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Data Science Institute

  1. 2020
  2. Published
  3. Published

    Search for the Higgs boson decays H → ee and H → eμ in pp collisions at s=13TeV with the ATLAS detector

    Collaboration, A., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Sanderswood, I., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M., Whitmore, B. W. & Yexley, M., 10/02/2020, In: Physics Letters B. 801, 19 p., 135148.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees

    Wu, M., Wicker, M., Ruan, W., Huang, X. & Kwiatkowska, M., 6/02/2020, In: Theoretical Computer Science. 807, p. 298-329 32 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published
  6. Published

    Quantifying Uncertainty for Estimates Derived from Error Matrices in Land Cover Mapping Applications: The Case for a Bayesian Approach

    Phillipson, J., Blair, G. & Henrys, P., 5/02/2020, Environmental Software Systems. Data Science in Action: 13th IFIP WG 5.11 International Symposium, ISESS 2020, Wageningen, The Netherlands, February 5–7, 2020, Proceedings. Athanasiadis, I. N., Frysinger, S. P., Schimak, G. & Knibbe, W. J. (eds.). Cham: Springer, p. 151-164 14 p. (IFIP Advances in Information and Communication Technology; vol. 554).

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

  7. Published

    SuperDARN Radar Software Toolkit (RST) 4.3.1

    Thomas, E. (Developer), Sterne, K. T. (Developer), Shepherd, S. (Developer), Kotyk, K. (Developer), Schmidt, M. (Developer), Ponomarenko, P. V. (Developer), Ribeiro, A. J. (Developer), Bland, E. C. (Developer), Walach, M. (Developer), Reimer, A. S. (Developer), A. G., B. (Developer), Billett, D. (Developer), Bristow, W. A. (Developer), B, T. (Developer), Marple, S. (Developer), Rafiq, M. (Developer) & Krzysztofowicz, M. (Developer), 3/02/2020

    Research output: Exhibits, objects and web-based outputsSoftware

  8. Published

    A nonparametric approach to detecting changes in variance in locally stationary time series

    Chapman, J.-L., Eckley, I. & Killick, R., 1/02/2020, In: Environmetrics. 31, 1, 12 p., e2576.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Considering long-memory when testing for changepoints in surface temperature: a classification approach based on the time-varying spectrum

    Beaulieu, C., Killick, R. C., Ireland, D. & Norwood, B., 1/02/2020, In: Environmetrics. 31, 1, 14 p., e2568.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    Core Outcome Set for Behavioural Weight Management Interventions for Adults with Overweight and Obesity: STAndardised Reporting of Lifestyle Weight Management InTerventions to Aid Evaluation (STAR-LITE)

    Mackenzie, R. M., Ells, L. J., Simpson, S. A. & Logue, J., 1/02/2020, In: Obesity Reviews. 21, 2, 25 p., e12961.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Hepatitis D prevalence: problems with extrapolation to global population estimates

    Stockdale, A. J., Kreuels, B., Henrion, M. R. Y., Giorgi, E., Kyomuhangi, I. & Geretti, A. M., 1/02/2020, In: Gut. 69, 2, p. 396-397 2 p.

    Research output: Contribution to Journal/MagazineJournal article

  12. Published

    Impact of newborn screening on outcomes and social inequalities in cystic fibrosis: A UK CF registry-based study

    Schlüter, D. K., Southern, K. W., Dryden, C., Diggle, P. & Taylor-Robinson, D., 1/02/2020, In: Thorax. 75, 2, p. 123-131 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Special Issue on Improving Productivity Through Automation and Computing

    Ma, X. (Editor), Zhang, J. & Xu, Z., 1/02/2020, In: International Journal of Automation and Computing. 17, 1

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    The association between diabetes medication and weight change in a non-surgical weight management intervention: an intervention cohort study

    Aldekhail, N. M., Morrison, D. S., Khojah, H., Sloan, B., McLoone, P., MacNaughton, S., Shearer, R. & Logue, J., 1/02/2020, In: Diabetic Medicine. 37, 2, p. 248-255 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    Would I be helped? Cross-national CCTV footage shows that intervention is the norm in public conflicts

    Philpot, R., Liebst, L. S., Levine, M., Bernasco, W. & Lindegaard, M. R., 1/02/2020, In: American Psychologist. 75, 1, p. 66-75 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Z boson production in Pb+Pb collisions at √sNN=5.02 TeV measured by the ATLAS experiment

    Collaboration, A., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M., Whitmore, B. W., Sanderswood, I. & Yexley, M., 31/01/2020, In: Physics Letters B. 802, 23 p., 135262.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    Coral restoration – A systematic review of current methods, successes, failures and future directions

    Boström-Einarsson, L., Babcock, R. C., Bayraktarov, E., Ceccarelli, D., Cook, N., Ferse, S. C. A., Hancock, B., Harrison, P., Hein, M., Shaver, E., Smith, A., Suggett, D., Stewart-Sinclair, P. J., Vardi, T. & McLeod, I. M., 30/01/2020, In: PLoS ONE. 15, 1, 24 p., e0226631.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    Developing observational methods to drive future hydrological science: Can we make a start as a community?

