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Data Science Institute

  1. 2023
  2. Published

    Integration of Hybrid Offshore Wind and Wave Energy using PMSG and Linear Generators

    Ayub, M. W. & Ma, X., 16/10/2023, ICAC 2023 - 28th International Conference on Automation and Computing. IEEE, p. 1-6 6 p.

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

  3. Published
  4. Published

    A Computational Model for Reputation and Ensemble-Based Learning Model for Prediction of Trustworthiness in Vehicular Ad Hoc Network

    Alharthi, A., Ni, Q., Jiang, R. & Khan, M. A., 15/10/2023, In: IEEE Internet of Things Journal. 10, 20, p. 18248-18258 11 p., 20.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Cluster Control and Energy Consumption Minimization for Cooperative Prediction Based Spectrum Sensing in Cognitive Radio Networks

    Nie, D., Yu, W., Ni, Q., Pervaiz, H. & Min, G., 30/09/2023, In: IEEE Transactions on Communications. 71, 9, p. 5580 - 5594 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Computation Offloading for Tasks with Bound Constraints in Multi-access Edge Computing

    Li, K., Wang, X., He, Q., Ni, Q., Yang, M., Huang, M. & Dustdar, S., 30/09/2023, In: IEEE Internet of Things Journal. 10, 17, p. 15526-15536 11 p., 17.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    SIMPLE—A modular tool for simulating complex platform trials

    Meyer, E. L., Mielke, T., Parke, T., Jacko, P. & Koenig, F., 30/09/2023, In: SoftwareX. 23, p. 101515 101515.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Posting patterns in peer online support forums and their associations with emotions and mood in bipolar disorder: Exploratory analysis

    Jagfeld, G., Lobban, F., Davies, R., Boyd, R. L., Rayson, P. & Jones, S., 25/09/2023, In: PLoS One. 18, 9, e0291369.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Un-Paradoxing Privacy: Considering Hopeful Trust

    Knowles, B. & Conchie, S., 25/09/2023, In: ACM Transactions on Computer-Human Interaction (TOCHI). 30, 6, p. 1-24 24 p., 87.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Comparing Pre-Training Schemes for Luxembourgish BERT Models

    Lothritz, C., Ezzini, S., Purschke, C., Bissyande, T. F. D. A., Klein, J., Olariu, I., Boytsov, A., Lefebvre, C. & Goujon, A., 22/09/2023, Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023). Association for Computational Linguistics (ACL Anthology)

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

  11. Published

    Keeping children within the family: Changing patterns in the use of special guardianship orders

    Alrouh, B. & Harwin, J., 14/09/2023, In: International Journal of Population Data Science. 8, 2

    Research output: Contribution to Journal/MagazineConference articlepeer-review

  12. Published

    Open-Source Thesaurus Development for Under-Resourced Languages: a Welsh Case Study

    Khallaf, N., Arfon, E., El-Haj, M., Morris, J., Knight, D., Rayson, P., Hammouda, T. & Jarrar, M., 14/09/2023.

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

  13. Unpublished

    A Model of High Latitude Ionospheric Convection derived from SuperDARN EOF model Data

    Lam, M. M., Walach, M., Chisham, G., Freeman, M. P., Grocott, A. & Orr, L., 13/09/2023, (Unpublished).

    Research output: Contribution to conference - Without ISBN/ISSN Poster

  14. Published

    Aircraft Detection from Low SCNR SAR Imagery Using Coherent Scattering Enhancement and Fused Attention Pyramid

    Zhang, X., Hu, D., Li, S., Luo, Y., Li, J. & Zhang, C., 12/09/2023, In: Remote Sensing. 15, 18, 4480.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    In silico, in vivo

    Hardy, J., Benedetto, A. & Appleby, J., 11/09/2023, The Biologist, 70, 3, p. 14-17 4 p.

