Marc B. Brown

According to our database, Marc B. Brown authored at least 9 papers between 2008 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

The importance of hyperparameters selection within small datasets.

Parivash Ashrafi, Yi Sun, Neil Davey, Rod Adams, Marc B. Brown, Maria Prapopoulou, Gary P. Moss

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2012

<i>In Silico</i> 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

Revisiting the General Solubility Equation: <i>In Silico</i> 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

The application of Gaussian processes in the predictions of permeability across mammalian and polydimethylsiloxane membranes.

Yi Sun, Rod Adams, Neil Davey, Gary P. Moss, Maria Prapopopolou, Marc B. Brown, Gary P. Martin, Simon C. Wilkinson

Artif. Intell. Res., 2012

The Application of Gaussian Processes in the Predictions of Permeability across Mammalian Membranes.

Yi Sun, Marc B. Brown, Maria Prapopoulou, Rod Adams, Neil Davey, Gary P. Moss

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

The application of stochastic machine learning methods in the prediction of skin penetration.

Yi Sun, Marc B. Brown, Maria Prapopoulou, Neil Davey, Rod Adams, Gary P. Moss

Appl. Soft Comput., 2011

2010

Predicting drug absorption rates through human skin.

Yi Sun, Lun Tak Lam, Gary P. Moss, Maria Prapopoulou, Rod Adams, Neil Davey, David Gray, Marc B. Brown

Proceedings of the International Joint Conference on Neural Networks, 2010

The Application of Gaussian Processes in the Prediction of Percutaneous Absorption for Mammalian and Synthetic Membranes.

Yi Sun, Gary P. Moss, Maria Prapopoulou, Rod Adams, Marc B. Brown, Neil Davey

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2008

Prediction of Skin Penetration Using Machine Learning Methods.

Yi Sun, Gary P. Moss, Maria Prapopoulou, Rod Adams, Marc B. Brown, Neil Davey

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008