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ORCIDAnnals of Mathematics and Artificial Intelligence, Volume 81
Volume 81, Numbers 1-2, October 2017
- Alexander Gammerman, Vladimir Vovk
:
Foreword to this special issue: conformal and probabilistic prediction with applications. 1-2
- Vladimir Vapnik, Rauf Izmailov:
Knowledge transfer in SVM and neural networks. 3-19 - Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova, Ivan Petej, Alex Gammerman:
Criteria of efficiency for set-valued classification. 21-46 - Vladimir Vovk, Dusko Pavlovic:
Universal probability-free prediction. 47-70 - Anthony Bellotti:
Reliable region predictions for automated valuation models. 71-84 - Shuang Zhou, Evgueni N. Smirnov, Gijs Schoenmakers, Ralf Peeters:
Conformal decision-tree approach to instance transfer. 85-104 - Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman:
Conformal prediction of biological activity of chemical compounds. 105-123 - Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson:
Accelerating difficulty estimation for conformal regression forests. 125-144 - Ernst Ahlberg, Oscar Hammar, Claus Bendtsen, Lars Carlsson:
Current application of conformal prediction in drug discovery - Two useful applications. 145-154 - Claus Bendtsen, Andrea Degasperi, Ernst Ahlberg, Lars Carlsson:
Improving machine learning in early drug discovery. 155-166 - Alexey Zaytsev, Evgeny Burnaev:
Large scale variable fidelity surrogate modeling. 167-186 - Evgeny Burnaev, Ivan Panin, Bruno Sudret:
Efficient design of experiments for sensitivity analysis based on polynomial chaos expansions. 187-207 - Alexander P. Kuleshov, Alexander Bernstein:
Nonlinear multi-output regression on unknown input manifold. 209-240
Volume 81, Numbers 3-4, December 2017
- Shufeng Kong, Sanjiang Li, Yongming Li, Zhiguo Long:
On tree-preserving constraints. 241-271 - Manuele Leonelli, Eva Riccomagno, Jim Q. Smith:
A symbolic algebra for the computation of expected utilities in multiplicative influence diagrams. 273-313 - Craig E. Larson, Nicolas Van Cleemput:
Automated conjecturing III - Property-relations conjectures. 315-327 - Pavel Surynek:
Time-expanded graph-based propositional encodings for makespan-optimal solving of cooperative path finding problems. 329-375 - Hiromi Narimatsu, Hiroyuki Kasai:
State duration and interval modeling in hidden semi-Markov model for sequential data analysis. 377-403 - Ignacio Montes, Sébastien Destercke:
On extreme points of p-boxes and belief functions. 405-428 - Olivier Caelen:
A Bayesian interpretation of the confusion matrix. 429-450
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