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Data Science Institute

  1. 2011
  2. Published

    A characterisation of climate variability and trends in hydrological extremes in the Severn Uplands

    Biggs, E. M. & Atkinson, P. M., 09/2011, In: International Journal of Climatology. 31, 11, p. 1634-1652 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. Published

    Location-specific patterns of exposure to recent pre-pandemic strains of influenza A in southern China

    Lessler, J., Cummings, D. A. T., Read, J. M., Wang, S., Zhu, H., Smith, G. J. D., Guan, Y., Jiang, C. Q. & Riley, S., 9/08/2011, In: Nature Communications. 2, 9 p., 423.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    A genome-wide significant linkage for severe depression on chromosome 3: the depression network study

    Breen, G., Webb, B. T., Butler, A. W., van den Oord, E. J. C. G., Tozzi, F., Craddock, N., Gill, M., Korszun, A., Maier, W., Middleton, L., Mors, O., Owen, M. J., Cohen-Woods, S., Perry, J., Galwey, N. W., Upmanyu, R., Craig, I., Lewis, C. M., Ng, M. & Brewster, S. & 8 others, Preisig, M., Rietschel, M., Jones, L., Knight, J., Rice, J., Muglia, P., Farmer, A. E. & McGuffin, P., 08/2011, In: American Journal of Psychiatry. 168, 8, p. 840-847 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Dynamic monitors of brain function: a new target in neurointensive care unit

    Bosco, E., Marton, E., Feletti, A., Scarpa, B., Longatti, P., Zanatta, P., Giorgi, E. & Sorbara, C., 15/07/2011, In: Critical Care. 15, R170.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  6. Published

    Principal component analysis of acoustic emission signals from landing gear components: an aid to fatigue fracture detection

    Eaton, M. J., Pullin, R., Hensman, J. J., Holford, K. M., Worden, K. & Evans, S. L., 06/2011, In: Strain. 47, SUPPL. 1, p. e588-e594 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Detection of spatial disease clusters with LISA functions

    Moraga, P. & Montes, F., 10/05/2011, In: Statistics in Medicine. 30, 10, p. 1057-1071 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Image fusion by spatially adaptive filtering using downscaling cokriging

    Pardo-Iguzquiza, E., Rodriguez-Galiano, V. F., Chico-Olmo, M. & Atkinson, P. M., 05/2011, In: ISPRS Journal of Photogrammetry and Remote Sensing. 66, 3, p. 337-346 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published

    Using functional annotation for the empirical determination of Bayes Factors for genome-wide association study analysis

    Knight, J., Barnes, M. R., Breen, G. & Weale, M. E., 27/04/2011, In: PLoS ONE. 6, 4, 8 p., e14808.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  10. Published

    A combined spectral and object-based approach to transparent cloud removal in an operational setting for Landsat ETM+

    Watmough, G. R., Atkinson, P. M. & Hutton, C. W., 04/2011, In: International Journal of Applied Earth Observation and Geoinformation. 13, 2, p. 220-227 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  11. Published

    Evaluating a thermal image sharpening model over a mixed agricultural landscape in India

    Jeganathan, C., Hamm, N. A. S., Mukherjee, S., Atkinson, P. M., Raju, P. L. N. & Dadhwal, V. K., 04/2011, In: International Journal of Applied Earth Observation and Geoinformation. 13, 2, p. 178-191 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    A comparison of gauge and radar precipitation data for simulating an extreme hydrological event in the Severn Uplands, UK

    Biggs, E. M. & Atkinson, P. M., 28/02/2011, In: Hydrological Processes. 25, 5, p. 795-810 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Common variants in DGKK are strongly associated with risk of hypospadias

    van der Zanden, L. F. M., van Rooij, I. A. L. M., Feitz, W. F. J., Knight, J., Donders, A. R. T., Renkema, K. Y., Bongers, E. M. H. F., Vermeulen, S. H. H. M., Kiemeney, L. A. L. M., Veltman, J. A., Arias-Vásquez, A., Zhang, X., Markljung, E., Qiao, L., Baskin, L. S., Nordenskjöld, A., Roeleveld, N., Franke, B. & Knoers, N. V. A. M., 01/2011, In: Nature Genetics. 43, 1, p. 48-50 3 p.