    Research output: Contribution to specialist publicationEditorial

  16. Published

    Dynamics of Exclusion and Violence in Education and Their Effect on Peacebuilding in Syria

    Aldoughli, R., 10/09/2023, EuroMed Feminist Initiative.

    Research output: Book/Report/ProceedingsCommissioned report

  17. Published

    The importance of context in extreme value analysis with application to extreme temperatures in the U.S. and Greenland

    Clarkson, D., Eastoe, E. & Leeson, A., 2/09/2023, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 72, 4, p. 829-843 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Could diabetes prevention programmes result in the widening of sociodemographic inequalities in type 2 diabetes? Comparison of survey and administrative data for England

    Chatzi, G., Whittaker, W., Chandola, T., Mason, T., Soiland-Reyes, C., Sutton, M. & Bower, P., 1/09/2023, In: Journal of Epidemiology and Community Health. 77, 9, p. 565-570 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    FinAraT5: A text to text model for financial Arabic text understanding and generation

    Zmandar, N., El-Haj, M. & Rayson, P., 1/09/2023, Proceedings of the 4th Conference on Language, Data and Knowledge. Carvalho, S., Khan, A. F., Anić, A. O., Spahiu, B., Gracia, J., McCrae, J. P., Gromann, D., Heinisch, B. & Salgado, A. (eds.). Vienna, Austria: NOVA CLUNL, Portugal, p. 262-273 12 p.

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

  20. Published

    Holistic view of the seascape dynamics and environment impact on macro-scale genetic connectivity of marine plankton populations

    Laso-Jadart, R., O’Malley, M., Sykulski, A. M., Ambroise, C. & Madoui, M.-A., 1/09/2023, In: BMC Ecology and Evolution. 23, 1, 46.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    The importance of context in extreme value analysis with application to extreme temperatures in the USA and Greenland

    Clarkson, D., Eastoe, E. & Leeson, A., 31/08/2023, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 72, 4, p. 829-843 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Using forecasting to evaluate the impact of COVID-19 on passenger air transport demand

    Li, X., de Groot, M. & Bäck, T., 31/08/2023, In: Decision Sciences. 54, 4, p. 394-409 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    Playful, Curious, Creative, Equitable: Exploring Opportunities for AI Technologies with Older Adults

    Soubutts, E., Singh, A., Knowles, B., Ayobi, A., Dias, N. V., Schulte, B., McDowell, J., Swarbrick, C., Steptoe, A., Fledderjohann, J., Petrie, H., Harper, R. & Rogers, Y., 26/08/2023, Human-Computer Interaction – INTERACT 2023 - 19th IFIP TC13 International Conference, Proceedings. Abdelnour Nocera, J., Kristín Lárusdóttir, M., Petrie, H., Piccinno, A. & Winckler, M. (eds.). Cham: Springer, p. 662-667 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14145 LNCS).

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

  24. Published
  25. Published
  26. E-pub ahead of print

    Missing Gender: Conceptual Limitations in the Debate on “Sectarianism” in the Middle East

    Aldoughli, R., 7/08/2023, (E-pub ahead of print) In: Middle East Critique. 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Water Pressure Optimisation for Leakage Management Using Q Learning

    Negm, A., Ma, X. & Aggidis, G., 2/08/2023, Proceedings - 2023 IEEE Conference on Artificial Intelligence, CAI 2023. IEEE, p. 270-271 2 p. (2023 IEEE Conference on Artificial Intelligence (CAI)).

