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Data Science Institute

  1. 2022
  2. Published

    The Criminalisation of Mental Distress: An Exploration of Section 136 Processes

    Erlam, J., 29/09/2022, Lancaster University. 204 p.

    Research output: ThesisDoctoral Thesis

  3. Published

    Application of UAV-Based Photogrammetry Wthout Ground Control Points in Quantifying Intertidal Mudflat Morphodynamics

    Chen, C., Zhang, C., Wu, W., Jiang, W., Tian, B. & Zhou, Y., 28/09/2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. IEEE, p. 7767-7770 4 p. (IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium).

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

  4. Published

    Variability in Antarctic surface climatology across regional climate models and reanalysis datasets

    Carter, J., Leeson, A., Orr, A., Kittel, C. & van Wessem, J. M., 23/09/2022, In: The Cryosphere. 16, 9, p. 3815–3841 27 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Forthcoming

    The Syrian War as a Site for Masculinist Political Revival-Political songs since 2011-2021

    Aldoughli, R. B., 22/09/2022, (Accepted/In press) Spoils of War and Gendered Transformations in the Middle East and North Africa: Remodelling Society after 2011. Bloomsbury

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  6. Published

    Bandit Procedures for Designing Patient-Centric Clinical Trials

    Villar, S. S. & Jacko, P., 21/09/2022, Springer Series in Supply Chain Management. Chen, X., Jasin, S. & Shi, C. (eds.). 1 ed. London: Springer Nature, p. 365-389 25 p. (Springer Series in Supply Chain Management; vol. 18).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNChapter

  7. Published

    Online Discussions About Tinnitus: What Can We Learn From Natural Language Processing of Reddit Posts?

    Manchaiah, V., Londero, A., Deshpande, A. K., Revel, M., Palacios, G., Boyd, R. L. & Ratinaud, P., 21/09/2022, In: American Journal of Audiology. 31, 3S, p. 993-1002 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. E-pub ahead of print

    Disturbance Observer-Based Repetitive Control System With Nonminimal State-Space Realization and Experimental Evaluation

    Wang, L., Freeman, C. T., Rogers, E. & Young, P. C., 20/09/2022, (E-pub ahead of print) In: IEEE Transactions on Control Systems Technology. p. 1-8 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Forthcoming

    User Scheduling in NOMA Random Access Using Contextual Multi-Armed Bandits

    Wang, W., Yu, W., Foh, C. H., Gao, D. & Ni, Q., 19/09/2022, (Accepted/In press) Proceedings of 2022 IEEE Globecom Workshops (GC Wkshps). IEEE

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

  10. Published

    Russia is building a closer alliance with the world’s autocracies – the west should beware

    Yoxon, B., 16/09/2022

    Research output: Exhibits, objects and web-based outputsBlog

  11. Published

    Talking about personal recovery in bipolar disorder: Text analysis of public peer online support forum posts

    Jagfeld, G., Humphreys, C., Lobban, F., Rayson, P. & Jones, S., 9/09/2022.

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

  12. Published

    LUSTRE: An online data management and student project resource

    Towse, J., Davies, R., Ball, E., James, R., Gooding, B. & Ivory, M., 2/09/2022, In: Journal of Statistics and Data Science Education. 30, 3, p. 266-273 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. 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

  14. Published

    Real time anomaly detection and categorisation

    Fisch, A. T. M., Bardwell, L. & Eckley, I. A., 31/08/2022, In: Statistics and Computing. 32, 4, 15 p., 55.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    The effect of prompts on the shared reading interactions of parents and children with Down syndrome

    Burgoyne, K. & Cain, K., 31/08/2022, In: International Journal of Disability, Development and Education. 69, 4, p. 1327-1341 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. 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

  17. Published

    Trimmer: Cost-Efficient Deep Learning Auto-tuning for Cloud Datacenters

    Borowiec, D., Yeung, G.-F., Friday, A., Harper, R. H. R. & Garraghan, P., 24/08/2022, Proceedings - 2022 IEEE 15th International Conference on Cloud Computing, CLOUD 2022. IEEE, p. 374-384 11 p.

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

  18. Published

    Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification (Part 1)

    Strien, D., Beelen, K., Wevers, M., Smits, T. & McDonough, K., 17/08/2022, In: Programming Historian.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    Increasing Accumulation of Perfluorocarboxylate Contaminants Revealed in an Antarctic Firn Core (1958–2017)

    Garnett, J., Halsall, C., Winton, H., Joerss, H., Mulvaney, R., Ebinghaus, R., Frey, M., Jones, A., Leeson, A. & Wynn, P., 16/08/2022, In: Environmental Science and Technology. 56, 16, p. 11246–11255 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. 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

  21. Published

    On model-based time trend adjustments in platform trials with non-concurrent controls

    Roig, M. B., Krotka, P., Burman, C.-F., Glimm, E., Gold, S. M., Hees, K., Jacko, P., Koenig, F., Magirr, D., Mesenbrink, P., Viele, K. & Posch, M., 15/08/2022, In: BMC Medical Research Methodology. 22, 1, 16 p., 228.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. E-pub ahead of print

    Humble Machines: Attending to the Underappreciated Costs of Misplaced Distrust

    Knowles, B., 2/08/2022, (E-pub ahead of print) 2022 ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization. New York: ACM, 11 p.

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

  23. Published

    Interventions delivered in secondary or tertiary medical care settings to improve routine vaccination uptake in children and young people: a scoping review

    Blagden, S., Newell, K., Ghazarians, N., Sulaiman, S., Tunn, L., Odumala, M., Isba, R. & Edge, R., 2/08/2022, In: BMJ Open. 12, 8, p. e061749 e061749.