    Research output: Contribution to Journal/MagazineLetterpeer-review

  14. Published

    Natural computing for mechanical systems research: a tutorial overview

    Worden, K., Staszewski, W. J. & Hensman, J. J., 01/2011, In: Mechanical Systems and Signal Processing. 25, 1, p. 4-111 108 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. Published

    Detecting mode-shape discontinuities without differentiation: examining a Gaussian process approach

    Hensman, J., Surace, C. & Gherlone, M., 2011, In: Journal of Physics: Conference Series. 305, 1, 012001.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    Digital Labor in Participatory Television

    Fish, A. R., 2011, In: in media res.

    Research output: Contribution to Journal/MagazineComment/debate

  17. Published

    Incorporating spatial variability measures in land-cover classification using random forest

    Rodriguez-Galiano, V. F., Abarca-Hernandez, F., Ghimire, B., Chica-Olmo, M., Atkinson, P. M. & Jeganathan, C., 2011, In: Procedia Environmental Sciences. 3, p. 44-49 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  18. Published

    NEOMiSS: A near-Earth object decision support tool: IAA Planetary Defense Conference

    Norlund, C. C. F., Lewis, H. G., Atkinson, P. M. & Guo, J. Y., 2011, Bucharest

    Research output: Other contribution

  19. Published

    Networks and the epidemiology of infectious disease

    Danon, L., Ford, A., House, T., Jewell, C. P., Keeling, M., Roberts, G., Ross, J. & Vernon, M., 2011, In: Interdisciplinary Perspectives on Infectious Diseases. 2011, 28 p., 284909.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  20. Published

    The exploration-exploitation trade-off in sequential decision making problems

    Sykulski, A., 2011, Imperial College Press.

    Research output: ThesisDoctoral Thesis

  21. 2010
  22. Published

    Mapping phenology of natural vegetation in India using remote sensing derived chlorophyll index

    Jeganathan, C., Dash, J. & Atkinson, P. M., 12/2010, In: International Journal of Remote Sensing. 31, 22, p. 5777-5796 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    A genome-wide association study identifies new psoriasis susceptibility loci and an interaction between HLA-C and ERAP1

    Strange, A., Capon, F., Spencer, C. C. A., Knight, J., Weale, M. E., Allen, M. H., Barton, A., Band, G., Bellenguez, C., Bergboer, J. G. M., Blackwell, J. M., Bramon, E., Bumpstead, S. J., Casas, J. P., Cork, M. J., Corvin, A., Deloukas, P., Dilthey, A., Duncanson, A. & Edkins, S. & 31 others, Estivill, X., Fitzgerald, O., Freeman, C., Giardina, E., Gray, E., Hofer, A., Hüffmeier, U., Hunt, S. E., Irvine, A. D., Jankowski, J., Kirby, B., Langford, C., Lascorz, J., Leman, J., Leslie, S., Mallbris, L., Markus, H. S., Mathew, C. G., McLean, W. H. I., McManus, R., Mössner, R., Moutsianas, L., Naluai, A. T., Nestle, F. O., Novelli, G., Onoufriadis, A., Palmer, C. N. A., Perricone, C., Pirinen, M., Plomin, R. & Genetic Analysis of Psoriasis Consortium & the Wellcome Trust Case Control Consortium 2, 11/2010, In: Nature Genetics. 42, 11, p. 985-990 6 p.

    Research output: Contribution to Journal/MagazineLetterpeer-review

  24. Published

    An investigation of candidate regions for association with bipolar disorder

    Knight, J., Rochberg, N. S., Saccone, S. F., Nurnberger, J. I., Rice, J. P. & NIMH Genetics Initiative Bipolar Disorder Consortium, 5/10/2010, In: American Journal of Medical Genetics Part B: Neuropsychiatric Genetics . 153B, 7, p. 1292-1297 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  25. Published

    The Bipolar Association Case-Control Study (BACCS) and meta-analysis: no association with the 5,10-Methylenetetrahydrofolate reductase gene and bipolar disorder

    Cohen-Woods, S., Craig, I., Gaysina, D., Gray, J., Gunasinghe, C., Craddock, N., Elkin, A., Jones, L., Kennedy, J., King, N., Korszun, A., Knight, J., Owen, M., Parikh, S., Strauss, J., Sterne, A., Tozzi, F., Perry, J., Muglia, P. & Vincent, J. & 2 others, McGuffin, P. & Farmer, A., 5/10/2010, In: American Journal of Medical Genetics Part B: Neuropsychiatric Genetics . 153B, 7, p. 1298-1304 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  26. Published

    Natural selection on EPAS1 (HIF2alpha) associated with low hemoglobin concentration in Tibetan highlanders

