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Data Science Institute

  1. 2022
  2. Published

    Measurement practices exacerbate the generalizability crisis: Novel digital measures can help

    Davidson, B., Ellis, D., Stachl, C., Taylor, P. & Joinson, A., 28/02/2022, In: Behavioral and Brain Sciences. 45, e10.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. 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

  4. Published

    Performance evaluation of scheduling policies for the Dynamic and Stochastic Resource-Constrained Multi-Project Scheduling Problem

    Satic, U., Jacko, P. & Kirkbride, C., 28/02/2022, In: International Journal of Production Research. 60, 4, p. 1411-1423 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    The Intergenerational Transmission of Mental and Physical Health in Australia: Evidence Using Data From the Household Income and Labor Dynamics of Australia Survey

    Vera-Toscano, E. & Brown, H., 23/02/2022, In: Frontiers in Public Health. 9, 10 p., 763589.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. E-pub ahead of print

    Drivers of Resistance in Uganda and Malawi (DRUM): a protocol for the evaluation of One-Health drivers of Extended Spectrum Beta Lactamase (ESBL) resistance in Low-Middle Income Countries (LMICs)

    Cocker, D., Sammarro, M., Chidziwisano, K., Elviss, N., Jacob, S. T., Kajumbula, H., Mugisha, L., Musoke, D., Musicha, P., Roberts, A. P., Rowlingson, B., Singer, A. C., Byrne, R. L., Edwards, T., Lester, R., Wilson, C., Hollihead, B., Thomson, N., Jewell, C. P. & Morse, T. & 1 others, Feasey, N., 15/02/2022, (E-pub ahead of print) In: Wellcome Open Research. 7, 13 p., 55.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Geostatistical modelling enables efficient safety assessment for mass drug administration with ivermectin in Loa loa endemic areas through a combined antibody and LoaScope testing strategy for elimination of onchocerciasis

    Johnson, O., Giorgi, E., Fronterrè, C., Amoah, B., Atsame, J., Ella, S. N., Biamonte, M., Ogoussan, K., Hundley, L., Gass, K., Diggle, P. J. & Zhou, X.-N. (Editor), 9/02/2022, In: PLoS Neglected Tropical Diseases. 16, 2, 15 p., e0010189.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. 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

  9. Published

    Gendered STEM Workforce in the United Kingdom: The Role of Gender Bias in Job Advertising

    Hu, Y., Tarafdar, M., Alshehabi Al-Ani, J., Rets, I., Hu, S., Denier, N., Hughes, K. D., Konnikov, A. & Ding, L., 4/02/2022, London: UK Parliament. 28 p.

    Research output: Book/Report/ProceedingsOther report

  10. Published

    The Optimized Social Distance Lab: A Methodology for Automated Building Layout Redesign for Social Distancing

    Fagan, D. & Conroy-Dalton, R., 2/02/2022, Machine Learning, Optimization, and Data Science: 7th International Conference, LOD 2021, Grasmere, UK, October 4–8, 2021, Revised Selected Papers, Part II. Nicosia, G., Ojha, V., La Malfa, E., La Malfa, G., Jansen, G., Pardalos, P. M., Giuffrida, G. & Umeton, R. (eds.). Cham: Springer, (Lecture Notes in Computer Science; vol. 13164).

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

  11. Published

    Analysis of Popular Social Media Topics Regarding Plastic Pollution

    Teh, P. L., Piao, S., Almansour, M., Ong, H. F. & Ahad, A., 1/02/2022, In: Sustainability. 14, 3, 23 p., 1709.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Evacuation Behavior in a Subway Train Emergency: A Video-based Analysis

    Philpot, R. & Levine, M., 1/02/2022, In: Environment and Behavior. 54, 2, p. 383-411 29 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Open-source smartphone app and tools for measuring, quantifying, and visualizing technology use

    Geyer, K., Ellis, D. A., Shaw, H. & Davidson, B. I., 1/02/2022, In: Behavior Research Methods. 54, 1, p. 1-12 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. 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

  15. Published

    Applied Behavior Analysis as Treatment for Autism Spectrum Disorders: Topic Modelling and Linguistic Analysis of Reddit Posts

    Bellon-Harn, M. L., Boyd, R. L. & Manchaiah, V., 31/01/2022, In: Frontiers in Rehabilitation Sciences. 2, 682533.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Family-mediated migration infrastructure: Chinese international students and parents navigating (im)mobilities during the COVID-19 pandemic

    Hu, Y., Xu, C. L. & Tu, M., 31/01/2022, In: Chinese Sociological Review. 54, 1, p. 62-87 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    Social media discussions predict mental health consultations on college campuses

    Saha, K., Yousuf, A., Boyd, R. L., Pennebaker, J. W. & De Choudhury, M., 31/01/2022, In: Scientific Reports. 12, 123, p. 1-11 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    State Hacking at the Edge of Code, Capitalism and Culture

    Follis, L. & Fish, A., 31/01/2022, In: Information, Communication and Society. 25, 2, p. 242-257 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    The Case for Adaptive Security Interventions

    Rauf, I., Petre, M., Tun, T. T., Lopez, T., Lunn, P., van der Linden, D., Towse, J., Sharp, H., Levine, M., Rashid, A. & Nuseibeh, B., 31/01/2022, In: ACM Transactions on Software Engineering and Methodology. 31, 1, p. 1-52 52 p., 9.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    What is Syrian nationalism? Primordialism and romanticism in official Baath discourse

    Aldoughli, R. B., 30/01/2022, In: Nations and Nationalism. 28, 1, p. 125-140 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    An inventory of supraglacial lakes and channels across the West Antarctic Ice Sheet

    Corr, D., Leeson, A., McMillan, M., Zhang, C. & Barnes, T., 24/01/2022, In: Earth System Science Data. 14, 1, p. 209–228 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Automated Person Identification Framework Based on Fingernails and Dorsal Knuckle Patterns

    Alghamdi, M., Angelov, P. & Williams, B., 24/01/2022, 2021 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 8 p.

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

  23. 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

  24. 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

  25. Forthcoming

    Personality Disorder and Verbal Behavior

    Entwistle, C., Marceau, E. & Boyd, R. L., 7/01/2022, (Accepted/In press) Handbook of Language Analysis in Psychology. Dehghani, M. & Boyd, R. L. (eds.). New York: Guilford Press

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

  26. Published

    A threshold-free approach with age-dependency for estimating malaria seroprevalence

    Kyomuhangi, I. & Giorgi, E., 3/01/2022, In: Malaria Journal. 21, 12 p., 1.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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