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Data Science Institute

  1. 2022
  2. Published

    The Alchemy of Trust: The Creative Act of Designing Trustworthy Socio-Technical Systems

    Thornton, L., Knowles, B. & Blair, G., 21/06/2022, FAccT '22: ACM Fairness, Accountability and Transparency. New York: ACM, p. 1387-1398 12 p.

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

  3. Published

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

    Chukwuneke, C., 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

  4. 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

  5. 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

  6. Published

    iPOF: Improving Peer Online Forums

    Lobban, F., Rayson, P. & Coole, M., 15/06/2022.

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

  7. Published

    Mapping three-dimensional morphological characteristics of tidal salt-marsh channels using UAV structure-from-motion photogrammetry

    Chen, C., Zhang, C., Schwarz, C., Tian, B., Jiang, W., Wu, W., Garg, R., Garg, P., Aleksandr, C., Mikhail, S. & Zhou, Y., 15/06/2022, In: Geomorphology. 407, p. 1-13 13 p., 108235.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. 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

  9. 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

  10. Published

    Correction to: Model-based geostatistics enables more precise estimates of neglected tropical-disease prevalence in elimination settings: mapping trachoma prevalence in Ethiopia

    Amoah, B., Fronterre, C., Johnson, O., Dejene, M., Seife, F., Negussu, N., Bakhtiari, A., Harding-Esch, E. M., Giorgi, E., Solomon, A. W. & Diggle, P. J., 13/06/2022, In: International Journal of Epidemiology. 51, 3, p. 1036-1036 1 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Personality Traits in Game Development

    Sturdee, M., Ivory, M., Ellis, D., Stacey, P. & Ralph, P., 13/06/2022, Proceedings of the ACM International Conference on Evaluation and Assessment in Software Engineering, EASE 2022. ACM, p. 221-230 10 p. (ACM International Conference Proceeding Series).

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

  12. Published

    The Soft Skills of Software Learning Development: the Psychological Dimensions of Computing and Security Behaviours

    Ivory, M., 13/06/2022, Proceedings of the ACM International Conference on Evaluation and Assessment in Software Engineering, EASE 2022. New York: ACM, p. 317-322 6 p. (ACM International Conference Proceeding Series).

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

  13. 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

  14. Published

    Rethinking PowerPoint slide design for multimedia learning

    LeFebvre, L., Parsons, M. M., Entwistle, C., Boyd, R. L. & Allen, M., 1/06/2022, In: Journal of Educational Technology Systems. 50, 4, p. 503-520 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    An Inclusive, Real-World Investigation of Persuasion in Language and Verbal Behavior

    Ta, V. P., Boyd, R. L., Seraj, S., Keller, A., Griffith, C., Loggarakis, A. & Medema, L., 31/05/2022, In: Journal of Computational Social Science. 5, 1, p. 883–903 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Does Danger Level Affect Bystander Intervention in Real-Life Conflicts? Evidence From CCTV Footage

    Lindegaard, M. R., Liebst, L. S., Philpot, R., Levine, M. & Bernasco, W., 31/05/2022, In: Social Psychological and Personality Science. 13, 4, p. 795-802 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. 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

  18. 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

  19. 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

  20. Published

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

    Zheng, G., Ni, Q., Navaie, K., Pervaiz, H. & Zarakovitis, C., 16/05/2022, 2022 IEEE International Conference on Communications Workshops (ICC Workshops 2022). Institute of Electrical and Electronics Engineers Inc., p. 307-311 5 p.

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

  21. Published

    Meta-Analysis of Caenorhabditis elegans Transcriptomics Implicates Hedgehog-Like Signaling in Host-Microbe Interactions

    Zárate-Potes, A., Ali, I., Ribeiro Camacho, M., Brownless, H. & Benedetto, A., 10/05/2022, In: Frontiers in Microbiology. 13, 17 p., 853629.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Bayesian quantile and expectile optimisation

    Picheny, V., Moss, H., Torossian, L. & Durrande, N., 5/05/2022, Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022),. Cussens, J. & Zhang, K. (eds.). PMLR, p. 1623-1633 11 p.

