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Data Science Institute

  1. 2014
  2. Published

    Modelling environmental factors correlated with podoconiosis

    Molla, Y., Wardrop, N. A., Le Blond, J., Baxter, P., Newport, M., Atkinson, P. M. & Davey, G., 20/06/2014, In: International Journal of Health Geographics. 13, 12 p., 24.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Genome-wide association study identifies three novel susceptibility loci for severe Acne vulgaris

    Navarini, A. A., Simpson, M. A., Weale, M., Knight, J., Carlavan, I., Reiniche, P., Burden, D. A., Layton, A., Bataille, V., Allen, M., Pleass, R., Pink, A., Creamer, D., English, J., Munn, S., Walton, S., Willis, C., Déret, S., Voegel, J. J. & Spector, T. & 4 others, Smith, C. H., Trembath, R. C., Barker, J. N. W. N. & Acne Genetic Study Group, 13/06/2014, In: Nature Communications. 5, 6 p., 4020.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    Multi-tenancy in cloud computing

    AlJahdali, H., Albatli , A., Garraghan, P., Townend, P., Lau, L. & Xu, J., 12/06/2014, 2014 IEEE 8th International Symposium on Service Oriented System Engineering (SOSE). IEEE, p. 344-351 8 p.

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

  5. Published

    Gremlin-2 is a BMP antagonist that is regulated by the circadian clock

    Yeung, C. Y. C., Gossan, N., Lu, Y., Hughes, A., Hensman, J. J., Bayer, M. L., Kjær, M., Kadler, K. E. & Meng, Q. J., 5/06/2014, In: Scientific Reports. 4, 5183.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Discussion of “Multiscale change point inference” by K. Frick, A. Munk and H. Sieling.

    Killick, R. C., 06/2014, In: Journal of the Royal Statistical Society: Series B (Statistical Methodology). 76, 3, p. 557-557 1 p.

    Research output: Contribution to Journal/MagazineJournal article

  7. Published

    A Bayesian method to incorporate hundreds of functional characteristics with association evidence to improve variant prioritization

    Gagliano, S. A., Barnes, M. R., Weale, M. E. & Knight, J., 20/05/2014, In: PLoS ONE. 9, 5, 14 p., e98122.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Retraining function in people with Parkinson's disease using the Microsoft kinect: game design and pilot testing

    Galna, B., Jackson, D., Schofield, G., McNaney, R., Webster, M., Barry, G., Mhiripiri, D., Balaam, M., Olivier, P. & Rochester, L., 14/04/2014, In: Journal of NeuroEngineering and Rehabilitation. 11, 1, 60.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Analysis, modeling and simulation of workload patterns in a large-scale utility cloud

    Moreno, I. S., Garraghan, P., Townend, P. & Xu, J., 1/04/2014, In: IEEE Transactions on Cloud Computing. 2, 2, p. 208-221 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    PromotionRank: Ranking and Recommending Grocery Product Promotions Using Personal Shopping Lists

    Nurmi, P., Salovaara, A., Forsblom, A., Bohnert, F. & Floréen, P., 1/04/2014, In: ACM Transactions on Interactive Intelligent Systems (TiiS). 4, 1, p. 1:1-1:23 23 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Detecting and Preventing Data Exfiltration

    Rashid, A., Ramdhany, R., Edwards, M., Kibirige Mukisa, S., Ali Babar, M., Hutchison, D. & Chitchyan, R., 04/2014, Lancaster: Lancaster University. 40 p.

    Research output: Book/Report/ProceedingsOther report

  12. Published

    Improved variational Bayes inference for transcript expression estimation

    Papastamoulis, P., Hensman, J., Glaus, P. & Rattray, M., 04/2014, In: Statistical Applications in Genetics and Molecular Biology. 13, 2, p. 203-216 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Comparing and fusing different sensor modalities for relay attack resistance in Zero-Interaction Authentication

    Truong, H. T. T., Gao, X., Shrestha, B., Saxena, N., Asokan, N. & Nurmi, P., 24/03/2014, 2014 IEEE International Conference on Pervasive Computing and Communications (PerCom). IEEE, p. 163-171 9 p.

