1363 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    Metaheuristics “In the Large”

    Swan, J., Adriaensen, S., Brownlee, A. E. I., Hammond, K., Johnson, C. G., Kheiri, A., Krawiec, F., Merelo, J. J., Minku, L. L., Özcan, E., Pappa, G. L., García-Sánchez, P., Sörensen, K., Voß, S., Wagner, M. & White, D. R., 31/03/2022, In: European Journal of Operational Research. 297, 2, p. 393-406 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. E-pub ahead of print

    Data Driven Analysis for Electricity Theft Attack-Resilient Power Grid

    Khan, I. U., Javaid, N., Taylor, C. J. & Ma, X., 25/03/2022, (E-pub ahead of print) In: IEEE Transactions on Power Systems. 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  44. Forthcoming

    The Debiased Spatial Whittle Likelihood

    Guillaumin, A. P., Sykulski, A., Olhede, S. C. & Simons, F. J., 4/03/2022, (Accepted/In press) In: Journal of the Royal Statistical Society: Series B (Statistical Methodology).

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    A Stacked Machine and Deep Learning-based Approach for Analysing Electricity Theft in Smart Grids

    Khan, I. U., Javeid, N., Taylor, C. J., Gamage, K. & Ma, X., 1/03/2022, In: IEEE Transactions on Smart Grid. 13, 2, p. 1633-1644 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    Indolence is fatal: Research Opportunities in Designing Digital Shadows and Twins for Decision Support

    Marquardt, T., Cleophas, C. & Morgan, L., 28/02/2022, WSC '21: Proceedings of the Winter Simulation Conference. IEEE, 11 p. 239. (Proceedings of the Winter Simulation Conference).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  47. Published

    On the Design of Federated Learning in Latency and Energy Constrained Computation Offloading Operations in Vehicular Edge Computing Systems

    Shinde, S. S., Bozorgchenani, A., Tarchi, D. & Ni, Q., 28/02/2022, In: IEEE Transactions on Vehicular Technology. 71, 2, p. 2041-2057 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Forthcoming

    Efficient Pruning-Split LSTM Machine Learning Algorithm for Terrestrial-Satellite Edge Network

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H. & Zarakovitis, C., 12/02/2022, (Accepted/In press) IEEE ICC 2022.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  49. Published

    A multivariate pseudo-likelihood approach to estimating directional ocean wave models

    Grainger, J. P., Sykulski, A. M., Ewans, K., Hansen, H. F. & Jonathan, P., 8/02/2022, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  50. Published

    Generalized Functional Pruning Optimal Partitioning (GFPOP) for Constrained Changepoint Detection in Genomic Data

    Hocking, T. D., Rigaill, G., Fearnhead, P. & Bourque, G., 7/02/2022, In: Journal of Statistical Software. 101, 10, 31 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. E-pub ahead of print

    The ParlaMint corpora of parliamentary proceedings

    Erjavec, T., Ogrodniczuk, M., Osenova, P., Ljubešić, N., Simov, K., Pančur, A., Rudolf, M., Kopp, M., Barkarson, S., Steingrímsson, S., Çöltekin, Ç., de Does, J., Depuydt, K., Agnoloni, T., Venturi, G., Pérez, M. C., de Macedo, L. D., Navarretta, C., Luxardo, G., Coole, M. & 8 others, Rayson, P., Morkevičius, V., Krilavičius, T., Darǵis, R., Ring, O., van Heusden, R., Marx, M. & Fišer, D., 2/02/2022, (E-pub ahead of print) In: Language Resources and Evaluation.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  52. Published

    A hybrid LSTM-KLD approach to condition monitoring of operational wind turbines

    Wu, Y. & Ma, X., 31/01/2022, In: Renewable Energy. 181, p. 554-566 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  53. Published

    A Dataset of Hourly Sea Surface Temperature From Drifting Buoys

    Elipot, S., Sykulski, A., Lumpkin, R., Centurioni, L. & Pazos, M., 20/01/2022, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  54. E-pub ahead of print

