Violaine Antoine

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 21

Top Topics

Machine Learning

Possibilistic C Means

Possibilistic Clustering

Top Venues

Comput. Electron. Agric.

Int. J. Approx. Reason.

Publications

Benoit Albert, Violaine Antoine, Jonas Koko
Optimization of Fuzzy C-Means with Alternating Direction Method of Multipliers. OLA (2023)
Armel Soubeiga, Jessem Ettaghouti, Violaine Antoine, Alice Corteval, Nicolas Kerckhove, Sylvain Moreno
Classification automatique de séries chronologiques de patients souffrant de douleurs chroniques. EGC (2023)
Benoit Albert, Violaine Antoine, Jonas Koko
Optimisation de Fuzzy C-Means (FCM) clustering par la méthode des directions alternées (ADMM). EGC (2023)
Shidi Deng, Benoit Albert, Violaine Antoine, Jonas Koko
A Specialized Xie-Beni Measure for Clustering with Adaptive Distance. EUSFLAT/AGOP (2023)
Violaine Antoine, Jose A. Guerrero, Gerardo Romero
Possibilistic fuzzy c-means with partial supervision. Fuzzy Sets Syst. 449 (2022)
Nicolas Wagner, Violaine Antoine, Jonas Koko, Marie-Madeleine Mialon, Romain Lardy, Isabelle Veissier
Comparaison de méthodes d'apprentissage automatique pour détecter les anomalies dans l'activité des animaux. EGC (2021)
Violaine Antoine, Jose A. Guerrero, Jiarui Xie
Fast semi-supervised evidential clustering. Int. J. Approx. Reason. 133 (2021)
Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Engelbert Mephu Nguifo, Sylvain Moreno
Apport de l'entropie pour les c-moyennes floues sur des données catégorielles. EGC (2021)
Jiarui Xie, Thierry Chateau, Violaine Antoine
A subjective-logic-based model uncertainty estimation mechanism for out-of-domain detection. IJCNN (2021)
Jiarui Xie, Violaine Antoine, Thierry Chateau
PCMO: Partial Classification from CNN-Based Model Outputs. ICONIP (3) (2021)
Nicolas Wagner, Violaine Antoine, Jonas Koko, Marie-Madeleine Mialon, Romain Lardy, Isabelle Veissier
Comparison of Machine Learning Methods to Detect Anomalies in the Activity of Dairy Cows. ISMIS (2020)
Nicolas Wagner, Violaine Antoine, Jonas Koko, Romain Lardy
Fuzzy k-NN Based Classifiers for Time Series with Soft Labels. IPMU (3) (2020)
Nicolas Wagner, Violaine Antoine, Marie-Madeleine Mialon, Romain Lardy, Mathieu Silberberg, Jonas Koko, Isabelle Veissier
Machine learning to detect behavioural anomalies in dairy cows under subacute ruminal acidosis. Comput. Electron. Agric. 170 (2020)
Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Engelbert Mephu Nguifo, Sylvain Moreno
Categorical fuzzy entropy c-means. FUZZ-IEEE (2020)
G. Guarino, Thierry Chateau, Céline Teulière, Violaine Antoine
Temporal information integration for video semantic segmentation. ICRA (2020)
Jiarui Xie, Violaine Antoine
On a New Evidential C-Means Algorithm with Instance-Level Constraints. SUM (2019)
Abdoul Jalil Djiberou Mahamadou, Violaine Antoine, Gregory J. Christie, Sylvain Moreno
Evidential clustering for categorical data. FUZZ-IEEE (2019)
Violaine Antoine, Jose A. Guerrero, Tanya Boone, Gerardo Romero
Possibilistic clustering with seeds. FUZZ-IEEE (2018)
Violaine Antoine, Kévin Gravouil, Nicolas Labroche
On Evidential Clustering with Partial Supervision. BELIEF (2018)
Violaine Antoine, Nicolas Labroche
Semi-supervised Fuzzy c-Means Variants: A Study on Noisy Label Supervision. IPMU (2) (2018)
Violaine Antoine, Nicolas Labroche
Classification évidentielle avec contraintes d'étiquettes. EGC (2015)
Violaine Antoine, Nicolas Labroche, Viet-Vu Vu
Evidential seed-based semi-supervised clustering. SCIS&ISIS (2014)
Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
CEVCLUS: evidential clustering with instance-level constraints for relational data. Soft Comput. 18 (7) (2014)
Guillaume Cerutti, Violaine Antoine, Laure Tougne, Julien Mille, Lionel Valet, Didier Coquin, Antoine Vacavant
ReVeS Participation - Tree Species Classification Using Random Forests and Botanical Features. CLEF (Online Working Notes/Labs/Workshop) (2012)
Sébastien Destercke, Violaine Antoine
Combining Imprecise Probability Masses with Maximal Coherent Subsets: Application to Ensemble Classification. SMPS (2012)
Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
CECM: Constrained evidential C-means algorithm. Comput. Stat. Data Anal. 56 (4) (2012)
Violaine Antoine, Benjamin Quost, Mylène Masson, Thierry Denoeux
CEVCLUS: Constrained evidential clustering of proximity data. EUSFLAT Conf. (2011)
Violaine Antoine, Benjamin Quost, Marie-Hélène Masson, Thierry Denoeux
CECM: Adding pairwise constraints to evidential clustering. FUZZ-IEEE (2010)