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Data Science Institute

  1. 2017
  2. Published

    Large Synoptic Survey Telescope Galaxies Science Roadmap

    Robertson, B. E., Banerji, M., Cooper, M. C., Davies, R., Driver, S. P., Ferguson, A. M. N., Ferguson, H. C., Gawiser, E., Kaviraj, S., Knapen, J. H., Lintott, C., Lotz, J., Newman, J. A., Norman, D. J., Padilla, N., Schmidt, S. J., Smith, G. P., Tyson, J. A., Verma, A. & Zehavi, I. & 30 others, Armus, L., Avestruz, C., Barrientos, L. F., Bowler, R. A. A., Bremer, M. N., Conselice, C. J., Davies, J., Demarco, R., Dickinson, M. E., Galaz, G., Grazian, A., Holwerda, B. W., Jarvis, M. J., Kasliwal, V., Lacerna, I., Loveday, J., Marshall, P., Merlin, E., Napolitano, N. R., Puzia, T. H., Robotham, A., Salim, S., Sereno, M., Snyder, G. F., Stott, J. P., Tissera, P. B., Werner, N., Yoachim, P., Borne, K. D. & Collaboration, M. O. T. L. G. S., 4/08/2017, In: arxiv.org.

    Research output: Contribution to Journal/MagazineJournal article

  3. Published

    Search for the Dimuon Decay of the Higgs Boson in pp Collisions at √s=13  TeV with the ATLAS Detector

    The ATLAS collaboration, 4/08/2017, In: Physical review letters. 119, 5, 20 p., 051802.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    A mechanistic Individual-based Model of microbial communities

    Jayathilake, P. G., Gupta, P., Li, B., Madsen, C., Oyebamiji, O., González-Cabaleiro, R., Rushton, S., Bridgens, B., Swailes, D., Allen, B., McGough, A. S., Zuliani, P., Ofiteru, I. D., Wilkinson, D., Chen, J. & Curtis, T., 1/08/2017, In: PLoS ONE.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. E-pub ahead of print

    Experimental evaluation of the impact of mobility management protocols on HTTP adaptive streaming

    Sani, Y., Isah, M., Edwards, C. J. & Mauthe, A. U., 1/08/2017, (E-pub ahead of print) In: IET Networks.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    New tools for atmospheric chemistry: general discussion

    Alpert, P., Archibald, A., Arnold, S., Ashworth, K., Brown, S., Campbell, S., Carpenter, L. J., Coe, H., Dou, J., Edebeli, J., Finlayson-Pitts, B., Grantham, A., Hamilton, J., Hastings, M., Heard, D., Isaacman-VanWertz, G., Jones, R., Kalberer, M., Kiendler-Scharr, A. & Knopf, D. & 20 others, Kroll, J., Lelieveld, J., Lewis, A., Marais, E., Marsh, A., Moller, S., Petzold, A., Porter, W., Ravishankara, A., Reid, J., Rickard, A., Rovelli, G., Rudich, Y., Taatjes, C., Vaughan, A., Wahner, A., Wallington, T. J., Williams, J., Young, P. & Zelenyuk, A., 1/08/2017, In: Faraday Discussions. 200, p. 663-691 29 p.

    Research output: Contribution to Journal/MagazineEditorial

  7. Published

    On anonymity in disasters: Socio-technical practices in emergency management

    Petersen, K. G., Buscher, M. & Easton, C. R., 1/08/2017, In: Ephemera : Theory and Politics in Organization. 17, 2, p. 307-326 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Search for direct top squark pair production in events with a Higgs or Z boson, and missing transverse momentum in √s=13 TeV pp collisions with the ATLAS detector

    The ATLAS collaboration, 1/08/2017, In: Journal of High Energy Physics. 2017, 8, 46 p., 6.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Search for pair production of vector-like top quarks in events with one lepton, jets, and missing transverse momentum in √s=13 TeV pp collisions with the ATLAS detector

    The ATLAS collaboration, 1/08/2017, In: Journal of High Energy Physics. 2017, 8, 40 p., 52.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    A geostatistical model for combined analysis of point-level and area-level data using INLA and SPDE

