Issue 1-2/2017
Conformal and Probabilistic Prediction with Applications
Content (13 Articles)
Foreword to this special issue: conformal and probabilistic prediction with applications
Alexander Gammerman, Vladimir Vovk
Open Access
Criteria of efficiency for set-valued classification
Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova, Ivan Petej, Alex Gammerman
Open Access
Conformal decision-tree approach to instance transfer
S. Zhou, E. N. Smirnov, G. Schoenmakers, R. Peeters
Open Access
Conformal prediction of biological activity of chemical compounds
Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman
Open Access
Accelerating difficulty estimation for conformal regression forests
Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson
Current application of conformal prediction in drug discovery
Ernst Ahlberg, Oscar Hammar, Claus Bendtsen, Lars Carlsson
Improving machine learning in early drug discovery
Claus Bendtsen, Andrea Degasperi, Ernst Ahlberg, Lars Carlsson
Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions
Evgeny Burnaev, Ivan Panin, Bruno Sudret