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

  28. 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/MagazineJournal articlepeer-review

  29. Published

    DOPpler: Parallel Measurement Infrastructure for Auto-tuning Deep Learning Tensor Programs

    Borowiec, D., Yeung, G.-F., Friday, A., Harper, R. H. R. & Garraghan, P., 31/07/2023, In: IEEE Transactions on Parallel and Distributed Systems. 34, 7, p. 2208-2220 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  30. Published

    E-formality and data justice: the individualization of street trade in Recife, Brazil

    Ramos, R. R., Hayes, N. & Tarafdar, M., 31/07/2023, In: Information Technology for Development. 29, 2-3, p. 184-204 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. Published

    Investigating One Health risks for human colonisation with extended spectrum β-lactamase-producing Escherichia coli and Klebsiella pneumoniae in Malawian households: a longitudinal cohort study

    Cocker, D., Chidziwisano, K., Mphasa, M., Mwapasa, T., Lewis, J. M., Rowlingson, B., Sammarro, M., Bakali, W., Salifu, C., Zuza, A., Charles, M., Mandula, T., Maiden, V., Amos, S., Jacob, S. T., Kajumbula, H., Mugisha, L., Musoke, D., Byrne, R. & Edwards, T. & 7 others, Lester, R., Elviss, N., Roberts, A. P., Singer, A. C., Jewell, C., Morse, T. & Feasey, N. A., 31/07/2023, In: The Lancet. Microbe. 4, 7, p. e534-e543 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. Published

    NCC: An R-package for analysis and simulation of platform trials with non-concurrent controls

    Krotka, P., Hees, K., Jacko, P., Magirr, D., Posch, M. & Bofill Roig, M., 31/07/2023, In: SoftwareX. 23, 101437.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. Published

    Shrinkage Estimator for Exponential Smoothing Models

    Pritularga, K., Svetunkov, I. & Kourentzes, N., 31/07/2023, In: International Journal of Forecasting. 39, 3, p. 1351-1365 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. Published

    UNLT: Urdu Natural Language Toolkit

    Shafi, J., Iqbal, H. R., Nawab, R. M. A. & Rayson, P., 31/07/2023, In: Natural Language Engineering. 29, 4, p. 942-977 36 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    Using model-based geostatistics for assessing the elimination of trachoma

    Sasanami, M., Amoah, B., Diori, A. N., Amza, A., Souley, A. S. Y., Bakhtiari, A., Kadri, B., Szwarcwald, C. L., Ferreira Gomez, D. V., Almou, I., Lopes, M. D. F. C., Masika, M. P., Beidou, N., Boyd, S., Harding-Esch, E. M., Solomon, A. W. & Giorgi, E., 28/07/2023, In: PLoS Neglected Tropical Diseases. 17, 7, e0011476.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. Published

    Understanding Online Customer Touchpoints: A Deep Learning Approach to Enhancing Customer Experience in Digital Retail

    Yilin, Z., Fayoumi, A. & Shahgholian, A., 24/07/2023, The 9th International Conference on Information Technology Trends (ITT 2023) . IEEE

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

  37. E-pub ahead of print

    Syria 2011-2013: Revolution and Tyranny before the Mayhem

    Aldoughli, R., 10/07/2023, (E-pub ahead of print) In: British Journal of Middle Eastern Studies.

    Research output: Contribution to Journal/MagazineBook/Film/Article reviewpeer-review

  38. Published

    A Crowdsource-Annotated Tourism Review Corpus of Emotion

    Almansour, M., Rayson, P. & Piao, S., 6/07/2023.

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

  39. Published

    Arabic Metaphor Corpus (AMC) with Semantic and Sentiment Annotation

    Alsiyat, I., Piao, S. & Almansour, M., 6/07/2023, p. 1. 2 p.

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

  40. Unpublished

    Measuring Diagnostic Quality: The Capacity of Electronic Health Records and the Role of Integrated Care Initiatives

    Mountain, R., Knight, J., Haslam, P. & Gatheral, T., 6/07/2023, (Unpublished).

    Research output: Contribution to conference - Without ISBN/ISSN Poster

  41. Published

    Analysing and visualising free-text comments: a corpus-based toolkit

    Knight, D., Rayson, P., Khallaf, N., Morris, S., El-Haj, M. & Ezeani, I., 5/07/2023.