    Beall, C. M., Cavalleri, G. L., Deng, L., Elston, R. C., Gao, Y., Knight, J., Li, C., Li, J. C., Liang, Y., McCormack, M., Montgomery, H. E., Pan, H., Robbins, P. A., Shianna, K. V., Tam, S. C., Tsering, N., Veeramah, K. R., Wang, W., Wangdui, P. & Weale, M. E. & 9 others, Xu, Y., Xu, Z., Yang, L., Zaman, M. J., Zeng, C., Zhang, L., Zhang, X., Zhaxi, P. & Zheng, Y. T., 22/06/2010, In: Proceedings of the National Academy of Sciences of the United States of America. 107, 25, p. 11459-11464 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Defects and multistability in eutectic solidification patterns

    Parisi, A. & Plapp, M., 1/05/2010, In: EPL. 90, 2, 26010.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  28. Published

    Role of transverse temperature gradients in the generation of lamellar eutectic solidification patterns

    Perrut, M., Parisi, A., Akamatsu, S., Bottin-Rousseau, S., Faivre, G. & Plapp, M., 03/2010, In: Acta Materialia. 58, 5, p. 1761-1769 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  29. Published

    Software for generating liability distributions for pedigrees conditional on their observed disease states and covariates

    Campbell, D. D., Sham, P. C., Knight, J., Wickham, H. & Landau, S., 02/2010, In: Genetic Epidemiology. 34, 2, p. 159-170 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  30. Published

    Locating acoustic emission sources in complex structures using Gaussian processes

    Hensman, J., Mills, R., Pierce, S. G., Worden, K. & Eaton, M., 01/2010, In: Mechanical Systems and Signal Processing. 24, 1, p. 211-223 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. Published

    Automated planning in repeated adversarial games

    De Cote, E. M., Chapman, A. C., Sykulski, A. M. & Jennings, N. R., 2010, Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence, UAI 2010. p. 376-383 8 p.

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

  32. Published

    Characterizing Steady-State Topologies of SIS Dynamics on Adaptive Networks

    Wieland, S., Aquino, T., Parisi, A. & Nunes, A., 2010, Proceedings of the European Conference on Complex Systems ECCS2010.

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

  33. Published

    EA2: The winning strategy for the inaugural lemonade stand game tournament

    Sykulski, A. M., Chapman, A. C., Munoz De Cote, E. & Jennings, N. R., 2010, Frontiers in Artificial Intelligence and Applications. IOS Press, p. 209-214 6 p. (Frontiers in Artificial Intelligence and Applications; vol. 215).

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

  34. Published

    Geostatistically estimated image noise is a function of variance in the underlying signal

    Asmat, A., Atkinson, P. M. & Foody, G. M., 2010, In: International Journal of Remote Sensing. 31, 4, p. 1009-1025 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    On-line adaptation of exploration in the one-armed bandit with covariates problem

    Sykulski, A. M., Adams, N. M. & Jennings, N. R., 2010, Proceedings - 9th International Conference on Machine Learning and Applications, ICMLA 2010. IEEE, p. 459-464 6 p.

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

  36. Published

    Positioning challenges in reconfigurable semi-autonomous robotic NDE inspection

    Pierce, S. G., Dobie, G., Summan, R., MacKenzie, L., Hensman, J., Worden, K. & Hayward, G., 2010, Proceedings of SPIE - The International Society for Optical Engineering. PART 1 ed. Vol. 7650. 76501C

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

  37. Published

    The robustness of a new CAPTCHA

    El, A. S., Yan, J. & Marshall, L., 2010, Proceedings of the 3rd European Workshop on System Security, EUROSEC'10. New York: ACM, p. 36-41 6 p.

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

  38. 2009
  39. Published

    Spatial predictions of Rhodesian Human African Trypanosomiasis (Sleeping Sickness) prevalence in Kaberamaido and Dokolo, two newly affected districts of Uganda

    Batchelor, N. A., Atkinson, P. M., Gething, P. W., Picozzi, K., Fèvre, E. M., Kakembo, A. S. L. & Welburn, S. C., 15/12/2009, In: PLoS Neglected Tropical Diseases. 3, p. 1-11 11 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  40. Published

    Chapter 3 The GlcNAc-PI de-N-acetylase. Structure, function, and activity

    Urbaniak, M. D. & Ferguson, M. A. J., 1/12/2009, In: Enzymes. 26, C, p. 49-64 16 p.