    Beven, K., Asadullah, A., Bates, P., Blyth, E., Chappell, N., Child, S., Cloke, H., Dadson, S., Everard, N., Fowler, H. J., Freer, J., Hannah, D. M., Heppell, K., Holden, J., Lamb, R., Lewis, H., Morgan, G., Parry, L. & Wagener, T., 30/01/2020, In: Hydrological Processes. 34, 3, p. 868-873 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    Transverse momentum and process dependent azimuthal anisotropies in √sNN=8.16 TeV p+Pb collisions with the ATLAS detector

    Collaboration, A., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M., Whitmore, B. W., Sanderswood, I. & Yexley, M., 30/01/2020, In: European Physical Journal D. 80, 1, 31 p., 73.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles

    Wu, M., Louw, T., Lahijanian, M., Ruan, W., Huang, X., Merat, N. & Kwiatkowska, M., 27/01/2020, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, p. 6210-6216 7 p.

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

  21. Published

    Measurement of long-range two-particle azimuthal correlations in Z-boson tagged pp collisions at √s=8 and 13 TeV

    Collaboration, A., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M., Whitmore, B. W., Sanderswood, I. & Yexley, M., 25/01/2020, In: European Physical Journal D. 80, 1, 32 p., 64.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  22. Published

    Average Ionospheric Electric Field Morphologies during Geomagnetic Storm Phases

    Walach, M., Grocott, A. & Milan, S. E., 24/01/2020.

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

  23. Published

    Search for Magnetic Monopoles and Stable High-Electric-Charge Objects in 13 Tev Proton-Proton Collisions with the ATLAS Detector

    Collaboration, A., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M., Whitmore, B. W., Sanderswood, I. & Yexley, M., 24/01/2020, In: Physical review letters. 124, 3, 20 p., 031802.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  24. Published

    Performance of electron and photon triggers in ATLAS during LHC Run 2

    Collaboration, A., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M., Whitmore, B. W., Sanderswood, I. & Yexley, M., 22/01/2020, In: European Physical Journal D. 80, 1, 41 p., 47.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Accounting for Dynamic Diversity among Child Users of IoT

    Newmarch, G., Knowles, B., Beck, S. & Finney, J., 17/01/2020, In: IEEE Pervasive Computing. 19, 1, p. 43-51 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    Measurement of J/ψ production in association with a W ± boson with pp data at 8 TeV

    Collaboration, A., Barton, A. E., Bertram, I. A., Borissov, G., Bouhova-Thacker, E. V., Fox, H., Henderson, R. C. W., Jones, R. W. L., Kartvelishvili, V., Long, R. E., Love, P. A., Muenstermann, D., Parker, A. J., Smizanska, M., Tee, A. S., Walder, J., Wharton, A. M., Whitmore, B. W., Sanderswood, I. & Yexley, M., 16/01/2020, In: Journal of High Energy Physics. 2020, 1, 38 p., 95.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Rethinking the Bystander Effect in Violence Reduction Training Programs

    Levine, M., Philpot, R. & Kovalenko, A. G., 16/01/2020, In: Social Issues and Policy Review. 14, 1, p. 273-296 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. E-pub ahead of print

    Dynamic inference for non-Markov transition probabilities under random right-censoring

    Dobler, D. & Titman, A. C., 14/01/2020, (E-pub ahead of print) In: Scandinavian Journal of Statistics. 47, 2, p. 572-586 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. Published

    Mitigation of PM2.5 and ozone pollution in Delhi: A sensitivity study during the pre-monsoon period

    Chen, Y., Wild, O., Ryan, E., Sahu, S. K., Lowe, D., Archer-Nicholls, S., Wang, Y., McFiggans, G., Ansari, T., Singh, V., Sokhi, R. S., Archibald, A. & Beig, G., 14/01/2020, In: Atmospheric Chemistry and Physics. 20, 1, p. 499-514 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  30. Published

    Through-substrate terahertz time-domain reflection spectroscopy for environmental graphene conductivity mapping

    Lin, H., Burton, O., Engelbrecht, S., Tybussek, K.-H., Fischer, B. M. & Hofmann, S., 13/01/2020, In: Applied Physics Letters. 116, 2, 5 p., 021105.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. Published

    Perceptions of ‘Home Cooking’: A Qualitative Analysis from the United Kingdom and United States

    Mills, S., Wolfson, J. A., Brown, H., Adams, J. & White, M., 12/01/2020, In: Nutrients. 12, 1, 12 p., 198.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. Published
  33. Published