    UNLT: Urdu Natural Language Toolkit

    Shafi, J., Iqbal, H. R., Nawab, R. M. A. & Rayson, P., 19/01/2022, (E-pub ahead of print) In: Natural Language Engineering. 36 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  55. Published

    Environmental Consequence of Deep Learning

    Borowiec, D., Harper, R. H. R. & Garraghan, P., 11/01/2022, In: ITNOW. 63, 4, p. 10-11 2 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  56. Published

    Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification

    Yue, J., Fang, L., Rahmani, H. & Ghamisi, P., 1/01/2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 13 p., 5501813.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  57. 2021
  58. Published

    CoPace: Edge Computation Offloading and Caching for Self-Driving with Deep Reinforcement Learning

    Tian, H., Xu, X., Qi, L., Zhang, X., Dou, W., Yu, S. & Ni, Q., 31/12/2021, In: IEEE Transactions on Vehicular Technology. 70, 12, p. 13281-13293 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  59. Published

    Resolving Multi-task Competition for Constrained Resources in Dispersed Computing: A Bilateral Matching Game

    Wu, H., Zhang, J., Cai, Z., Ni, Q., Zhou, T., Yu, J., Chen, H. & Liu, F., 31/12/2021, In: IEEE Internet of Things Journal. 8, 23, p. 16972-16983 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  60. Published

    Resource Allocation for Latency-aware Federated Learning in Industrial Internet-of-Things

    Gao, W., Zhao, Z., Min, G., Ni, Q. & Jiang, Y., 31/12/2021, In: IEEE Transactions on Industrial Informatics. 17, 12, p. 8505-8513 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  61. Published

    Yield Spread Determinants of Sukuk and Conventional Bonds

    Saeed, M., Elnahass, M., Izzeldin, M. & Tsionas, M., 31/12/2021, In: Economic Modelling. 105, 17 p., 105664.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  62. Published

    The Goldenshluger-Lepski Method for Constrained Least-Squares Estimators over RKHSs

    Page, S. & Grunewalder, S., 30/11/2021, In: Bernoulli. 27, 4, p. 2241 - 2266 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  63. Forthcoming

    The Elliptical Ornstein-Uhlenbeck Process

    Sykulski, A., Olhede, S. C. & Sykulska-Lawrence, H., 19/11/2021, (Accepted/In press) In: Statistics and Its Interface. 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  64. Published

    Machine Learning for Photovoltaic Systems Condition Monitoring: A Review

    Berghout, T., Benbouzid, M., Ma, X., Durovic, S. & Mouss, L-H., 15/11/2021, IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society. IEEE, 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  65. E-pub ahead of print

    Graphical Influence Diagnostics for Changepoint Models

    Wilms, I., Killick, R. & Matteson, D. S., 8/11/2021, (E-pub ahead of print) In: Journal of Computational and Graphical Statistics.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  66. Published

    A Stacked GRU-RNN-based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation

    Xia, M., Shao, H., Ma, X. & de Silva, C. W., 31/10/2021, In: IEEE Transactions on Industrial Informatics. 17, 10, p. 7050-7059 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  67. 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/MagazineJournal articlepeer-review

  68. Published

    Radiation testing of low cost, commercial off the shelf microcontroller board

    Fried, T., Di Buono, A., Cheneler, D., Cockbain, N., Dodds, J., Green, P. R., Lennox, B., Taylor, C. J. & Monk, S., 31/10/2021, In: Nuclear Engineering and Technology. 53, 10, p. 3335-3343 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  69. Published

    UAV-aided Wireless Power Transfer and Data Collection in Rician Fading

    Liu, Y., Xiong, K., Lu, Y., Ni, Q., Fan, P. & Letaief, K. B., 31/10/2021, In: IEEE Journal on Selected Areas in Communications. 39, 10, p. 3097-3113 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  70. 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/MagazineJournal articlepeer-review

  71. Published

    Machine Learning-Based Condition Monitoring for PV Systems: State of the Art and Future Prospects

    Berghout, T., Benbouzid, M., Bentrcia, T., Ma, X., Djurović, S. & Mouss, L-H., 3/10/2021, In: Energies. 14, 19, 25 p., 6316.

