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authFullName_s : Ginel Dorleon

Feature Selection Under Fairness and Performance Constraints

Ginel Dorleon , Olivier Teste , Nathalie Souf , Imen Megdiche
24th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2022), Aug 2022, Vienne, Austria. pp.125-130, ⟨10.1007/978-3-031-12670-3_11⟩
Conference papers hal-03993007v1
Image document

Mitigation of Data Bias through Fair Features Selection Methods

Ginel Dorleon
Artificial Intelligence [cs.AI]. Paul Sabatier. Université Toulouse III - Paul Sabatier (UPS), Toulouse, FRA., 2023. English. ⟨NNT : ⟩
Theses tel-03995412v1
Image document

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

Ginel Dorleon , Imen Megdiche , Nathalie Bricon-Souf , Olivier Teste
Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2023, Lecture Notes in Computer Science book series (LNCS), 13840 (TLDKS), pp.107-125. ⟨10.1007/978-3-662-66863-4_5⟩
Journal articles hal-03995398v1
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Absolute Redundancy Analysis Based on Features Selection

Ginel Dorleon , Nathalie Bricon-Souf , Imen Megdiche , Olivier Teste
4th International Conference on Data Science and Information Technology (DSIT 2021), The International Society for Applied Computing (ISAC), Jul 2021, Shangai (virtual), China. pp.1-4, ⟨10.1145/3478905.3479002⟩
Conference papers hal-03333976v1
Image document

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

Ginel Dorleon , Nathalie Souf , Imen Megdiche , Olivier Teste
Jérôme Azé; Vincent Lemaire. 21ème conférence Extraction et Gestion des Connaissances (EGC 2021), Jan 2021, Montpellier, France. RNTI : Revue des Nouvelles Technologies de l'Information, EGC 2021. Revue des Nouvelles Technologies de l'Information, RNTI-E-37, pp.515-516
Conference poster hal-03333980v1
Image document

Mitigation of Data Bias Through Fair Feature Selection Methods

Ginel Dorleon
Artificial Intelligence [cs.AI]. Université Paul Sabatier - Toulouse III, 2023. English. ⟨NNT : 2023TOU30009⟩
Theses tel-04186353v1