    Moraga, P., Cramb, S., Mengersen, K. & Pagano, M., 08/2017, In: Spatial Statistics. 21, A, p. 27-41 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Gross primary production responses to warming, elevated CO2, and irrigation: quantifying the drivers of ecosystem physiology in a semiarid grassland

    Ryan, E., Ogle, K., Peltier, D., Walker, A., De Kauwe, M., Medlyn, B., Williams, D., Parton, W., Asao, S., Guenet, B., Harper, A., Lu, X., Luus, K., Shu, S., Werner, C., Xia, J., Zaehle, S. & Pendall, E., 08/2017, In: Global Change Biology. 23, 8, p. 3092-3106 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Regional climate of the Larsen B embayment 1980-2014

    Leeson, A. A., van Wessem, M., Ligtenberg, S., Shepherd, A., van den broeke, M., Killick, R. C., Skvarca, P., Marinsek, S. & Colwell, S., 08/2017, In: Journal of Glaciology. 63, 240, p. 683-690 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Seeking multiple solutions: an updated survey on niching methods and their applications

    Li, X., Epitropakis, M. G., Deb, K. & Engelbrecht, A., 08/2017, In: IEEE Transactions on Evolutionary Computation. 21, 4, p. 518-538 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    The Hα luminosity-dependent clustering of star-forming galaxies from z ∼ 0.8 to z ∼ 2.2 with HiZELS

    Cochrane, R. K., Best, P. N., Sobral, D., Smail, I., Wake, D. A., Stott, J. P. & Geach, J. E., 08/2017, In: Monthly Notices of the Royal Astronomical Society. 469, 3, p. 2913-2932 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    The Resilience Questionnaire for Bipolar Disorder: Development and validation

    Echezarraga, A., Las Hayas, C., González-Pinto, A. M. & Jones, S., 08/2017, In: Archives of Psychiatric Nursing. 31, 4, p. 376-385 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Spatial point patterns: methodology and applications with R

    Giorgi, E., 31/07/2017, In: American Statistician. 71, 2, p. 184-185 2 p.

    Research output: Contribution to Journal/MagazineBook/Film/Article review

  17. Published

    Learning with noise: enhance distantly supervised relation extraction with dynamic transition matrix

    Luo, B., Feng, Y., Wang, Z., Zhu, Z., Huang, S., Yan, R. & Zhao, D., 30/07/2017, The 55th Annual Meeting of the Association for Computational Linguistics: Proceedings of the Conference, Vol. 1 (Long Papers). Stroudsburg, Pa.: Association for Computational Linguistics, 10 p. P-17 1040

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

  18. Published

    Fiction and Physicality: a designerly approach towards complexities of emerging technologies

    Hur, Y., Sturdee, M., Alonso, M. B., Markopoulos, P. & Alexander, J., 28/07/2017, In: The Design Journal. 20, Suppl. 1, p. S3849-S3862 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    Measurement of W±W± vector-boson scattering and limits on anomalous quartic gauge couplings with the ATLAS detector

    The ATLAS collaboration, 28/07/2017, In: Physical Review D. 96, 1, 34 p., 012007.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    On the Lovász theta function and some variants

    Galli, L. & Letchford, A. N., 27/07/2017, In: Discrete Optimization. 25, p. 159-174 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  21. Published

    Creating CorCenCC (Corpws Cenedlaethol Cymraeg Cyfoes - The National Corpus of Contemporary Welsh)

    Knight, D., Fitzpatrick, T., Morris, S., Evas, J., Rayson, P. E., Spasic, I., Stonelake, M., Mon Thomas, E., Neale, S., Needs, J., Piao, S. S., Rees, M., Watkins, G., Anthony, L., Michael Cobb, T., Deuchar, M., Donnelly, K., McCarthy, M. & Scannell, K., 24/07/2017.

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

  22. Published

    SDQ: Enabling rapid QoE experimentation using Software Defined Networking

    Fawcett, L., Mu, M., Broadbent, M. H., Hart, N. P. & Race, N. J. P., 24/07/2017, 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM). Lisbon, Portugal: IEEE, 4 p.