    Research output: Contribution to Journal/MagazineLiterature reviewpeer-review

  72. Published

    MasakhaNER: Named Entity Recognition for African Languages

    Masakhane, 1/10/2021, In: Transactions of the Association for Computational Linguistics. 9, p. 1116-1131 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  73. Published

    Intelligent Condition Monitoring of Wind Power Systems: State of the Art Review

    Benbouzid, M., Berghout, T., Sarma, N., Djurović, S., Wu, Y. & Ma, X., 20/09/2021, In: Energies. 14, 18, 33 p., 5967.

    Research output: Contribution to Journal/MagazineLiterature reviewpeer-review

  74. Published

    Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study

    Alsudias, L. & Rayson, P., 17/09/2021, In: JMIR Medical Informatics. 9, 9, 17 p., e27670.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  75. Published

    Identifying and Responding to Outlier Demand in Revenue Management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 16/09/2021, In: European Journal of Operational Research. 293, 3, p. 1015-1030 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  76. Published

    Problematising Characteristicness: A Biomedical Association Case Study

    Prentice, S., Knight, J., Rayson, P., El-Haj, M. & Rutherford, N., 31/08/2021, In: International Journal of Corpus Linguistics. 26, 3, p. 305-335 31 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  77. Published

    A Markovian Model for the Analysis of Age of Information in IoT Networks

    Abbas, Q., Hassan, S. A., Pervaiz, H. & Ni, Q., 31/07/2021, In: IEEE Wireless Communications Letters. 10, 7, p. 1596-1600 5 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  78. Published

    Flux-Weakening Control of Dual Three-Phase PMSM Based on Vector Space Decomposition Control

    Hu, Y., Li, Y., Ma, X., Li, X. & Huang, S., 31/07/2021, In: IEEE Transactions on Power Electronics . 36, 7, p. 8428-8438 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  79. 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/ISSNConference contribution/Paperpeer-review

  80. Published

    Extending the key semantic domains method beyond English corpora: Wmatrix version 5

    Rayson, P., 13/07/2021.

    Research output: Contribution to conference - Without ISBN/ISSN Posterpeer-review

  81. 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/ISSNConference contribution/Paperpeer-review

  82. Published

    Optimizing Computation Efficiency for NOMA-Assisted Mobile Edge Computing with User Cooperation

    Su, B., Ni, Q., Yu, W. & Pervaiz, H., 30/06/2021, In: IEEE Transactions on Green Communications and Networking. 5, 2, p. 858-867 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  83. Published

    Z-Sequence: photometric redshift predictions for galaxy clusters with sequential random k-nearest neighbours: Estimating Photometric Redshifts Of Clusters

    Chan, M. & Stott, J., 30/06/2021, In: Monthly Notices of the Royal Astronomical Society. 503, 4, p. 6078-6097 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  84. Published

    Multivariate Probabilistic Regression with Natural Gradient Boosting

    O'Malley, M., Sykulski, A., Lumpkin, R. & Schuler, A., 7/06/2021, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  85. Published

    A hyper-heuristic approach based upon a hidden Markov model for the multi-stage nurse rostering problem

    Kheiri, A., Gretsista, A., Keedwell, E., Lulli, G., Epitropakis, M. & Burke, E., 1/06/2021, In: Computers and Operations Research. 130, 14 p., 105221.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  86. Published

    Estimating the parameters of ocean wave spectra

    Grainger, J., Sykulski, A., Jonathan, P. & Ewans, K., 1/06/2021, In: Ocean Engineering. 229, 20 p., 108934.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  87. 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/MagazineJournal articlepeer-review

  88. Published

    A reinforcement learning hyper-heuristic for water distribution network optimisation

    Ahmed, A. O. M., Osman, S. M. Y., Yousif, T. E. H. & Kheiri, A., 17/05/2021, 2020 International Conference on Computer, Control, Electrical, and Electronics Engineering (ICCCEEE). IEEE, 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  89. Published

    A Right Time to Give: Beyond Saving Time in Automated Conditional Donations

    Bidwell, N. J., Elsden, C., Trotter, L., Hallwright, J., Moore, S., Jeite-Delbridge, K., Harding, M., Shaw, P., Davies, N., Speed, C. & Vines, J., 10/05/2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. New York: ACM, p. 1-20 20 p. 49

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  90. Published

    Analysing Keyword Lists

    Rayson, P. & Potts, A., 5/05/2021, A Practical Handbook of Corpus Linguistics. Paquot, M. & Gries, S. (eds.). Cham: Springer, p. 119-139 21 p.

