Violaine Antoine

According to our database, Violaine Antoine authored at least 30 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Clustering and Interpretation of time-series trajectories of chronic pain using evidential c-means.

Armel Soubeiga, Violaine Antoine, Alice Corteval, Nicolas Kerckhove, Sylvain Moreno, Issam Falih, Jules Phalip

Expert Syst. Appl., 2025

2024

Multi-View Relational Evidential C-Medoid Clustering with Adaptive Weighted.

Armel Soubeiga, Violaine Antoine, Sylvain Moreno

Proceedings of the 11th IEEE International Conference on Data Science and Advanced Analytics, 2024

2023

Optimization of Fuzzy C-Means with Alternating Direction Method of Multipliers.

Benoit Albert, Violaine Antoine, Jonas Koko

Proceedings of the Optimization and Learning - 6th International Conference, 2023

Classification automatique de séries chronologiques de patients souffrant de douleurs chroniques.

Armel Soubeiga, Jessem Ettaghouti, Violaine Antoine, Alice Corteval, Nicolas Kerckhove, Sylvain Moreno

Proceedings of the Extraction et Gestion des Connaissances, 2023

Optimisation de Fuzzy C-Means (FCM) clustering par la méthode des directions alternées (ADMM).

Benoit Albert, Violaine Antoine, Jonas Koko

Proceedings of the Extraction et Gestion des Connaissances, 2023

A Specialized Xie-Beni Measure for Clustering with Adaptive Distance.

Shidi Deng, Benoit Albert, Violaine Antoine, Jonas Koko

Proceedings of the Fuzzy Logic and Technology, and Aggregation Operators, 2023

2022

Possibilistic fuzzy c-means with partial supervision.

Violaine Antoine, Jose A. Guerrero, Gerardo Romero

Fuzzy Sets Syst., 2022

2021

Fast semi-supervised evidential clustering.

Violaine Antoine, Jose A. Guerrero, Jiarui Xie

Int. J. Approx. Reason., 2021

A subjective-logic-based model uncertainty estimation mechanism for out-of-domain detection.

Jiarui Xie, Thierry Chateau, Violaine Antoine

Proceedings of the International Joint Conference on Neural Networks, 2021

PCMO: Partial Classification from CNN-Based Model Outputs.

Jiarui Xie, Violaine Antoine, Thierry Chateau

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Comparaison de méthodes d'apprentissage automatique pour détecter les anomalies dans l'activité des animaux.

Nicolas Wagner, Violaine Antoine, Jonas Koko, Marie-Madeleine Mialon, Romain Lardy, Isabelle Veissier

Proceedings of the Extraction et Gestion des Connaissances, 2021

Apport de l'entropie pour les c-moyennes floues sur des données catégorielles.

Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Engelbert Mephu Nguifo, Sylvain Moreno

Proceedings of the Extraction et Gestion des Connaissances, 2021

2020

Machine learning to detect behavioural anomalies in dairy cows under subacute ruminal acidosis.

Nicolas Wagner, Violaine Antoine, Marie-Madeleine Mialon, Romain Lardy, Mathieu Silberberg, Jonas Koko, Isabelle Veissier

Comput. Electron. Agric., 2020

Comparison of Machine Learning Methods to Detect Anomalies in the Activity of Dairy Cows.

Nicolas Wagner, Violaine Antoine, Jonas Koko, Marie-Madeleine Mialon, Romain Lardy, Isabelle Veissier

Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Fuzzy k-NN Based Classifiers for Time Series with Soft Labels.

Nicolas Wagner, Violaine Antoine, Jonas Koko, Romain Lardy

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Temporal information integration for video semantic segmentation.

Guillaume Guarino, Thierry Chateau, Céline Teulière, Violaine Antoine

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Categorical fuzzy entropy c-means.

Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Engelbert Mephu Nguifo, Sylvain Moreno

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2019

On a New Evidential C-Means Algorithm with Instance-Level Constraints.

Jiarui Xie, Violaine Antoine

Proceedings of the Scalable Uncertainty Management - 13th International Conference, 2019

Evidential clustering for categorical data.

Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Gregory J. Christie, Sylvain Moreno

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

Semi-supervised Fuzzy c-Means Variants: A Study on Noisy Label Supervision.

Violaine Antoine, Nicolas Labroche

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

Possibilistic clustering with seeds.

Violaine Antoine, Jose A. Guerrero, Tanya Boone, Gerardo Romero

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

On Evidential Clustering with Partial Supervision.

Violaine Antoine, Kévin Gravouil, Nicolas Labroche

Proceedings of the Belief Functions: Theory and Applications, 2018

2015

Classification évidentielle avec contraintes d'étiquettes.

Violaine Antoine, Nicolas Labroche

Proceedings of the 15èmes Journées Francophones Extraction et Gestion des Connaissances, 2015

2014

CEVCLUS: evidential clustering with instance-level constraints for relational data.

Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux

Soft Comput., 2014

Evidential seed-based semi-supervised clustering.

Violaine Antoine, Nicolas Labroche, Viet-Vu Vu

Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

2012

CECM: Constrained evidential C-means algorithm.

Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux

Comput. Stat. Data Anal., 2012

Combining Imprecise Probability Masses with Maximal Coherent Subsets: Application to Ensemble Classification.

Sébastien Destercke, Violaine Antoine

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012

ReVeS Participation - Tree Species Classification Using Random Forests and Botanical Features.

Guillaume Cerutti, Violaine Antoine, Laure Tougne, Julien Mille, Lionel Valet, Didier Coquin, Antoine Vacavant

Proceedings of the CLEF 2012 Evaluation Labs and Workshop, 2012

2011

CEVCLUS: Constrained evidential clustering of proximity data.

Violaine Antoine, Benjamin Quost, Mylène Masson, Thierry Denoeux

Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology, 2011

2010

CECM: Adding pairwise constraints to evidential clustering.

Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux

Proceedings of the FUZZ-IEEE 2010, 2010