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nicolas sutton-charani

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Publications

Predictive modeling of the ratings of perceived exertion during training and competition in professional soccer players

Emmanuel Vallance , Nicolas Sutton-Charani , Patrice Guyot , S. Perrey
Journal of Science and Medicine in Sport, 2023, 26 (6), pp.322-327. ⟨10.1016/j.jsams.2023.05.001⟩
Journal articles hal-04136339v1
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Uncertain imputation for time-series forecasting: Application to COVID-19 daily mortality prediction

Rayane Elimam , Nicolas Sutton-Charani , Stéphane Perrey , Jacky Montmain
PLOS Digital Health, 2022, 1 (10), pp.e0000115. ⟨10.1371/journal.pdig.0000115⟩
Journal articles hal-03830607v1
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Post-hoc recommendation explanations through an efficient exploitation of the DBpedia category hierarchy

Yu Du , Sylvie Ranwez , Nicolas Sutton-Charani , Vincent Ranwez
Knowledge-Based Systems, 2022, 245, ⟨10.1016/j.knosys.2022.108560⟩
Journal articles hal-03623354v1
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EBCR: Empirical Bayes concordance ratio method to improve similarity measurement in memory-based collaborative filtering

Yu Du , Nicolas Sutton-Charani , Sylvie Ranwez , Vincent Ranwez
PLoS ONE, 2021, pp.1-19. ⟨10.1371/journal.pone.0255929⟩
Journal articles hal-03319825v1
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Thickness Measurement by Model-Based Exhaustive Analysis in Far-Infrared

Morgan Fouque , Nicolas Sutton-Charani , Olivier Strauss
Infrared Physics and Technology, 2021, 116, pp.103742. ⟨10.1016/j.infrared.2021.103742⟩
Journal articles hal-03203750v1
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Is diversity optimization always suitable? Toward a better understanding of diversity within recommendation approaches

Yu Du , Sylvie Ranwez , Nicolas Sutton-Charani , Vincent Ranwez
Information Processing and Management, 2021, 58 (6), ⟨10.1016/j.ipm.2021.102721⟩
Journal articles hal-03335198v1
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Combining Internal- and External-Training-Loads to Predict Non-Contact Injuries in Soccer

Emmanuel Vallance , Nicolas Sutton-Charani , Abdelhak Imoussaten , Jacky Montmain , Stéphane Perrey
Applied Sciences, 2020, 10 (15), pp.5261. ⟨10.3390/app10155261⟩
Journal articles hal-02913576v1

Evidential Filtering and Spatio-Temporal Gradient for Micro-movements Analysis in the Context of Bedsores Prevention

Nicolas Sutton-Charani , Francis Faux , Didier Delignières , Willy Fagard , Arnaud Dupeyron
BELIEF 2022 - 7th International Conference on Belief Functions, Oct 2022, Paris, France. pp.297-306, ⟨10.1007/978-3-031-17801-6_28⟩
Conference papers hal-03800992v1

Can we predict the internal load (perceived exertion) from the external load (GPS) with machine learning?

Emmanuel Vallance , Nicolas Sutton-Charani , Patrice Guyot , S. Perrey
ACAPS 2021 - 19ème congrès international des chercheurs en Activités Physiques et Sportives, Oct 2021, Montpellier, France
Conference papers hal-03443310v1

Daily life monitoring post stroke: accelerometric references in healthy

Alice Bourdon , Charlotte Quellec , Emma Lacaille , Nicolas Sutton-Charani , Karima Bakhti
ACAPS 2021 - 19ème congrès international des chercheurs en Activités Physiques et Sportives, Oct 2021, Montpellier, France
Conference papers hal-03443323v1
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The AffectMove Challenge: some machine learning approaches

Gérard Dray , Pierre-Antoine Jean , Yann Maheu , Jacky Montmain , Nicolas Sutton-Charani
ACIIW 2021 - 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, Sep 2021, Nara, Japan. pp.01-05, ⟨10.1109/ACIIW52867.2021.9666318⟩
Conference papers hal-03531261v2
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Imputation crédibiliste pour la prédiction de charge interne de joueurs de football

Rayane Elimam , Nicolas Sutton-Charani , Jacky Montmain , S. Perrey
LFA’2020 - 29èmes Rencontres Francophones sur la Logique Floue et ses Applications, Oct 2020, Sète, France
Conference papers hal-02969311v1

Bayesian Smoothing of Decision Tree Soft Predictions and Evidential Evaluation

Nicolas Sutton-Charani
IPMU 2020 - Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jun 2020, Lisbonne, Portugal. pp.368-381, ⟨10.1007/978-3-030-50143-3_28⟩
Conference papers hal-02872165v1
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Classification de phrases courtes : des approches non-supervisées aux approches faiblement supervisées

