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Data Science Institute

  1. 2021
  2. Published

    ABCNet: Attentive bilateral contextual network for efficient semantic segmentation of Fine-Resolution remotely sensed imagery

    Li, R., Zheng, S., Zhang, C., Duan, C., Wang, L. & Atkinson, P., 30/11/2021, In: ISPRS Journal of Photogrammetry and Remote Sensing. 181, p. 84-98 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Changes in microbial utilization and fate of soil carbon following the addition of different fractions of anaerobic digestate to soils

    Cattin, M., Semple, K., Stutter, M., Romano, G., Lag Brotons, A., Parry, C. & Surridge, B., 30/11/2021, In: European Journal of Soil Science. 72, 6, p. 2398-2413 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    The Goldenshluger-Lepski Method for Constrained Least-Squares Estimators over RKHSs

    Page, S. & Grunewalder, S., 30/11/2021, In: Bernoulli. 27, 4, p. 2241 - 2266 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Machine Learning for Photovoltaic Systems Condition Monitoring: A Review

    Berghout, T., Benbouzid, M., Ma, X., Durovic, S. & Mouss, L.-H., 15/11/2021, IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society. IEEE, 5 p.

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

  6. Published

    قتل المفتي رمزيا في دمشق و تماهي الأسد مع السلطة الدينية

    Aldoughli, R. B. (Artist), 10/11/2021

    Research output: Exhibits, objects and web-based outputsBlog

  7. Published

    Indoor Air Quality Assessment of Latin America’s First Passivhaus Home

    Moreno Rangel, A., Musau, F., Sharpe, T. & McGill, G., 8/11/2021, In: Atmosphere. 12, 11, 18 p., 1477.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    A hierarchical Bayesian approach for detecting global microbiome associations

    Hatami, F., Beamish, E., Davies, A., Rigby, R. & Dondelinger, F., 1/11/2021, In: Statistical Applications in Genetics and Molecular Biology. 20, 3, p. 85-100 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    A permutation test for assessing the presence of individual differences in treatment effects

    Chang, C., Jaki, T., Sadiq, M. S., Kuhlemeier, A., Feaster, D., Cole, N., Lamont, A., Oberski, D., Desai, Y. & Lee Van Horn, M., 1/11/2021, In: Statistical Methods in Medical Research. 30, 11, p. 2369-2381 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Increased variability in Greenland Ice Sheet runoff from satellite observations

    Slater, T., Shepherd, A., McMillan, M., Leeson, A., Gilbert, L., Muir, A., Munneke, P. K., Noël, B., Fettweis, X., van den Broeke, M. & Briggs, K., 1/11/2021, In: Nature Communications. 12, 1, 9 p., 6069.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    A genome-wide association study of nausea incidence in varenicline-treated cigarette smokers

    Chenoweth, M. J., Lerman, C., Knight, J. & Tyndale, R. F., 31/10/2021, In: Nicotine and Tobacco Research. 23, 10, p. 1805-1809 5 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    A Stacked GRU-RNN-based Approach for Predicting Renewable Energy and Electricity Load for Smart Grid Operation

    Xia, M., Shao, H., Ma, X. & de Silva, C. W., 31/10/2021, In: IEEE Transactions on Industrial Informatics. 17, 10, p. 7050-7059 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Flyway-scale analysis reveals that the timing of migration in wading birds is becoming later

    Mondain-Monval, T. O., Amos, M., Chapman, J.-L., MacColl, A. & Sharp, S. P., 31/10/2021, In: Ecology and Evolution. 11, 20, p. 14135-14145 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    Formal home care use and spousal health outcomes

    Gonçalves, J., von Hafe, F. & Filipe, L., 31/10/2021, In: Social Science and Medicine. 287, 10 p., 114373.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    Radiation testing of low cost, commercial off the shelf microcontroller board

