Now showing items 1-2 of 2

    • The application of Gaussian processes in the prediction of percutaneous absorption 

      Moss, Gary P.; Sun, Yi; Prapopoulou, Maria; Davey, N.; Adams, Roderick; Pugh, W. John; Brown, Marc (2009-09)
      Objectives The aim was to assess mathematically the nature of a skin permeability dataset and to determine the utility of Gaussian processes in developing a predictive model for skin permeability, comparing it with existing ...
    • The importance of hyperparameters selection within small datasets 

      Ashrafi, Parivash; Sun, Yi; Davey, Neil; Adams, Roderick; Brown, Marc; Prapopoulou, Maria; Moss, Gary (IEEE, 2015-10-01)
      Gaussian Process is a Machine Learning technique that has been applied to the analysis of percutaneous absorption of chemicals through human skin. The normal, automatic method of setting the hyperparameters associated with ...