Jean-Christophe Dubois

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 21

Top Topics

Active Learning

Probability Function

Sampling Strategies

Top Venues

Expert Syst. Appl.

Publications

Constance Thierry, Géry Casiez, Jean-Christophe Dubois, Yolande Le Gall, Sylvain Malacria, Thomas Pietrzak, Arnaud Martin, Pierrick Uro
Quantifying and Leveraging Uncertain and Imprecise Answers in Multiple Choice Questionnaires for Crowdsourcing: Quantifier et exploiter des réponses incertaines et imprécises dans des questionnaires à choix multiples pour le crowdsourcing. IHM (2024)
Constance Thierry, David Gross-Amblard, Yolande Le Gall, Jean-Christophe Dubois
Automated Hierarchical Conflict Reduction for Crowdsourced Annotation Tasks Using Belief Functions. BELIEF (2024)
Arthur Hoarau, Vincent Lemaire, Yolande Le Gall, Jean-Christophe Dubois, Arnaud Martin
Evidential uncertainty sampling strategies for active learning. Mach. Learn. 113 (9) (2024)
Arthur Hoarau, Constance Thierry, Jean-Christophe Dubois, Yolande Le Gall
A Mean Distance Between Elements of Same Class for Rich Labels. BELIEF (2024)
Arthur Hoarau, Constance Thierry, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall
Datasets with Rich Labels for Machine Learning. FUZZ (2023)
Constance Thierry, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall
Estimation of the qualification and behavior of a contributor and aggregation of his answers in a crowdsourcing context. Expert Syst. Appl. 216 (2023)
Arthur Hoarau, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall
Evidential Random Forests. Expert Syst. Appl. 230 (2023)
Arthur Hoarau, Vincent Lemaire, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall
Evidential uncertainties on rich labels for active learning. CoRR (2023)
Constance Thierry, Arnaud Martin, Yolande Le Gall, Jean-Christophe Dubois
Modeling evolutionary responses in crowdsourcing MCQ using belief function theory. KES (2023)
Constance Thierry, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall
Estimation of the qualification and behavior of a contributor and aggregation of his answers in a crowdsourcing context. CoRR (2023)
Constance Thierry, Arthur Hoarau, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall
Real Bird Dataset with Imprecise and Uncertain Values. BELIEF (2022)
Arthur Hoarau, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall
Imperfect Labels with Belief Functions for Active Learning. BELIEF (2022)
Constance Thierry, Arthur Hoarau, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall
Real bird dataset with imprecise and uncertain values. CoRR (2022)
Constance Thierry, Arnaud Martin, Jean-Christophe Dubois, Yolande Le Gall
Validation of Smets' Hypothesis in the Crowdsourcing Environment. BELIEF (2021)
Daniel Zhu, Arnaud Martin, Yolande Le Gall, Jean-Christophe Dubois, Vincent Lemaire
Evidential Nearest Neighbours in Active Learning. IAL@PKDD/ECML (2021)
Constance Thierry, Jean-Christophe Dubois, Yolande Le Gall, Arnaud Martin
Modelisation de l'incertitude et de l'imprecision de donnees de crowdsourcing : MONITOR. CoRR (2020)
Constance Thierry, Jean-Christophe Dubois, Yolande Le Gall, Arnaud Martin
Modélisation de l'incertitude et de l'imprécision de données de crowdsourcing : MONITOR. EGC (2020)
Constance Thierry, Jean-Christophe Dubois, Yolande Le Gall, Arnaud Martin
Modeling Uncertainty and Inaccuracy on Data from Crowdsourcing Platforms: MONITOR. ICTAI (2019)
Jean-Christophe Dubois, Laetitia Gros, Mouloud Kharoune, Yolande Le Gall, Arnaud Martin, Zoltán Miklós, Hosna Ouni
Measuring the Expertise of Workers for Crowdsourcing Applications. CoRR (2019)
Constance Thierry, Jean-Christophe Dubois, Yolande Le Gall, Arnaud Martin
Contributors profile modelization in crowdsourcing platforms. CoRR (2018)
Jean-Christophe Dubois, Laetitia Gros, Mouloud Kharoune, Yolande Le Gall, Arnaud Martin, Zoltán Miklós, Hosna Ouni
Measuring the Expertise of Workers for Crowdsourcing Applications. EGC (best of volume) (2018)
Jean-Christophe Dubois, Yolande Le Gall, Arnaud Martin
Designing a Belief Function-Based Accessibility Indicator to Improve Web Browsing for Disabled People. CoRR (2015)
Jean-Christophe Dubois, Yolande Le Gall, Arnaud Martin
Designing a Belief Function-Based Accessibility Indicator to Improve Web Browsing for Disabled People. Belief Functions (2014)
Jean-Christophe Dubois, Yolande Anglade, Dominique Fohr
Assessment of an operational dialogue system used by a blind telephone switchboard operator. EUROSPEECH (1997)