Volume 81, Issue 1-2

Search all Annals of Mathematics and Artificial Intelligence articles

October 2017

Conformal and Probabilistic Prediction with Applications

Issue Editors:

Alexander Gammerman,
Vladimir Vovk

13 articles in this issue

Foreword to this special issue: conformal and probabilistic prediction with applications
Alexander Gammerman
Vladimir Vovk
EditorialNotes 08 July 2017 Pages: 1 - 2
Knowledge transfer in SVM and neural networks
Vladimir Vapnik
Rauf Izmailov
OriginalPaper 20 February 2017 Pages: 3 - 19
Criteria of efficiency for set-valued classification
Vladimir Vovk
Ilia Nouretdinov
Alex Gammerman
OriginalPaper Open access 14 March 2017 Pages: 21 - 46
Universal probability-free prediction
Vladimir Vovk
Dusko Pavlovic
OriginalPaper Open access 19 April 2017 Pages: 47 - 70
Reliable region predictions for automated valuation models
Anthony Bellotti
OriginalPaper Open access 19 January 2017 Pages: 71 - 84
Conformal decision-tree approach to instance transfer
S. Zhou
E. N. Smirnov
R. Peeters
OriginalPaper Open access 17 June 2017 Pages: 85 - 104
Conformal prediction of biological activity of chemical compounds
Paolo Toccaceli
Ilia Nouretdinov
Alexander Gammerman
OriginalPaper Open access 16 June 2017 Pages: 105 - 123
Accelerating difficulty estimation for conformal regression forests
Henrik Boström
Henrik Linusson
Ulf Johansson
OriginalPaper Open access 01 March 2017 Pages: 125 - 144
Current application of conformal prediction in drug discovery
Ernst Ahlberg
Oscar Hammar
Lars Carlsson
OriginalPaper 28 April 2017 Pages: 145 - 154
Improving machine learning in early drug discovery
Claus Bendtsen
Andrea Degasperi
Lars Carlsson
OriginalPaper 18 March 2017 Pages: 155 - 166
Large scale variable fidelity surrogate modeling
A. Zaytsev
E. Burnaev
OriginalPaper 05 April 2017 Pages: 167 - 186
Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions
Evgeny Burnaev
Ivan Panin
Bruno Sudret
OriginalPaper 30 March 2017 Pages: 187 - 207
Nonlinear multi-output regression on unknown input manifold
Alexander Kuleshov
Alexander Bernstein
OriginalPaper 16 May 2017 Pages: 209 - 240

Volume 81, Issue 1-2

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