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

  23. Published

    Melt probabilities and surface temperature trends on the Greenland ice sheet using a Gaussian mixture model

    Clarkson, D., Eastoe, E. & Leeson, A., 4/05/2022, In: The Cryosphere. 16, 5, p. 1597-1607 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Routing with too much information?

    Hyytiä, E., Jacko, P. & Righter, R., 3/05/2022, In: Queueing Systems. 100, 3-4, p. 441-443 3 p., 3-4.

    Research output: Contribution to Journal/MagazineLetterpeer-review

  25. 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

  26. Published

    Model-based geostatistics enables more precise estimates of neglected tropical-disease prevalence in elimination settings: mapping trachoma prevalence in Ethiopia

    Amoah, B., Fronterre, C., Johnson, O., Dejene, M., Seife, F., Negussu, N., Bakhtiari, A., Harding-Esch, E. M., Giorgi, E., Solomon, A. W. & Diggle, P., 30/04/2022, In: International Journal of Epidemiology. 51, 2, p. 468-478 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Have We Taken On Too Much? A Critical Review of the Sustainable HCI Landscape

    Bremer, C., Knowles, B. & Friday, A., 29/04/2022, CHI 2022 - Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems. New York: ACM, p. 41:1-41:11 11 p. 41. (Conference on Human Factors in Computing Systems - Proceedings).

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

  28. Published

    High-Throughput Screening of Microbial Isolates with Impact on Caenorhabditis elegans Health

    Ali, I., Martin, J., Zárate-Potes, A. & Benedetto, A., 28/04/2022, In: Journal of Visualized Experiments. 2022, 182, e63860.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. Published

    Bringing loyalist and opposition factions together: The prospects for reconciliation in new Syria

    Aldoughli, R. B., 27/04/2022, Middle East Institute.

    Research output: Book/Report/ProceedingsCommissioned report

  30. 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

  31. Published

    SuperDARN Radar Software Toolkit (RST) 4.7

    SuperDARN Data Analysis Working Group (Developer), A. G., B. (Developer), Thomas, E. G. (Developer), Schmidt, M. T. (Developer), Bland, E. C. (Developer), Coco, I. (Developer), Ponomarenko, P. V. (Developer), Sterne, K. T. (Developer) & Walach, M. (Developer), 20/04/2022

    Research output: Exhibits, objects and web-based outputsSoftware

  32. Published

    The evolving role of weather types on rainfall chemistry under large reductions in pollutant emissions

    Tso, C.-H., Monteith, D., Scott, T., Watson, H., Dodd, B., Pereira, M. G., Henrys, P., Hollaway, M., Rennie, S., Lowther, A., Watkins, J., Killick, R. & Blair, G., 15/04/2022, In: Environmental Pollution. 299, 11 p., 118905.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. Published

    Born into care in Scotland: circumstances , recurrence and pathways

    Cusworth, L., Hooper, J., Henderson, G., Whincup, H. & Broadhurst, K., 13/04/2022, Edinburgh: The Scottish Government. 56 p.

    Research output: Book/Report/ProceedingsCommissioned report

  34. Published

    Circadian regulation of protein cargo in extracellular vesicles

    Yeung, C.-Y., Dondelinger, F., Schoof, E. M., Georg, B., Lu, Y., Zheng, Z., Zhang, J., Hannibal, J., Fahrenkrug, J. & Kjaer, M., 8/04/2022, In: Science Advances. 8, 14, 14 p., eabc9061.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    Evaluation of the mental health impacts of Universal Credit: Protocol for a mixed methods study