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

  14. Published

    An empirical failure-analysis of a large-scale cloud computing environment

    Garraghan, P., Townend, P. & Xu, J., 6/03/2014, 2014 IEEE 15th International Symposium on High-Assurance Systems Engineering. IEEE, p. 113-120 8 p.

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

  15. Published

    Genome-wide association study of bipolar disorder in Canadian and UK populations corroborates disease loci including SYNE1 and CSMD1

    Xu, W., Cohen-Woods, S., Chen, Q., Noor, A., Knight, J., Hosang, G., Parikh, S. V., De Luca, V., Tozzi, F., Muglia, P., Forte, J., McQuillin, A., Hu, P., Gurling, H. M. D., Kennedy, J. L., McGuffin, P., Farmer, A., Strauss, J. & Vincent, J. B., 4/01/2014, In: Journal of Medical Genetics. 15, 13 p., 2.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Interpersonal expression in the special educational needs classroom: an experience-centred design case study

    Durrant, A., Hook, J., McNaney, R., Williams, K., Smith, T., Stockman, T. & Olivier, P., 01/2014, In: International Journal of Child-Computer Interaction. 2, 1, p. 34-47 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  17. Published

    "i didn't spel that wrong did i. Oops": Analysis and normalisation of SMS spelling variation

    Tagg, C., Baron, A. & Rayson, P., 2014, SMS communication: a linguistic approach. Cougnon, L.-A. & Fairon, C. (eds.). John Benjamins Publishing Company, p. 217-237 21 p. (Benjamins Current Topics; vol. 61).

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

  18. Published

    A Gaussian process approach to locate cracks in plate-like structures

    Surace, C., Hensman, J., Mattone, M., Gherlone, M. & Corrado, N., 2014, Proceedings of the Twelfth International Conference on Computational Structures Technology. Topping, B. H. V. & Ivanyi, P. (eds.). 122. (Civil-Comp Proceedings; vol. 106).

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

  19. Published

    A service-independent model for linking online user profile information

    Edwards, M., Rashid, A. & Rayson, P., 2014, IEEE Joint Intelligence and Security Informatics Conference, JISIC 2014, The Hague, The Netherlands, 24-26 September, 2014. IEEE, p. 280-283 4 p.

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

  20. Published

    Approximation algorithms for the weight-reducible knapsack problem

    Goerigk, M., Sabharwal, Y., Schöbel, A. & Sen, S., 2014, Theory and Applications of Models of Computation. TAMC 2014. Berlin: Springer, p. 203-215 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8402 ).

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

  21. Published

    Designing for and with vulnerable people

    Vines, J., McNaney, R., Lindsay, S., Wallace, J. & McCarthy, J., 2014, Interactions, 21, 1, p. 44-46 3 p.

    Research output: Contribution to specialist publicationArticle

  22. Published

    Exploring the acceptability of google glass as an everyday assistive device for people with Parkinson's

    McNaney, R., Vines, J., Roggen, D., Balaam, M., Zhang, P., Poliakov, I. & Olivier, P., 2014, CHI 2014: One of a CHInd - Conference Proceedings, 32nd Annual ACM Conference on Human Factors in Computing Systems. New York: Association for Computing Machinery, Inc, p. 2551-2554 4 p.

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

  23. Published

    Gravity and Linear Acceleration Estimation on Mobile Devices

    Hemminki, S., Nurmi, P. & Tarkoma, S., 2014, Proceedings of the 11th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services. Brussels: ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), p. 50-59 10 p.

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

  24. Published

    Heuristics for the optimal routing of customers in queueing systems with heterogeneous service stations

    Shone, R., 2014.