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

  23. Published

    Towards a Welsh semantic tagger: creating lexicons for a resource poor language

    Piao, S. S., Rayson, P. E., Knight, D., Watkins, G. & Donnelly, K., 24/07/2017. 4 p.

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

  24. Published

    Studies of Zγ production in association with a high-mass dijet system in pp collisions at √s=8 TeV with the ATLAS detector

    The ATLAS collaboration, 21/07/2017, In: Journal of High Energy Physics. 2017, 7, 47 p., 107.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    Explaining variation in adult Anopheles indoor resting abundance: the relative effects of larval habitat proximity and insecticide-treated bed net use

    McCann, R. S., Messina, J. P., MacFarlane, D. W., Bayoh, M. N., Gimnig, J. E. & Giorgi, E., 17/07/2017, In: Malaria Journal. 16, 14 p., 288.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    A retail store SKU promotions optimization model for category multi-period profit maximization

    Ma, S. & Fildes, R., 16/07/2017, In: European Journal of Operational Research. 260, 2, p. 680-692 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Dynamic response of land use and river nutrient concentration to long-term climatic changes

    Bussi, G., Janes, V., Whitehead, P. G., Dadson, S. J. & Holman, I. P., 15/07/2017, In: Science of the Total Environment. 590-591, p. 818-831 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    Healthcare Access and Quality Index based on mortality from causes amenable to personal healthcare in 195 countries and territories, 1990-2015: a novel analysis from the Global Burden of Disease 2015 study

    GBD 2015 Healthcare Access and Quality Collaborators, 15/07/2017, In: The Lancet. 390, 10091, p. 231-266 36 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. Published

    Sample size re-estimation in paired comparative diagnostic accuracy studies with a binary response

    McCray, G., Titman, A. C., Ghaneh, P. & Lancaster, G., 14/07/2017, In: BMC Medical Research Methodology. 17, 11 p., 102.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  30. Published

    Fine-mapping inflammatory bowel disease loci to single-variant resolution

    Huang, H., Fang, M., Jostins, L., Umićević Mirkov, M., Boucher, G., Anderson, C. A., Andersen, V., Cleynen, I., Cortes, A., Crins, F., D'Amato, M., Deffontaine, V., Dmitrieva, J., Docampo, E., Elansary, M., Farh, K. K.-H., Franke, A., Gori, A.-S., Goyette, P. & Halfvarson, J. & 27 others, Haritunians, T., Knight, J., Lawrance, I. C., Lees, C. W., Louis, E., Mariman, R., Meuwissen, T., Mni, M., Momozawa, Y., Parkes, M., Spain, S. L., Théâtre, E., Trynka, G., Satsangi, J., van Sommeren, S., Vermeire, S., Xavier, R. J., Weersma, R. K., Duerr, R. H., Mathew, C. G., Rioux, J. D., McGovern, D. P. B., Cho, J. H., Georges, M., Daly, M. J., Barrett, J. C. & International Inflammatory Bowel Disease Genetics Consortium, 13/07/2017, In: Nature. 547, 7662, p. 173-178 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. Published

    Using design fictions as a tool for engaging citizens in debating future pervasive health systems and services

    Tsekleves, E., Darby, A., Whicher, A. & Swiatek, P., 13/07/2017, In: EAI Endorsed Transactions on Pervasive Health and Technology. 3, 10, 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. Published

    An integrated data-driven model-based approach to condition monitoring of the wind turbine gearbox

    Qian, P., Ma, X. & Cross, P., 12/07/2017, In: IET Renewable Power Generation. 11, 9, p. 1177-1185 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. Published

    Measurement of the cross section for inclusive isolated-photon production in pp collisions at √s=13 TeV using the ATLAS detector

    The ATLAS collaboration, 10/07/2017, In: Physics Letters B. 770, p. 473-493 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. Published

    Optimizing real time operations of one-way electric carsharing systems

    Boyacı, B. & Zografos, K. G., 10/07/2017.

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

  35. Published

    Investigating the role of rumination in the relationship between socioeconomic environment and mental health

    Panagaki, K., Jones, S. H. (Editor), Lobban, A. F. (Editor) & Perez Algorta, G. D. (Editor), 9/07/2017.

