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2010 – 2019
- 2015
[c5]Parivash Ashrafi, Yi Sun, Neil Davey, Rod Adams, Marc B. Brown
, Maria Prapopoulou, Gary P. Moss:
The importance of hyperparameters selection within small datasets. IJCNN 2015: 1-8- 2012
- [j4]Yi Sun, Rod Adams, Neil Davey, Gary P. Moss, Maria Prapopopolou, Marc B. Brown, Gary P. Martin, Simon C. Wilkinson:
The application of Gaussian processes in the predictions of permeability across mammalian and polydimethylsiloxane membranes. Artif. Intell. Res. 1(2): 86-98 (2012) - [j3]Jogoth Ali, Patrick Camilleri, Marc B. Brown, Andrew J. Hutt, Stewart B. Kirton:
Revisiting the General Solubility Equation: In Silico Prediction of Aqueous Solubility Incorporating the Effect of Topographical Polar Surface Area. J. Chem. Inf. Model. 52(2): 420-428 (2012) - [j2]Jogoth Ali, Patrick Camilleri, Marc B. Brown, Andrew J. Hutt, Stewart B. Kirton:
In Silico Prediction of Aqueous Solubility Using Simple QSPR Models: The Importance of Phenol and Phenol-like Moieties. J. Chem. Inf. Model. 52(11): 2950-2957 (2012) - [c4]Yi Sun, Marc B. Brown, Maria Prapopoulou, Rod Adams, Neil Davey, Gary P. Moss:
The Application of Gaussian Processes in the Predictions of Permeability across Mammalian Membranes. ICANN (2) 2012: 507-514 - 2011
- [j1]Yi Sun, Marc B. Brown, Maria Prapopoulou, Neil Davey, Rod Adams, Gary P. Moss:
The application of stochastic machine learning methods in the prediction of skin penetration. Appl. Soft Comput. 11(2): 2367-2375 (2011) - 2010
- [c3]Yi Sun, Gary P. Moss, Maria Prapopoulou, Rod Adams, Marc B. Brown, Neil Davey:
The Application of Gaussian Processes in the Prediction of Percutaneous Absorption for Mammalian and Synthetic Membranes. ESANN 2010 - [c2]Yi Sun, Lun Tak Lam, Gary P. Moss, Maria Prapopoulou, Rod Adams, Neil Davey, David Gray, Marc B. Brown:
Predicting drug absorption rates through human skin. IJCNN 2010: 1-5
2000 – 2009
- 2008
- [c1]Yi Sun, Gary P. Moss, Maria Prapopoulou, Rod Adams, Marc B. Brown, Neil Davey:
Prediction of Skin Penetration Using Machine Learning Methods. ICDM 2008: 1049-1054
Coauthor Index
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