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

  91. Published

    Estimating the travel time and the most likely path from Lagrangian drifters

    O'Malley, M., Sykulski, A., Laso-Jadart, R. & Madoui, M-A., 1/05/2021, In: Journal of Atmospheric and Oceanic Technology. 38, 5, p. 1059-1073 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  92. Published

    The influence of power-take-off control on the dynamic response and power output of combined semi-submersible floating wind turbine and point-absorber wave energy converters

    Si, Y., Chen, Z., Zeng, W., Sun, J., Zhang, D., Ma, X. & Qian, P., 1/05/2021, In: Ocean Engineering. 227, 23 p., 108835.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  93. Published

    Enabling Cost-Effective Population Health Monitoring By Exploiting Spatiotemporal Correlation

    Chen, D., Wang, J., Ruan, W., Ni, Q. & Helal, S., 30/04/2021, In: ACM Transactions on Computing for Healthcare. 2, 2, p. 1-19 19 p., 11.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  94. Published

    How marine currents and environment shape plankton genomic differentiation: a mosaic view from Tara Oceans metagenomic data

    Laso-Jadart, R., O'Malley, M., Sykulski, A., Ambroise, C. & Madoui, M-A., 30/04/2021, In: Biorxiv.

    Research output: Contribution to Journal/MagazineJournal article

  95. Published

    Intelligent Multisensor Cooperative Localization Under Cooperative Redundancy Validation

    Yin, L., Ni, Q. & Deng, Z., 30/04/2021, In: IEEE Transactions on Cybernetics. 51, 4, p. 2188-2200 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  96. Published

    Implementation and Evaluation of a Semi-Autonomous Hydraulic Dual Manipulator for Cutting Pipework in Radiologically Active Environments

    Monk, S., Grievson, A., Bandala Sanchez, M., West, C., Montazeri, A. & Taylor, C. J., 27/04/2021, In: Robotics. 10, 2, 15 p., 62.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  97. Published

    Detecting outlying demand in multi-leg bookings for transportation networks

    Rennie, N., Cleophas, C., Sykulski, A. M. & Dost, F., 9/04/2021, In: arXiv.org.

    Research output: Contribution to Journal/MagazineJournal article

  98. Published

    6G-Enabled Short-Term Forecasting for Large-Scale Traffic Flow in Massive IoT Based on Time-Aware Locality-Sensitive Hashing

    Wang, F., Zhu, M., Wang, M., Khosravi, M. R., Ni, Q., Yu, S. & Qi, L., 1/04/2021, In: IEEE Internet of Things Journal. 8, 7, p. 5321-5331 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  99. Published

    Adaptive treatment and robust control

    Clairon, Q., Henderson, R., Young, N., Wilson, E. & Taylor, C. J., 30/03/2021, In: Biometrics. 77, 1, p. 223-236 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  100. Published

    Stochastic gradient Markov chain Monte Carlo

    Nemeth, C. & Fearnhead, P., 30/03/2021, In: Journal of the American Statistical Association. 1116, 533, p. 433-450 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  101. Published

    A Low-Latency Interference Coordinated Routing for Wireless Multi-hop Networks

    Cheng, J., Yang, P., Navaie, K., Ni, Q. & Yang, H., 15/03/2021, In: IEEE Sensors Journal. 21, 6, p. 8679 - 8690 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  102. Published

    Task scheduling with precedence and placement constraints for resource utilization improvement in multi-user MEC environment

    Liu, B., Xu, X., Qi, L., Ni, Q. & Dou, W., 1/03/2021, In: Journal of Systems Architecture. 114, 11 p., 101970.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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