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

  42. Published

    Risk Factors, Temporal Dependence, and Seasonality of Human extended-spectrum β-lactamases-producing<i>Escherichia coli</i>and<i>Klebsiella pneumoniae</i>Colonization in Malawi: A Longitudinal Model-based Approach

    Sammarro, M., Rowlingson, B., Cocker, D., Chidziwisano, K., Jacob, S. T., Kajumbula, H., Mugisha, L., Musoke, D., Lester, R., Morse, T., Feasey, N. & Jewell, C., 5/07/2023, In: Clinical Infectious Diseases. 77, 1, p. 1-8 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    Examining corpus prototypicality and keyness beyond the lexical level: Experiments with ProtAnt

    Smith, N., Anthony, L., Hoffmann, S. & Rayson, P., 3/07/2023.

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

  44. Published

    Caring for a friend or family member who has experienced suicidal behaviour: A systematic review and qualitative synthesis

    Marshall, P., Sansom, K., Jagfeld, G., Jones, S. & Lobban, F., 30/06/2023, In: Psychology and Psychotherapy: Theory, Research and Practice. 96, 2, p. 426-447 22 p.

    Research output: Contribution to Journal/MagazineReview articlepeer-review

  45. Published

    Cross-Lingual Text Reuse Detection at Document Level for English-Urdu Language Pair

    Sharjeel, M., Muneer, I., Nosheen, S., Nawab, R. M. A. & Rayson, P., 30/06/2023, In: ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP). 22, 6, p. 1-22 22 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    Identifying irregular activity sequences: an application to passive household monitoring

    Gillam, J., Killick, R., Taylor, S., Heal, J. & Norwood, B., 30/06/2023, In: Journal of the Royal Statistical Society: Series C (Applied Statistics). 72, 3, p. 519-543 25 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Very short-lived halogens amplify ozone depletion trends in the tropical lower stratosphere

    Villamayor, J., Iglesias-Suarez, F., Cuevas, C. A., Fernandez, R. P., Li, Q., Abalos, M., Hossaini, R., Chipperfield, M. P., Kinnison, D. E., Tilmes, S., Lamarque, J.-F. & Saiz-Lopez, A., 30/06/2023, In: Nature Climate Change. 13, 6, p. 554-560 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. E-pub ahead of print

    Daniel Clarkson, Emma Eastoe and Amber Leeson's (Lancaster University) reply to the Discussion of ‘Statistical aspects of climate change’

    Clarkson, D., Eastoe, E. & Leeson, A., 28/06/2023, (E-pub ahead of print) In: Journal of the Royal Statistical Society: Series C (Applied Statistics).

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    Natural short-lived halogens exert an indirect cooling effect on climate

    Saiz-Lopez, A., Fernandez, R. P., Li, Q., Cuevas, C. A., Fu, X., Kinnison, D. E., Tilmes, S., Mahajan, A. S., Gómez Martín, J. C., Iglesias-Suarez, F., Hossaini, R., Plane, J. M. C., Myhre, G. & Lamarque, J.-F., 28/06/2023, In: Nature. 618, 7967, p. 967-973 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. Published

    Achieving Best Practice in Research Using Routinely Collected Data: Confessions of a PhD Student

    Mountain, R., Garner, A. & Lowther-Payne, H., 23/06/2023.

    Research output: Contribution to conference - Without ISBN/ISSN Speech

  51. Published

    A Comparative Study of Evaluation Metrics for Long-Document Financial Narrative Summarization with Transformers

    Zmandar, N., El-Haj, M. & Rayson, P., 21/06/2023, Natural Language Processing and Information Systems - 28th International Conference on Applications of Natural Language to Information Systems, NLDB 2023, Proceedings. Métais, E., Meziane, F., Manning, W., Reiff-Marganiec, S. & Sugumaran, V. (eds.). Cham: Springer, p. 391-403 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13913 LNCS).

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

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