Maria Prapopoulou

Publication Activity (10 Years)

Years Active: 2008-2015
Publications (10 Years): 0

Top Topics

Bayesian Framework

Relevance Vector Machine

Hyperparameters

Gaussian Process

Top Venues

Publications

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)
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)
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) (2011)
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)
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)
Yi Sun, Gary P. Moss, Maria Prapopoulou, Rod Adams, Marc B. Brown, Neil Davey
Prediction of Skin Penetration Using Machine Learning Methods. ICDM (2008)