Ginel Dorleon

According to our database, Ginel Dorleon authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

FIEAP: A Machine Learning Approach for Fair and Interpretable Employee Attrition Prediction.

Ginel Dorleon

Proceedings of the Information Integration and Web Intelligence, 2024

2023

Mitigation of Data Bias through Fair Features Selection Methods. (Atténuation des Biais de Données par des Méthodes de Sélection de Caractéristiques Équitables).

Ginel Dorleon

PhD thesis, 2023

FAPFID: A Fairness-Aware Approach for Protected Features and Imbalanced Data.

Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste

Trans. Large Scale Data Knowl. Centered Syst., 2023

2022

Feature selection under fairness constraints.

Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste

Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022

Feature Selection Under Fairness and Performance Constraints.

Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste

Proceedings of the Big Data Analytics and Knowledge Discovery, 2022

2021

Qualification du biais de données dans le processus de la science des données.

Ginel Dorleon, Nathalie Bricon-Souf, Imen Megdiche, Olivier Teste

Proceedings of the Extraction et Gestion des Connaissances, 2021

Absolute Redundancy Analysis Based on Features Selection.

Ginel Dorleon, Nathalie Bricon-Souf, Imen Megdiche, Olivier Teste

Proceedings of the DSIT 2021: 4th International Conference on Data Science and Information Technology, Shanghai, China, July 23, 2021