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

  25. Published

    Hybrid discriminative-generative approach with Gaussian processes

    Andrade-Pacheco, R., Hensman, J., Zwießele, M. & Lawrence, N. D., 2014, In: Proceedings of Machine Learning Research. 33, p. 47-56 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    Interpreting predictive maps of disease: highlighting the pitfalls of distribution models in epidemiology

    Wardrop, N. A., Geary, M., Osborne, P. E. & Atkinson, P. M., 2014, In: Geospatial Health. 9, 1, p. 237-246 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Pairwise Comparison in Repeated Measures

    Oyeka, I. C. A. & Nnanatu, C., 2014, In: Journal of Modern Applied Statistical Methods. 13, 2, p. 151-168 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    The Company You Keep: Mobile Malware Infection Rates and Inexpensive Risk Indicators

    Truong, H. T. T., Lagerspetz, E., Nurmi, P., Oliner, A. J., Tarkoma, S., Asokan, N. & Bhattacharya, S., 2014, WWW '14 Proceedings of the 23rd international conference on World wide web. New York: ACM, p. 39-50 12 p.

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

  29. Published

    Tilted variational bayes

    Hensman, J., Zwießele, M. & Lawrence, N. D., 2014, In: Proceedings of Machine Learning Research. 33, p. 356-364 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  30. 2013
  31. Published

    Individual correlates of Podoconiosis in areas of varying endemicity: a case-control study

    Molla, Y., Le Blond, J., Wardrop, N. A., Baxter, P., Atkinson, P. M., Newport, M. J. & Davey, G., 5/12/2013, In: PLoS Neglected Tropical Diseases. 7, 12, 11 p., e2554.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  32. Published

    A comparison of supraglacial lake observations derived from MODIS imagery at the western margin of the Greenland ice sheet

    Leeson, A. A., Shepherd, A., Sundal, A. V., Johansson, A. M., Selmes, N., Briggs, K., Hogg, A. E. & Fettweis, X., 1/12/2013, In: Journal of Glaciology. 59, 218, p. 1179-1188 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. Published

    Electroweak measurements in electron–positron collisions at W-boson-pair energies at LEP

    ALEPH Collaboration, DELPHI Collaboration, L3 Collaboration, OPAL Collaboration & LEP Electroweak Working Group, 30/11/2013, In: Physics Reports. 532, 4, p. 119-244 126 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. Published

    Determining disease interventions strategies using spatially resolved simulations

    Read, M., Andrews, P., Timmis, J., Williams, R., Greaves, R., Sheng, H., Coles, M. & Kumar, V., 14/11/2013, In: PLoS ONE. 8, 11, 14 p., e80506.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    Accelerometer-based transportation mode detection on smartphones

    Hemminki, S., Nurmi, P. T. & Tarkoma, S., 11/2013, SenSys '13 Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems. New York: Association for Computing Machinery (ACM), 14 p. 13

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

  36. Published

    Plenty of water, not enough strategy: how inadequate accessibility, poor governance and a volatile government can tip the balance against ensuring water security : the case of Nepal

    Biggs, E. M., Duncan, J. M. A., Atkinson, P. M. & Dash, J., 11/2013, In: Environmental Science and Policy. 33, p. 388-394 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    The dispersal ecology of Rhodesian sleeping sickness following its introduction to a new area

    Wardrop, N. A., Fèvre, E. M., Atkinson, P. M. & Welburn, S. C., 13/10/2013, In: PLoS Neglected Tropical Diseases. 7, 10, 10 p., e2485.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  38. Published

    Predicting socioeconomic conditions from satellite sensor data in rural developing countries: a case study using female literacy in Assam, India

    Watmough, G. R., Atkinson, P. M. & Hutton, C. W., 10/2013, In: Applied Geography. 44, p. 192-200 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  39. Published

    Spatio-temporal trends in precipitation and their implications for water resources management in climate-sensitive Nepal