    Fried, T., Di Buono, A., Cheneler, D., Cockbain, N., Dodds, J., Green, P. R., Lennox, B., Taylor, C. J. & Monk, S., 31/10/2021, In: Nuclear Engineering and Technology. 53, 10, p. 3335-3343 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Stochastic coherency in forecast reconciliation

    Pritularga, K., Svetunkov, I. & Kourentzes, N., 31/10/2021, In: International Journal of Production Economics. 240, 14 p., 108221.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    The triggers of the disaggregation of Voyeykov Ice Shelf (2007), Wilkes Land, East Antarctica, and its subsequent evolution

    Arthur, J. F., Stokes, C. R., Jamieson, S. S. R., Miles, B. W. J., Carr, J. R. & Leeson, A. A., 31/10/2021, In: Journal of Glaciology. 67, 265, p. 933-951 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Transferability Of Ancestry-Specific And Cross-Ancestry CYP2A6 Activity Genetic Risk Scores In African And European Populations

    El-Boraie, A., Chenoweth, M. J., Pouget, J. G., Benowitz, N. L., Fukunaga, K., Mushiroda, T., Kubo, M., Nollen, N. L., Cox, L. S., Lerman, C., Knight, J. & Tyndale, R. F., 31/10/2021, In: Clinical pharmacology and therapeutics. 110, 4, p. 975-985 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    UAV-aided Wireless Power Transfer and Data Collection in Rician Fading

    Liu, Y., Xiong, K., Lu, Y., Ni, Q., Fan, P. & Letaief, K. B., 31/10/2021, In: IEEE Journal on Selected Areas in Communications. 39, 10, p. 3097-3113 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Proceedings of the 3rd Financial Narrative Processing Workshop: FNP 2021

    El-Haj, M. (Editor), Rayson, P. (Editor) & Zmandar, N. (Editor), 26/10/2021, Lancaster, United Kingdom: Association for Computational Linguistics (ACL Anthology).

    Research output: Book/Report/ProceedingsProceedings

  21. Published

    Identifying Plasmodium falciparum transmission patterns through parasite prevalence and entomological inoculation rate

    Amoah, B., McCann, R. S., Kabaghe, A. N., Mburu, M. M., Chipeta, M. G., Moraga, P., Gowelo, S., Tizifa, T., van den Berg, H., Mzilahowa, T., Takken, W., van Vugt, M., Phiri, K. S., Diggle, P., Terlouw, D. J. & Giorgi, E., 21/10/2021, In: eLife. 2021, 32 p., e65682.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. E-pub ahead of print

    Proposing a Core Outcome Set for Physical Activity and Exercise Interventions in People With Rare Neurological Conditions

    Ramdharry, G., Buscemi, V., Boaz, A., Dawes, H., Jaki, T., Jones, F., Marsden, J., Paul, L., Playle, R., Randell, E., Robling, M., Rochester, L. & Busse, M., 21/10/2021, (E-pub ahead of print) In: Frontiers in Rehabilitation Sciences. 2, 13 p., 705474.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    GIBBON: General-purpose Information-Based Bayesian Optimisation

    Moss, H. B., Leslie, D. S., Gonzalez, J. & Rayson, P., 8/10/2021, In: Journal of Machine Learning Research. 22, 235, p. 1-49 49 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Machine Learning-Based Condition Monitoring for PV Systems: State of the Art and Future Prospects

    Berghout, T., Benbouzid, M., Bentrcia, T., Ma, X., Djurović, S. & Mouss, L.-H., 3/10/2021, In: Energies. 14, 19, 25 p., 6316.

    Research output: Contribution to Journal/MagazineReview articlepeer-review

  25. Published

    Divergent Gender Revolutions: Cohort Changes in Household Financial Management across Income Gradients

    Hu, Y., 1/10/2021, In: Gender & Society. 35, 5, p. 746-777 32 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    MasakhaNER: Named Entity Recognition for African Languages

    Masakhane, 1/10/2021, In: Transactions of the Association for Computational Linguistics. 9, p. 1116-1131 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Testing open-source visualization tools with small- and medium-sized enterprises ecosystem data: Towards the understanding of innovation ecosystem design

    Nthubu, B., Richards, D. & Cruickshank, L., 1/10/2021, In: Journal of Design, Business & Society. 7, 2, p. 165-187 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    Why Don’t We Just… make policy that fulfils human rights?