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

  36. Published

    Planting and Tending Digital-nature Hybrids in a Walled Kitchen Garden

    Edwards, E. R., Coulton, P., Darby, A. & Chiasson, M., 5/07/2017, In: Design Issues. 33, 3, p. 65-78 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Public health and emergency medicine

    Harrison, L., Isba, R. E., Snell, A., Shanahan, T. & Rahman, N., 5/07/2017, In: Emergency Medicine Journal. 34, Suppl., p. 3-4 2 p.

    Research output: Contribution to Journal/MagazineComment/debate

  38. Published

    Linguistic analysis of chat transcripts from child predator undercover sex stings

    Drouin, M., Boyd, R. L., Hancock, J. T. & James, A., 4/07/2017, In: Journal of Forensic Psychiatry and Psychology. 28, 4, p. 437-457 21 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. Published

    How Good Are My Tests?

    Bowes, D., Hall, T., Petrić, J., Shippey, T. & Turhan, B., 3/07/2017, 2017 IEEE/ACM 8th Workshop on Emerging Trends in Software Metrics (WETSoM). IEEE Computer Society, p. 9-14 6 p. 7968009. (2017 IEEE/ACM 8th Workshop on Emerging Trends in Software Metrics (WETSoM)).

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

  40. Published
  41. Published

    A New Technique for Monitoring the Atmosphere above Onshore Carbon Storage Projects that can Estimate the Locations and Mass Emission Rates of Detected Sources

    Hirst, B., Randell, D., Jones, M., Jonathan, P., King, B. & Dean, M., 1/07/2017, In: Energy Procedia. 114, p. 3716-3728 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    Measurements of electroweak Wjj production and constraints on anomalous gauge couplings with the ATLAS detector

    The ATLAS collaboration, 1/07/2017, In: European Physical Journal C: Particles and Fields. 77, 7, 74 p., 474.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    Principles of Business Forecasting

    Ord, K., Fildes, R. A. & Kourentzes, N., 1/07/2017, 2nd ed. New York: Wessex Press Publishing Co.

    Research output: Book/Report/ProceedingsBook

  44. Published
  45. Published

    The influence of point defects on the entropy profiles of Lithium Ion Battery cathodes: a lattice-gas Monte Carlo study

    Mercer, M. P., Finnigan, S., Kramer, D., Richards, D. & Hoster, H. E., 1/07/2017, In: Electrochimica Acta. 241, p. 141-152 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    Topological cell clustering in the ATLAS calorimeters and its performance in LHC Run 1

    The ATLAS collaboration, 1/07/2017, In: European Physical Journal C: Particles and Fields. 77, 7, 73 p., 490.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    A prospective study of bipolar disorder vulnerability in relation to behavioural activation, behavioural inhibition and dysregulation of the Behavioural Activation System

    Dempsey, R. C., Gooding, P. A. & Jones, S. H., 07/2017, In: European Psychiatry. 44, p. 24-29 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    An analysis of the likely success of policy actions under uncertainty: recovery from acidification across Great Britain

    Whyatt, J. D., Metcalfe, S., Derwent, R. & Page, T. J. C., 07/2017, In: Environmental Science and Policy. 73, p. 124-132 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    Climate change decouples marine and freshwater habitats of a threatened migratory fish

    Lin, H.-Y., Bush, A., Linke, S., Possingham, H. P. & Brown, C. J., 07/2017, In: Diversity and Distributions. 23, 7, p. 751-760 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. Published

    Community-based field implementation scenarios of a short message service reporting tool for lymphatic filariasis case estimates in Africa and Asia

    Mableson, H. E., Martindale, S., Stanton, M. C., Mackenzie, C. & Kelly-Hope, L. A., 07/2017, In: Mhealth. 3, 11 p., 28.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. Published

    Fusion of Landsat 8 OLI and Sentinel-2 MSI data

    Wang, Q., Blackburn, G. A., Onojeghuo, A. O., Dash, J., Zhou, L., Zhang, Y. & Atkinson, P. M., 07/2017, In: IEEE Transactions on Geoscience and Remote Sensing. 55, 7, p. 3885-3899 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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