Marc B. Brown

Orcid: 0000-0001-8327-2252

According to our database1, Marc B. Brown authored at least 9 papers between 2008 and 2015.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2015
The importance of hyperparameters selection within small datasets.
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.
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.
J. Chem. Inf. Model., 2012

The application of Gaussian processes in the predictions of permeability across mammalian and polydimethylsiloxane membranes.
Artif. Intell. Res., 2012

The Application of Gaussian Processes in the Predictions of Permeability across Mammalian Membranes.
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.
Appl. Soft Comput., 2011

2010
Predicting drug absorption rates through human skin.
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.
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

2008
Prediction of Skin Penetration Using Machine Learning Methods.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008


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