    Fledderjohann, J., Clair, A. & Knowles, B., 1/10/2021

    Research output: Exhibits, objects and web-based outputsBlog

  29. Published

    Lifecycle Forecast for Consumer Technology Products with Limited Sales Data

    Li, X., Yin, Y., Manrique, D. V. & Bäck, T., 30/09/2021, In: International Journal of Production Economics. 239, 10 p., 108206.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  30. Published

    Local government funding and life expectancy in England: a longitudinal ecological study

    Alexiou, A., Fahy, K., Mason, K., Bennett, D., Brown, H., Bambra, C., Taylor-Robinson, D. & Barr, B., 30/09/2021, In: The Lancet Public Health. 6, 9, p. e641-e647 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. Published

    Retention of doctors in emergency medicine: a scoping review of the academic literature

    Darbyshire, D., Brewster, L., Isba, R., Body, R., Basit, U. & Goodwin, D., 30/09/2021, In: Emergency Medicine Journal. 38, 9, p. 663-672 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. Published

    Intelligent Condition Monitoring of Wind Power Systems: State of the Art Review

    Benbouzid, M., Berghout, T., Sarma, N., Djurović, S., Wu, Y. & Ma, X., 20/09/2021, In: Energies. 14, 18, 33 p., 5967.

    Research output: Contribution to Journal/MagazineReview articlepeer-review

  33. Published

    Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study

    Alsudias, L. & Rayson, P., 17/09/2021, In: JMIR Medical Informatics. 9, 9, 17 p., e27670.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. Published

    AUKUS: is an arms race with China the price of ‘Global Britain’?

    Yoxon, B., 16/09/2021

    Research output: Exhibits, objects and web-based outputsBlog

  35. Published

    Identifying and Responding to Outlier Demand in Revenue Management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 16/09/2021, In: European Journal of Operational Research. 293, 3, p. 1015-1030 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. E-pub ahead of print

    Emotion regulation across the lifespan: Age differences in the intra- and interpersonal strategies for adjustment to the COVID-19 pandemic in four countries

    Dworakowski, O., Huber, Z. M., Meier, T., Boyd, R. L. & Horn, A. B., 11/09/2021, (E-pub ahead of print) In: Aging and Mental Health.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    The real climate and transformative impact of ICT: A critique of estimates, trends and regulations

    Freitag, C., Berners-Lee, M., Widdicks, K., Knowles, B., Blair, G. & Friday, A., 10/09/2021, In: Patterns. 2, 9, 100340.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Prior elicitation of the efficacy and tolerability of Methotrexate and Mycophenolate Mofetil in Juvenile Localised Scleroderma

    Desai, Y., Jaki, T., Beresford, M. W., Burnett, T., Eleftheriou, D., Jacobe, H., Leone, V., Li, S., Mozgunov, P., Ramanan, A. V., Torok, K. S., Anderson, M. E., Anton, J., Avcin, T., Felton, J., Foeldvari, I., Laguda, B., McErlane, F., Shaw, L. & Zulian, F. & 1 others, Pain, C. E., 9/09/2021, In: AMRC Open Research. 3, p. 20 1 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. Published

    Personal recovery in bipolar disorder: Systematic review and “best fit” framework synthesis of qualitative evidence: a POETIC adaptation of CHIME

    Jagfeld, G., Lobban, F., Marshall, P. & Jones, S., 1/09/2021, In: Journal of Affective Disorders. 292, p. 375-385 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. Published

    Uncertainty assessment of drought characteristics projections in humid subtropical basins in China based on multiple CMIP5 models and different index definitions

