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ORCIDCOPA 2016: Madrid, Spain
- Alexander Gammerman
, Zhiyuan Luo, Jesús Vega, Vladimir Vovk:
Conformal and Probabilistic Prediction with Applications - 5th International Symposium, COPA 2016, Madrid, Spain, April 20-22, 2016, Proceedings. Lecture Notes in Computer Science 9653, Springer 2016, ISBN 978-3-319-33394-6
Invited Paper
- Vladimir Vapnik, Rauf Izmailov:
Learning with Intelligent Teacher. 3-19
Theory of Conformal Prediction
- Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman:
Criteria of Efficiency for Conformal Prediction. 23-39 - Vladimir Vovk, Dusko Pavlovic:
Universal Probability-Free Conformal Prediction. 40-47
Applications of Conformal Prediction
- Paolo Toccaceli, Ilia Nouretdinov, Alexander Gammerman:
Conformal Predictors for Compound Activity Prediction. 51-66 - Raúl Moreno, Jesús Vega, Sebastián Dormido:
Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenario. 67-74 - Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Johansson:
Evaluation of a Variance-Based Nonconformity Measure for Regression Forests. 75-89 - Antonis Lambrou, Harris Papadopoulos:
Binary Relevance Multi-label Conformal Predictor. 90-104 - Andrea Murari, Saeed Talebzadeh, Jesús Vega, Emmanuele Peluso, Michela Gelfusa, Michele Lungaroni, Pasqualino Gaudio:
A Metric to Improve the Robustness of Conformal Predictors in the Presence of Error Bars. 105-115 - Shuang Zhou, Evgueni N. Smirnov, Gijs Schoenmakers, Ralf Peeters:
Decision Trees for Instance Transfer. 116-127 - Giovanni Cherubin, Ilia Nouretdinov:
Hidden Markov Models with Confidence. 128-144
Machine Learning
- Alexey Zaytsev:
Variable Fidelity Regression Using Low Fidelity Function Blackbox and Sparsification. 147-164 - Evgeny Burnaev, Ivan Panin, Bruno Sudret:
Effective Design for Sobol Indices Estimation Based on Polynomial Chaos Expansions. 165-184 - Shima Ghassem Pour, Federico Girosi:
Joint Prediction of Chronic Conditions Onset: Comparing Multivariate Probits with Multiclass Support Vector Machines. 185-195 - A. V. Moldavskaya, V. M. Ruvinskaya, E. L. Berkovich:
Method of Learning Malware Behavior Scripts by Sequential Pattern Mining. 196-207 - Alexander P. Kuleshov, Alexander V. Bernstein:
Extended Regression on Manifolds Estimation. 208-228
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