    Research output: Contribution to Journal/MagazineReview articlepeer-review

  24. Unpublished

    The Many Facets of Trust in AI: Formalizing the Relation Between Trust and Fairness, Accountability, and Transparency

    Knowles, B., Richards, J. T. & Kroeger, F., 2/08/2022, (Unpublished) Arxiv. 13 p.

    Research output: Book/Report/ProceedingsOther report

  25. Published

    RAS Specialist Discussion Meeting report: Global Monitoring of Geospace

    Carter, J., Walach, M.-T. & Mooney, M., 1/08/2022, In: Astronomy and Geophysics. 63, 4, p. 4.38-4.42

    Research output: Contribution to Journal/MagazineJournal article

  26. Published
  27. Published

    The personality of American nations: An exploratory study

    Lanning, K., Warfel, E. A., Wetherell, G., Perez, M., Boyd, R. L. & Condon, D. M., 21/07/2022, In: Personality Science. 3, 36 p., e7811.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    Influences of developers' perspectives on their engagement with security in code

    Rauf, I., Lopez, T., Sharp, H., Petre, M., Tun, T. T., Levine, M., Towse, J., van der Linden, D., Rashid, A. & Nuseibeh, B., 19/07/2022, CHASE '22: Proceedings of the 15th International Conference on Cooperative and Human Aspects of Software Engineering. New York: Association for Computing Machinery, Inc, p. 86-95 10 p. (Proceedings - 15th International Conference on Cooperative and Human Aspects of Software Engineering, CHASE 2022).

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

  29. 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

  30. Published

    Social Dysfunction in Borderline Personality Disorder: A Linguistic Factor Analysis

    Entwistle, C. & Boyd, R. L., 14/07/2022.

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

  31. Published

    Optimization for Prediction-Driven Cooperative Spectrum Sensing in Cognitive Radio Networks

    Nie, D., Yu, W., Ni, Q. & Pervaiz, H., 11/07/2022, 2022 IEEE International Conference on Communications Workshops (ICC Workshops). IEEE, (IEEE International Conference on Communications Workshops (ICC Workshops)).

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

  32. 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

  33. Published

    Automated handling of anaphoric ambiguity in requirements: a multi-solution study

    Ezzini, S., Abualhaija, S., Arora, C. & Sabetzadeh, M., 5/07/2022, ICSE. p. 187-199 13 p. (Proceedings - International Conference on Software Engineering; vol. 2022-May).

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

  34. Published
  35. Published

    Feeding the Future? Evidence on Food Insecurity in the UK

    Fledderjohann, J., Clair, A. & Knowles, B., 4/07/2022, Centre for Child & Family Justice Research. (Policy Brief Series)

    Research output: Book/Report/ProceedingsOther report

  36. Published

    Graphical Influence Diagnostics for Changepoint Models

    Wilms, I., Killick, R. & Matteson, D. S., 3/07/2022, In: Journal of Computational and Graphical Statistics. 31, 3, p. 753-765 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Multitudes: Widening the research agenda for personal informatics design

    Winter, E., Knowles, B., Richards, D., Snooks, K. & Speed, C., 3/07/2022, DRS2022 Bilbao: Design Research Society Conference 2022. Design Research Society, 15 p. (DRS2022 Bilbao: Design Research Society Conference 2022).

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

  38. Published

    Use of open-ended questionnaires to examine the effects of tinnitus and its relation to patient-reported outcome measures

    Manchaiah, V., Andersson, G., Fagelson, M. A., Boyd, R. L. & Beukes, E. W., 1/07/2022, In: International Journal of Audiology. 61, 7, p. 592-599 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. 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

  40. 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

  41. Published

    Child–display interaction: Lessons learned on touchless avatar-based large display interfaces

    Rubegni, E., Gentile, V., Malizia, A., Sorce, S. & Kargas, N., 30/06/2022, In: Personal and Ubiquitous Computing. 26, 3, p. 667-680 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. 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

  43. Published

    Does sex alter the relationship between CYP2B6 variation, hydroxybupropion concentration and bupropion-aided smoking cessation in African Americans? A moderated mediation analysis

    Chenoweth, M. J., Peng, A. R., Zhu, A. Z. X., Cox, L. S., Nollen, N. L., Ahluwalia, J. S., Benowitz, N. L., Knight, J., Swardfager, W. & Tyndale, R. F., 30/06/2022, In: Addiction. 117, 6, p. 1715-1724 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  44. 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

  45. 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

  46. Published

    Our house is on fire: The climate emergency and computing's responsibility

    Knowles, B., Widdicks, K., Blair, G., Berners-Lee, M. & Friday, A., 30/06/2022, In: Communications of the ACM. 65, 6, p. 38-40 3 p., 6.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Recruitment prediction for multicenter clinical trials based on a hierarchical Poisson–gamma model: Asymptotic analysis and improved intervals

    Mountain, R. & Sherlock, C., 30/06/2022, In: Biometrics. 78, 2, p. 636-648 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. 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

  49. Published

    Assad Remakes Syrian Faith to Suit the Regime’s Needs

    Aldoughli, R. B., 27/06/2022, New Lines Magazine.

    Research output: Other contribution

  50. Unpublished

    Analysing Routinely Collected NHS Data: Overview of Challenges and Opportunities for Research into Health-related Outcomes ​

    Ushakova, A., Mountain, R. & Garner, A., 23/06/2022, (Unpublished).

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

  51. 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

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