Kaoutar Ghazi , Sébastien Marchal , Andon Tchechmedjiev , Pierre-Antoine Jean , Nicolas Sutton-Charani
EGC 2020 - Extraction et Gestion des Connaissances (TextMine - Atelier sur la fouille de textes), Jan 2020, Bruxelles, Belgique
Conference papers hal-02884204v1
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On the evaluation of retrofitting for supervised short-text classification

Kaoutar Ghazi , Andon Tchechmedjiev , Sébastien Harispe , Nicolas Sutton-Charani , Tagny Gildas
1st International Workshop DeepOntoNLP: Deep Learning meets Ontologies and Natural Language Processing, Sep 2020, Virtual & Bozen-Bolzano, Italy
Conference papers hal-02986853v1
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Modélisation incertaine à partir de mesures non-reproductibles. Application à la comparaison de pression exercée par des matelas

Cyprien Neverov , Chihab Khnifass , Papa Beye , Nicolas Sutton-Charani , Abdelhak Imoussaten
LFA 2019 - 28ème Rencontres Francophones sur la Logique Floue et ses Applications, Nov 2019, Alès, France
Conference papers hal-02294372v1

Ajustement bayesien des mesures de similarité entre utilisateurs pour améliorer les recommandations basées sur un filtrage collaboratif

Yu Du , Sylvie Ranwez , Nicolas Sutton-Charani , Vincent Ranwez
LFA 2019, IMT Mines Alès, Nov 2019, Alès, France
Conference papers hal-02293232v1
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Apports des ontologies aux systèmes de recommandation : état de l'art et perspectives

Yu Du , Sylvie Ranwez , Nicolas Sutton-Charani , Vincent Ranwez
30es Journées Francophones d'Ingénierie des Connaissances, IC 2019, AFIA, Jul 2019, Toulouse, France. pp.64-77
Conference papers hal-02329644v1
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Correction bayésienne de prédictions issues d'arbres de décision et évaluation crédibiliste

Nicolas Sutton-Charani
LFA 2019 - 28ème Rencontres Francophones sur la Logique Floue et ses Applications, Nov 2019, Alès, France
Conference papers hal-02294377v1
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Evidential Bagging: Combining Heterogeneous Classifiers in the Belief Functions Framework

Nicolas Sutton-Charani , Abdelhak Imoussaten , Sébastien Harispe , Jacky Montmain
17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2018), Jun 2018, Cadix, Spain. ⟨10.1007/978-3-319-91473-2_26⟩
Conference papers hal-02294352v1

Consideration of uncertainty during data acquisition and processing chain on sensory data

C. Coulon Leroy , Ronan Symoneaux , Nicolas Sutton-Charani , Jacky Montmain
11th Pangborn Sensory Science Symposium, 2015, Gothenburg, Sweden
Conference papers hal-01933847v1
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Training and evaluating classifiers from evidential data: application to E2M tree pruning

Nicolas Sutton-Charani , Sébastien Destercke , Thierry Denoeux
Third International Conference on Belief Functions, BELIEF 2014, Sep 2014, Oxford, United Kingdom
Conference papers hal-01923324v1
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Application of E2M Decision Trees to Rubber Quality Prediction

Nicolas Sutton Charani , Sébastien Destercke , Thierry Denoeux
International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2014), Jul 2014, Montpellier, France. pp.107-116, ⟨10.1007/978-3-319-08795-5_12⟩
Conference papers hal-01063863v1
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Learning decision trees from uncertain data with an evidential EM approach

Nicolas Sutton Charani , Sébastien Destercke , Thierry Denoeux
12th International Conference on Machine Learning and Applications (ICMLA 2013), Dec 2013, Miami, United States. pp.1-6
Conference papers hal-00933177v1
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Classification trees based on belief functions

Nicolas Sutton Charani , Sébastien Destercke , Thierry Denoeux
2nd International Conference on Belief Functions (BELIEF 2012), May 2012, Compiègne, France. pp.77-84, ⟨10.1007/978-3-642-29461-7_9⟩
Conference papers hal-00723989v1
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Arbres de classification construits à partir de fonctions de croyance

Nicolas Sutton-Charani , Sébastien Destercke , Thierry Denoeux
Rencontres francophones sur la Logique Floue et ses Applications (LFA 2012), Nov 2012, Compiègne, France
Conference papers hal-01923310v1
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Machine learning approach for predicting injury in soccer from external and internal training loads

Emmanuel Vallance , Nicolas Sutton-Charani , Abdelhak Imoussaten , Jacky Montmain , Stéphane Perrey
ACAPS 2019 - 18th Congress of the ACAPS in Paris, from the 29 - 31 October,, Oct 2019, Paris, France. 2019
Conference poster hal-02416517v1