    Xu, K., Wu, C., Zhang, C. & Hu, B., 1/09/2021, In: Journal of Hydrology. 600, p. 1-17 17 p., 126502.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published

    Infants Oscillatory Frequencies change during Free-Play for Social vs Non-social Interactions

    Smith, E., Elliott, D., Killick, R., Crawford, T., Kidby, S. & Reid, V., 31/08/2021, In: Infant Behavior and Development. 64, 14 p., 101612.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    Problematising Characteristicness: A Biomedical Association Case Study

    Prentice, S., Knight, J., Rayson, P., El-Haj, M. & Rutherford, N., 31/08/2021, In: International Journal of Corpus Linguistics. 26, 3, p. 305-335 31 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    When to Allocate Capacity for Upward Line Extensions Under Competition and Consumer Taste Uncertainty?

    Li, X., Zuidwijk, R., de Koster, M. & Sethi, S., 28/08/2021, SSRN Working Paper.

    Research output: Working paper

  44. Published

    Empirical Evaluation Methodology for Target Dependent Sentiment Analysis

    Moore, A., 27/08/2021, Lancaster University. 244 p.

    Research output: ThesisDoctoral Thesis

  45. Published

    A Multi-level Analysis of Mistrust/Trust Formation in Algorithmic Grading

    Jackson, S. & Panteli, N., 25/08/2021, Responsible AI and Analytics for an Ethical and Inclusive Digitized Society - 20th IFIP WG 6.11 Conference on e-Business, e-Services and e-Society, I3E 2021, Proceedings. Dennehy, D., Griva, A., Pouloudi, N., Dwivedi, Y. K., Dwivedi, Y. K., Pappas, I., Pappas, I. & Mantymaki, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 737-743 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12896 LNCS).

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

  46. Published

    Scaling up research on family justice using large-scale administrative data: an invitation to the socio-legal community

    Broadhurst, K., Cusworth, L., Harwin, J., Alrouh, B., Bedston, S., Trinder, L., Jones, K., Ford, D. & Griffiths, L., 18/08/2021, In: Journal of Social Welfare and Family Law. 43, 3, p. 237-255 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    High Concentrations of Perfluoroalkyl Acids in Arctic Seawater Driven by Early Thawing Sea Ice

    Garnett, J., Halsall, C., Vader, A., Joerss, H., Ebinghaus, R., Leeson, A. & Wynn, P. M., 17/08/2021, In: Environmental Science and Technology. 55, 16, p. 11049-11059 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans

    Ranasinghe, T., Sarkar, D., Zampieri, M. & Ororbia, A., 5/08/2021, Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021). Association for Computational Linguistics, p. 833-840 8 p.

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

  49. Published

    SuperDARN Radar Software Toolkit (RST) 4.6

    SuperDARN Data Analysis Working Group (Developer), Schmidt, M. T. (Developer), Bland, E. C. (Developer), Thomas, E. G. (Developer), A. G., B. (Developer), Coco, I. (Developer), Ponomarenko, P. V. (Developer), Reimer, A. S. (Developer), Sterne, K. T. (Developer) & Walach, M. (Developer), 3/08/2021

    Research output: Exhibits, objects and web-based outputsSoftware

  50. Published

    A Markovian Model for the Analysis of Age of Information in IoT Networks

    Abbas, Q., Hassan, S. A., Pervaiz, H. & Ni, Q., 31/07/2021, In: IEEE Wireless Communications Letters. 10, 7, p. 1596-1600 5 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. Published

    Born into Care: Unpacking the Impact of Area-Level Deprivation in Wales

    Doebler, S., Alrouh, B., Broadhurst, K., Bedston, S., Cusworth, L., Akbari, A., Ford, D. V. & Griffiths, L. J., 31/07/2021, Lancaster: Centre for Family Justice Research (CfJ). 38 p.

    Research output: Book/Report/ProceedingsCommissioned report

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