Biography

Dr. Christian Dawson
Department of Computer Science
Loughborough University, UK

Email: c.w.dawson1@lboro.ac.uk

Qualifications
1994  PhD, Loughborough University, UK
1990  BSc, Loughborough University, UK

Publications (Selected)

  1. Dawson, C (2020) Sensitivity Analysis of Radial Basis Function Networks for River Stage Forecasting, Journal of Software Engineering and Applications, 13(12), pp.327-347, ISSN: 1945-3116.
  2. Dawson, C and Saad, A (2018) Requirement elicitaton techniques for an improved case based lesson planning system, Journal of Systems and Information Technology, ISSN: 1328-7265.
  3. Humphrey, GB, Maier, HR, Wu, W, Mount, NJ, Dandy, GC, Abrahart, RJ, Dawson, C (2017) Improved validation framework and R-package for artificial neural network models, Environmental Modelling and Software, 92, pp.82-106, ISSN: 1364-8152.
  4. Saad, A, Chung, PWH, Dawson, CW (2014) Effectiveness of a case-based system in lesson planning, Journal of Computer Assisted Learning, 30(5), pp.408-424, ISSN: 0266-4909.
  5. Dawson, CW and Dawson, RJ (2014) Software Development Process Models: A Technique for Evaluation and Decision-Making, Knowledge and Process Management (Print Edition): the journal of corporate transformation, 21(1), pp.42-53.
  6. Dawson, CW, Mount, NJ, Abrahart, RJ, Louis, J (2014) Sensitivity analysis for comparison, validation and physical legitimacy of neural network-based hydrological models, Journal of Hydroinformatics, 16(2), pp.1-18.
  7. Saad, A, Chung, PWH, Dawson, CW (2014) Effectiveness of a case-based system in lesson planning, Journal of Computer Assisted Learning, ISSN: 0266-4909.
  8. Wilby, R, Dawson, C, Murphy, C, O'Connor, P, Hawkins, E (2014) The Statistical Downscaling Model - Decision Centric (SDSM-DC): conceptual basis and applications, CLIMATE RESEARCH, 61(3), pp.259-276, ISSN: 0936-577X.
  9. Mount, NJ, Dawson, CW, Abrahart, RJ (2013) Legitimising data-driven models: Exemplification of a new data-driven mechanistic modelling framework, Hydrology and Earth System Sciences, 17(7), pp.2827-2843, ISSN: 1027-5606.
  10. Wilby, RL and Dawson, CW (2013) The statistical downscaling model: Insights from one decade of application, International Journal of Climatology, 33(7), pp.1707-1719, ISSN: 0899-8418.
  11. Mount, NJ, Abrahart, RJ, Dawson, CW, Ab Ghani, N (2012) The need for operational reasoning in data-driven rating curve prediction of suspended sediment, Hydrological Processes, 26(26), pp.3982-4000, ISSN: 0885-6087..
  12. Abrahart, RJ, Anctil, F, Coulibaly, P, Dawson, CW, Mount, NJ, See, LM, Shamseldin, AY, Toth, DP, Wilby, RL (2012) Two decades of anarchy? Emerging themes and outstanding challenges for neural network modelling of surface hydrology, Progress in Physical Geography, 36(4), pp.480-513.
  13. Dawson, CW, Mount, NJ, Abrahart, RJ, Shamseldin, AY (2012) Ideal Point Error for Model Assessment in data-driven river flow forecasting, Hydrology and Earth System Sciences, 16(8), pp.3049-3060.
  14. Shubati, A, Dawson, CW, Dawson, RJ (2011) Artefact generation in second life with case-based reasoning, Software Quality Journal, 19(2), pp.431-446, ISSN: 0963-9314.
  15. Abrahart, RJ, Mount, NJ, Ab Ghani, N, Clifford, NJ, Dawson, CW (2011) DAMP: A protocol for contextualising goodness-of-fit statistics in sediment-discharge data-driven modelling, Journal of Hydrology, 409, pp.596-611.
  16. Dominguez, E, Dawson, CW, Ramirez, A, Abrahart, RJ (2011) The search for orthogonal hydrological modelling metrics: a case study of 20 monitoring stations in Colombia, JOURNAL OF HYDROINFORMATICS, 13(3), pp.429-442, ISSN: 1464-7141.
  17. Abrahart, RJ, Mount, NJ, Ab Ghani, N, Clifford, NJ, Dawson, CW (2011) DAMP: A protocol for contextualising goodness-of-fit statistics in sediment-discharge data-driven modelling, Journal of Hydrology, ISSN: 0022-1694.
  18. Dawson, CW, Abrahart, RJ, See, LM (2010) HydroTest: further development of a web resource for the standardised assessment of hydrological models, Environmental Modelling & Software, 25, pp.1481-1482, ISSN: 1364-8152.
  19. Abrahart, RJ, Dawson, CW, See, LM, Mount, NJ, Shamseldin, AY (2010) Discussion of a Evapotranspiration modelling using support vector machines, Hydrological Sciences Journal, 55(8), pp.1442-1450.
  20. Abrahart, RJ, Dawson, CW, See, LM, Mount, NJ, Shamseldin, AY (2010) Discussion of "Evapotranspiration modelling using support vector machines", Hydrological Sciences Journal, 55(8), pp.1442-1450, ISSN: 0262-6667.
  21. Madden, M, Chung, PWH, Dawson, CW (2009) Cartoons beyond clipart: A computer tool for storyboarding and storywriting, Computers & Education, 52(1), pp.188-200, ISSN: 0360-1315.



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