    Research output: Contribution to Journal/MagazineReview articlepeer-review

  41. Published

    Stochastic fluctuations in the susceptible-infective-recovered model with distributed infectious periods

    Black, A. J., McKane, A. J., Nunes, A. & Parisi, A., 19/08/2009, In: Physical Review E. 80, 2, 9 p., 021922.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    The use of satellite imagery in contact/travel questionnaires

    Lessler, J., Read, J. M., Riley, S. R. & Cummings, D. A. T., 1/06/2009, In: American Journal of Epidemiology. 169, Suppl. 11, p. S59-S59 1 p., 236.

    Research output: Contribution to Journal/MagazineMeeting abstractpeer-review

  43. Published

    Acoustic emission for monitoring aircraft structures

    Holford, K. M., Pullin, R., Evans, S. L., Eaton, M. J., Hensman, J. & Worden, K., 05/2009, In: Proceedings of the Institution of Mechanical Engineers, Part G: Journal of Aerospace Engineering. 223, 5, p. 525-532 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  44. Published

    Depression Case Control (DeCC) study fails to support involvement of the muscarinic acetylcholine receptor M2 (CHRM2) gene in recurrent major depressive disorder

    Cohen-Woods, S., Gaysina, D., Craddock, N., Farmer, A., Gray, J., Gunasinghe, C., Hoda, F., Jones, L., Knight, J., Korszun, A., Owen, M. J., Sterne, A., Craig, I. W. & McGuffin, P., 15/04/2009, In: Human Molecular Genetics. 18, 8, p. 1504-1509 6 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  45. Published

    A comparison of association statistics between pooled and individual genotypes

    Knight, J., Saccone, S. F., Zhang, Z., Ballinger, D. G. & Rice, J. P., 03/2009, In: Human Heredity. 67, 4, p. 219-225 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  46. Published

    Epidemic prediction and control in weighted networks

    Eames, K. T. D., Read, J. M. & Edmunds, W. J., 03/2009, In: Epidemics. 1, 1, p. 70-76 7 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Detecting and identifying artificial acoustic emission signals in an industrial fatigue environment

    Hensman, J., Pullin, R., Eaton, M., Worden, K., Holford, K. M. & Evans, S. L., 10/02/2009, In: Measurement Science and Technology. 20, 4, 10 p., 045101.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  48. Published

    Variants of the elongator protein 3 (ELP3) gene are associated with motor neuron degeneration

    Simpson, C. L., Lemmens, R., Miskiewicz, K., Broom, W. J., Hansen, V. K., van Vught, P. W. J., Landers, J. E., Sapp, P., Van Den Bosch, L., Knight, J., Neale, B. M., Turner, M. R., Veldink, J. H., Ophoff, R. A., Tripathi, V. B., Beleza, A., Shah, M. N., Proitsi, P., Van Hoecke, A. & Carmeliet, P. & 10 others, Horvitz, H. R., Leigh, P. N., Shaw, C. E., van den Berg, L. H., Sham, P. C., Powell, J. F., Verstreken, P., Brown, R. H., Robberecht, W. & Al-Chalabi, A., 1/02/2009, In: Human Molecular Genetics. 18, 3, p. 472-481 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    Evaluation of the Chief Nursing Officer's Review of Mental Health Nursing in England

    Callahan, P., Repper, J., Lovell, K., Playle, J., Baker, J., Clifton, A., Shaw, T., Stacey, G., Nelson, P., Minshull, S., Swarbrick, C., Schneider, J. & Watkins, M., 2009, University of Nottingham.

    Research output: Book/Report/ProceedingsOther report

  50. Published

    Frequency domain estimation of integrated volatility for Ito processes in the presence of market-microstructure noise

    Olhede, S. C., Sykulski, A. M. & Pavliotis, G. A., 2009, In: Multiscale Modeling and Simulation. 8, 2, p. 393-427 35 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  51. Published

    Issues of uncertainty in super-resolution mapping and their implications for the design of an inter-comparison study

    Atkinson, P. M., 2009, In: International Journal of Remote Sensing. 30, 20, p. 5293-5308 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  52. Published

    Mapping percentage tree cover from Envisat MERIS data using linear and nonlinear techniques

    Berberoglu, S., Satir, O. & Atkinson, P. M., 2009, In: International Journal of Remote Sensing. 30, 18, p. 4747-4766 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  53. Published

    Modelling the extreme hydrological event of summer 2007 in the Severn Uplands from gauge and radar rainfall sources

    Biggs, E. M., Atkinson, P. M. & De Roure, D. C., 2009, Hydrological Extremes in Small Basins: 12th Biennial International Conference of the Euromediterranean Network of Experimental and Representative Basins (ERB). Paris: UNESCO/IHP, p. 1-8 8 p.

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

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