    Duncan, J. M. A., Biggs, E. M., Dash, J. & Atkinson, P. M., 09/2013, In: Applied Geography. 43, p. 138-146 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. Published

    The circadian clock in murine chondrocytes regulates genes controlling key aspects of cartilage homeostasis

    Gossan, N., Zeef, L., Hensman, J., Hughes, A., Bateman, J. F., Rowley, L., Little, C. B., Piggins, H. D., Rattray, M., Boot-Handford, R. P. & Meng, Q. J., 09/2013, In: Arthritis and Rheumatism. 65, 9, p. 2334-2345 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  41. Published

    Social encounter networks: characterizing Great Britain

    Danon, L., Read, J. M., House, T. A., Vernon, M. C. & Keeling, M. J., 22/08/2013, In: Proceedings of the Royal Society B: Biological Sciences. 280, 1765, 10 p., 20131037.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    Hierarchical Bayesian modelling of gene expression time series across irregularly sampled replicates and clusters

    Hensman, J., Lawrence, N. D. & Rattray, M., 20/08/2013, In: BMC Bioinformatics. 14, 1, 12 p., 252.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  43. Published

    A Decision Support System for Integrated Airport Performance Assessment and Capacity Management

    Zografos, K., Andreatta, G. & Odoni, A. R., 19/08/2013, Modelling and Managing Airport Performance: Theory and Practice. Zografos, K., Andreatta, G. & Odoni, A. (eds.). Wiley

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

  44. Published

    Implementation and Assessment of Airport Capacity and Demand Management Strategies: A European Perspective

    Zografos, K. & Madas, M. A., 19/08/2013, Modelling and Managing Airport Performance: Theory and Practice. Zografos, K., Andreatta, G. & Odoni, A. (eds.). Wiley

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

  45. Published

    Modelling and Managing Airport Performance: Theory and Practice

    Zografos, K., Andreatta, G. & Odoni, A. R., 19/08/2013, Wiley. 314 p.

    Research output: Book/Report/ProceedingsBook

  46. Published

    Multiple-point geostatistical simulation for post-processing a remotely sensed land cover classification

    Tang, Y., Atkinson, P. M., Wardrop, N. A. & Zhang, J., 08/2013, In: Spatial Statistics. 5, p. 69-84 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Detecting changes in wave spectra using the total variation distance

    Euán, C., Ortega, J. & Esteban, P. C. A., 30/06/2013, Proceedings of the 23rd International Offshore and Polar Engineering Conference, ISOPE 2013. p. 824-830 7 p. (Proceedings of the International Offshore and Polar Engineering Conference).

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

  48. Published

    Using Byzantine fault-tolerance to improve dependability in federated cloud computing

    Garraghan, P., Townend, P., Xu, J., Yang, X. & Sui, P., 1/06/2013, In: International Journal of Software and Informatics. 7, 2, p. 221-237 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    Downscaling in remote sensing

    Atkinson, P. M., 06/2013, In: International Journal of Applied Earth Observation and Geoinformation. 22, p. 106-114 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  50. Published

    Heterogeneity in antibody range and the antigenic drift of influenza A viruses

    Parisi, A., Lopes, J. S., Nunes, A. & Gomes, M. G. M., 06/2013, In: Ecological Complexity. 14, p. 157-165 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. Published

    Comparisons between observable and unobservable M/M/1 queues with respect to optimal customer behavior

    Shone, R., Knight, V. & Williams, J., 16/05/2013, In: European Journal of Operational Research. 227, 1, p. 133-141 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  52. Published

    In silico investigation into dendritic cell regulation of CD8Treg mediated killing of Th1 cells in murine experimental autoimmune encephalomyelitis

    Williams, R., Greaves, R., Read, M., Timmis, J., Andrews, P. S. & Kumar, V., 04/2013, In: BMC Bioinformatics. 14, suppl. 6, 9 p., S9.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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