Abstract : The paper considers a conformal prediction method for bounded regression task. A predictor was based on the Defensive Forecast algorithm and has been applied for a medical prognostic problem. These empirical results are compared and discussed.
Type de document :
Communication dans un congrès
Harris Papadopoulos; Andreas S. Andreou; Lazaros Iliadis; Ilias Maglogiannis. 9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. Springer, IFIP Advances in Information and Communication Technology, AICT-412, pp.384-393, 2013, Artificial Intelligence Applications and Innovations. 〈10.1007/978-3-642-41142-7_39〉
https://hal.inria.fr/hal-01459633
Contributeur : Hal Ifip
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Soumis le : mardi 7 février 2017 - 13:05:47
Dernière modification le : vendredi 1 décembre 2017 - 01:16:34
Document(s) archivé(s) le : lundi 8 mai 2017 - 14:03:48
Ilia Nouretdinov, Alexander Lebedev. Defensive Forecast for Conformal Bounded Regression. Harris Papadopoulos; Andreas S. Andreou; Lazaros Iliadis; Ilias Maglogiannis. 9th Artificial Intelligence Applications and Innovations (AIAI), Sep 2013, Paphos, Greece. Springer, IFIP Advances in Information and Communication Technology, AICT-412, pp.384-393, 2013, Artificial Intelligence Applications and Innovations. 〈10.1007/978-3-642-41142-7_39〉. 〈hal-01459633〉