    Key Questions for Next-Generation Biomonitoring

    Makiola, A., Compson, Z. G., Baird, D. J., Barnes, M. A., Boerlijst, S. P., Bouchez, A., Brennan, G., Bush, A., Canard, E., Cordier, T., Creer, S., Curry, R. A., David, P., Dumbrell, A. J., Gravel, D., Hajibabaei, M., Hayden, B., van der Hoorn, B., Jarne, P. & Jones, J. I. & 25 others, Karimi, B., Keck, F., Kelly, M., Knot, I. E., Krol, L., Massol, F., Monk, W. A., Murphy, J., Pawlowski, J., Poisot, T., Porter, T. M., Randall, K. C., Ransome, E., Ravigné, V., Raybould, A., Robin, S., Schrama, M., Schatz, B., Tamaddoni-Nezhad, A., Trimbos, K. B., Vacher, C., Vasselon, V., Wood, S., Woodward, G. & Bohan, D. A., 9/01/2020, In: Frontiers in Environmental Science. 7, 14 p., 197.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. Published

    Cognitive Impairment Before Atrial Fibrillation–Related Ischemic Events: Neuroimaging and Prognostic Associations

    The CROMIS-2 collaborators, 7/01/2020, In: Journal of the American Heart Association. 9, 1, 16 p., e014537.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    Childhood malaria case incidence in Malawi between 2004 and 2017: Spatio-temporal modelling of climate and non-climate factors

    Chirombo, J., Ceccato, P., Lowe, R., Terlouw, D. J., Thomson, M., Gumbo, A., Diggle, P. & Read, J., 6/01/2020, In: Malaria Journal. 19, 13 p., 5.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  36. Published
  37. Published

    Anti-Intelligent UAV Jamming Strategy via Deep Q-Networks

    Gao, N., Qin, Z., Jing, X., Ni, Q. & Jin, S., 1/01/2020, In: IEEE Transactions on Communications. 68, 1, p. 569-581 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Apathy as a behavioural marker of cognitive impairment in Parkinson's disease: a longitudinal analysis

    Martin, G. P., McDonald, K. R., Allsop, D., Diggle, P. J. & Leroi, I., 1/01/2020, In: Journal of Neurology. 267, 1, p. 214-227 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. Published

    Cognitive computing and wireless communications on the edge for healthcare service robots

    Wan, S., Gu, Z. & Ni, Q., 1/01/2020, In: Computer Communications. 149, p. 99-106 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. Published

    Generating hard instances for robust combinatorial optimization

    Goerigk, M. & Maher, S. J., 1/01/2020, In: European Journal of Operational Research. 280, 1, p. 34-45 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published

    Growing up with Pervasive Computing

    Kostakos, V., Knowles, B., Markopoulos, P. & Yatani, K., 1/01/2020, In: IEEE Pervasive Computing. 19, 1, p. 8-9 2 p., 9018353.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  42. Published

    Learning from forecasting competitions

    Fildes, R., 1/01/2020, In: International Journal of Forecasting. 36, 1, p. 186-188 3 p.

    Research output: Contribution to Journal/MagazineComment/debatepeer-review

  43. Published

    On environmental contours for marine and coastal design

    Ross, E., Astrup, O. C., Bitner-Gregersen, E., Bunn, N., Feld, G., Gouldby, B., Huseby, A., Liu, Y., Randell, D., Vanem, E. & Jonathan, P., 1/01/2020, In: Ocean Engineering. 195, 17 p., 106194.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  44. Published

    Predictive modeling of inbound demand at major European airports with Poisson and Pre-Scheduled Random Arrivals

    Lancia, C. & Lulli, G., 1/01/2020, In: European Journal of Operational Research. 280, 1, p. 179-190 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    Retention of doctors in emergency medicine: a scoping review protocol

    Darbyshire, D., Brewster, L., Isba, R., Body, R. & Goodwin, D., 1/01/2020, In: JBI database of systematic reviews and implementation reports. 18, 1, p. 154–162 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    Taking the Middle Path: Learning About Security Through Online Social Interaction

    Lopez, T., Thein Than Tun, Bandara, A., Levine, M., Nuseibeh, B. & Sharp, H., 1/01/2020, In: IEEE Software. 37, 1, p. 25-30 6 p., 8854988.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Validation of ICD-10 codes shows intracranial venous thrombosis incidence to be higher than previously reported

    Handley, J. D. & Emsley, H. C. A., 1/01/2020, In: Health Information Management Journal. 49, 1, p. 58-61 4 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    Advancements in latent space network modelling

    Turnbull, K., 2020, Lancaster University. 178 p.

    Research output: ThesisDoctoral Thesis

  49. Published

    Bayesian bandit models for the design of clinical trials

    Williamson, S. F., 2020, Lancaster University. 229 p.

    Research output: ThesisDoctoral Thesis

  50. Published

    Confidentiality challenges in releasing longitudinally linked data

    Mitra, R., Blanchard, S., Dove, I., Tudor, C. & Spicer, K., 2020, In: Transactions on Data Privacy. 13, 2, p. 151-170 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. Published

    Detecting patterns in Time Series Data with applications in Official Statistics

    Norwood, B., 2020, Lancaster University. 241 p.

    Research output: ThesisDoctoral Thesis

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