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Browsing by Author "Moss, G. P."
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The application of Gaussian processes in the prediction of absorption across mammalian skin and synthetic membranes
Sun, Y.; Prapopoulou, M.; Adams, R.; Davey, N.; Moss, G. P.; Brown, Marc (2010-06) -
The application of machine learning to the modelling of percutaneous absorption: An overview and guide
Ashrafi, P.; Moss, G. P.; Wilkinson, S. C.; Davey, N.; Sun, Yi (2015-03-18)Machine learning (ML) methods have been applied to the analysis of a range of biological systems. This paper reviews the application of these methods to the problem domain of skin permeability and addresses critically some ... -
The application of stochastic machine learning methods in the prediction of skin penetration
Sun, Y.; Brown, Marc; Prapopoulou, M.; Davey, N.; Adams, R. G.; Moss, G. P. (2011-03)Improving predictions of skin permeability is a significant problem for which mathematical solutions have been sought for around twenty years. However, the current approaches are limited by the nature of the models chosen ...