Prediction of Skin Penetration Using Machine Learning Methods. - Yi Sun 001; Gary P. Moss; Maria Prapopoulou; Rod Adams; Marc B. Brown; Neil Davey (ICDM, 2008)

The Application of Gaussian Processes in the Prediction of Percutaneous Absorption for Mammalian and Synthetic Membranes. - Yi Sun 001; Gary P. Moss; Maria Prapopoulou; Rod Adams; Marc B. Brown; Neil Davey (ESANN, 2010)

Predicting drug absorption rates through human skin. - Yi Sun 001; Lun Tak Lam; Gary P. Moss; Maria Prapopoulou; Rod Adams; Neil Davey; David Gray; Marc B. Brown (IJCNN, 2010)

The application of stochastic machine learning methods in the prediction of skin penetration. - Yi Sun 001; Marc B. Brown; Maria Prapopoulou; Neil Davey; Rod Adams; Gary P. Moss (Appl. Soft Comput., 2011)

The Application of Gaussian Processes in the Predictions of Permeability across Mammalian Membranes. - Yi Sun 001; Marc B. Brown; Maria Prapopoulou; Rod Adams; Neil Davey; Gary P. Moss (ICANN (2), 2012)

The application of Gaussian processes in the predictions of permeability across mammalian and polydimethylsiloxane membranes. - Yi Sun 001; Rod Adams; Neil Davey; Gary P. Moss; Maria Prapopopolou; Marc B. Brown; Gary P. Martin; Simon C. Wilkinson (Artif. Intell. Res., 2012)

Revisiting the General Solubility Equation: In Silico Prediction of Aqueous Solubility Incorporating the Effect of Topographical Polar Surface Area. - Jogoth Ali; Patrick Camilleri; Marc B. Brown; Andrew J. Hutt; Stewart B. Kirton (J. Chem. Inf. Model., 2012)

In Silico Prediction of Aqueous Solubility Using Simple QSPR Models: The Importance of Phenol and Phenol-like Moieties. - Jogoth Ali; Patrick Camilleri; Marc B. Brown; Andrew J. Hutt; Stewart B. Kirton (J. Chem. Inf. Model., 2012)

The importance of hyperparameters selection within small datasets. - Parivash Ashrafi; Yi Sun 001; Neil Davey; Rod Adams; Marc B. Brown; Maria Prapopoulou; Gary P. Moss (IJCNN, 2015)