    Craig, P., Barr, B., Baxter, A. J., Brown, H., Cheetham, M., Gibson, M., Katikireddi, S. V., Moffatt, S., Morris, S., Munford, L. A., Richiardi, M., Sutton, M., Taylor-Robinson, D., Wickham, S., Xiang, H. & Bambra, C., 8/04/2022, In: BMJ Open. 12, 4, p. e061340 8 p., e061340.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. Published

    BACE1 Overexpression Reduces SH-SY5Y Cell Viability Through a Mechanism Distinct from Amyloid-β Peptide Accumulation: Beta Prime-Mediated Competitive Depletion of sAβPPα

    Owens, L., Bracewell, J., Benedetto, A., Dawson, N., Gaffney, C. & Parkin, E., 5/04/2022, In: Journal of Alzheimer's Disease. 86, 3, p. 1201-1220 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. 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

  38. Published

    ‘Best day since the bad germs came’: Exploring changing experiences in and the value of coastal blue space during the COVID-19 pandemic, a Fylde Coast case study

    Earl, J., Gormally-Sutton, A., Ilic, S. & James, M., 31/03/2022, In: Coastal Studies & Society. 1, 1, p. 97-119 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. 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

  40. Published

    An Attention-Based U-Net for Detecting Deforestation Within Satellite Sensor Imagery

    John, D. & Zhang, C., 31/03/2022, In: International Journal of Applied Earth Observation and Geoinformation. 107, 9 p., 102685.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published

    Business Transformation in an Age of Turbulence-Lessons Learned from COVID-19

    Li, X., Voorneveld, M. & de Koster, R., 31/03/2022, In: Technological Forecasting and Social Change. 176, 12 p., 121452.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    Departing ‘Secularism’: boundary appropriation and extension of the Syrian state in the religious domain

    Aldoughli, R. B., 31/03/2022, In: British Journal of Middle Eastern Studies. 49, 2, p. 360-385 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    Large interannual variability in supraglacial lakes around East Antarctica

    Arthur, J. F., Stokes, C. R., Jamieson, S. S. R., Carr, J. R., Leeson, A. & Verjans, V., 31/03/2022, In: Nature Communications. 13, 1, 12 p., 1711.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  44. Published

    The role of volcanic particle thermal conductivity, density, and porosity in influencing ice melt

    Reeves, K., Gilbert, J., Lane, S. & Leeson, A., 28/03/2022.

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

  45. Published

    Socioeconomic risks of food insecurity during the Covid-19 pandemic in the UK: findings from the Understanding Society Covid Survey

    Brown, H., Mills, S. & Albani, V., 26/03/2022, In: BMC Public Health. 22, 1, 9 p., 590.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    Enhancing epidemiological surveillance of the emergence of the SARS-CoV-2 Omicron variant using spike gene target failure data, England, 15 November to 31 December 2021

    Blomquist, P. B., Bridgen, J., Bray, N., O’Connell, A. M., West, D., Groves, N., Gallagher, E., Utsi, L., Jarvis, C. I., Hardstaff, J. L., Byers, C., Metelmann, S., Simons, D., Zaidi, A., Twohig, K. A., Savagar, B., Løchen, A., Wrenn, K., Saavedra-Campos, M. & Abedin, Z. & 5 others, Florence, I., Cleary, P., Elson, R., Vivancos, R. & Lake, I. R., 17/03/2022, In: Eurosurveillance. 27, 11, 5 p., 2200143.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. 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

  48. 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

  49. Published

    Behavioral consistency in the digital age

    Shaw, H., Taylor, P., Ellis, D. & Conchie, S., 1/03/2022, In: Psychological Science. 33, 3, p. 364-370 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. Published

    A taxonomic-based joint species distribution model for presence-only data

    Escamilla Molgora, J. M., Sedda, L., Diggle, P. J. & Atkinson, P. M., 28/02/2022, In: Journal of The Royal Society Interface. 19, 187, 16 p., 20210681.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. 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

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