Nicolas Sutton-Charani
Nicolas Sutton-Charani
IMT Mines-Alès
Verified email at mines-ales.fr - Homepage
TitleCited byYear
Learning decision trees from uncertain data with an evidential EM approach
N Sutton-Charani, S Destercke, T Denoeux
2013 12th International Conference on Machine Learning and Applications 1 …, 2013
192013
Classification trees based on belief functions
N Sutton-Charani, S Destercke, T Denœux
Belief Functions: Theory and Applications, 77-84, 2012
142012
Training and Evaluating Classifiers from Evidential Data: Application to E2M Decision Tree Pruning
N Sutton-Charani, S Destercke, T Denœux
International Conference on Belief Functions, 87-94, 2014
52014
Application of E2M Decision Trees to Rubber Quality Prediction
N Sutton-Charani, S Destercke, T Denoeux
International Conference on Information Processing and Management of …, 2014
22014
Evidential Bagging: Combining Heterogeneous Classifiers in the Belief Functions Framework
N Sutton-Charani, A Imoussaten, S Harispe, J Montmain
International Conference on Information Processing and Management of …, 2018
12018
Modélisation incertaine à partir de mesures non-reproductibles. Application à la comparaison de pression exercée par des matelas
C Neverov, C Khnifass, P Beye, N Sutton-Charani, A Imoussaten, ...
2019
Correction bayésienne de prédictions issues d'arbres de décision et évaluation crédibiliste
N Sutton-Charani
2019
Ajustement bayesien des mesures de similarité entre utilisateurs pour améliorer les recommandations basées sur un filtrage collaboratif
Y Du, S Ranwez, N Sutton-Charani, V Ranwez
2019
Apports des ontologies aux systèmes de recommandation: état de l'art et perspectives
Y Du, S Ranwez, N Sutton-Charani, V Ranwez
2019
EBCR: Empirical Bayes Concordance Rate to weight similarity measurement within collaborative filtering recommendations
Y Du, N Sutton-Charani, S Ranwez, V Ranwez
Advances on cognitive automation at LGI2P/Ecole des Mines d'Alès Doctoral …, 2019
2019
Consideration of uncertainty during data acquisition and processing chain on sensory data
CC Leroy, R Symoneaux, N Sutton-Charani, J Montmain
2015
Training and evaluating classifiers from evidential data: application to E2M tree pruning
N Sutton-Charani, S Destercke, T Denoeux
2014
Apprentissage à partir de données et de connaissances incertaines: application à la prédiction de la qualité du caoutchouc
N Sutton-Charani
2014
Arbres de classification construits à partir de fonctions de croyance
N Sutton-Charani, S Destercke, T Denoeux
2012
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Articles 1–14