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Data Science Institute

  1. 2023
  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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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