Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste. FAPFID: A Fairness-Aware Approach for Protected Features and Imbalanced Data. 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⟩. ⟨hal-03995398⟩

Ginel Dorleon. Mitigation of Data Bias through Fair Features Selection Methods. Artificial Intelligence [cs.AI]. Paul Sabatier. Université Toulouse III - Paul Sabatier (UPS), Toulouse, FRA., 2023. English. ⟨NNT : ⟩. ⟨tel-03995412⟩

Robin Cugny, Emmanuel Doumard, Elodie Escriva, Haomiao Wang. L'explicabilité au service de l'extraction de connaissances : application à des données médicales. EXPLAIN'AI Workshop 2023 - Extraction et Gestion de Connaissances, Jan 2023, Lyon, France. ⟨10.48550/ARXIV.2302.02653⟩. ⟨hal-03978252⟩

Yuzhao Yang. Tabular Data Integration for Multidimensional Data Warehouse. Computer Science [cs]. Université Toulouse 1 Capitole (UT1 Capitole); Université de Toulouse; IRIT - Institut de Recherche en Informatique de Toulouse, 2022. English. ⟨NNT : ⟩. ⟨tel-03903570⟩

Olivier de Casanove, Florence Sèdes. Malicious human behaviour in information system security: Contribution to a Threat Model for Event Detection Algorithms. 15th Symposium on Foundations and Practice of Security (FPS 2022), Dec 2022, Ottawa, Canada. ⟨hal-03815005v3⟩

Bastien Vidé, Max Chevalier, Franck Ravat. Query Management for a Decentralised Enterprise Knowledge Graph. 16th International Conference on Signal Image Technology & Internet based Systems (SITIS 2022), Oct 2022, Dijon, France. ⟨10.1109/SITIS57111.2022.00012⟩. ⟨hal-03830000⟩

Robin Cugny, Julien Aligon, Max Chevalier, Geoffrey Roman Jimenez, Olivier Teste. AutoXAI: A Framework to Automatically Select the Most Adapted XAI Solution. 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Oct 2022, Atlanta GA, United States. pp.315-324, ⟨10.1145/3511808.3557247⟩. ⟨hal-03854778⟩

Josiane Mothe, Faneva Ramiandrisoa, Md Zia Ullah. Comparison of machine learning models for early depression detection from users’ posts. Early Detection of Mental Health Disorders by Social Media Monitoring: The First Five Years of the eRisk Project, 1018, Springer International Publishing, pp.111-139, 2022, Studies in Computational Intelligence book series (SCI), 978-3-031-04430-4. ⟨10.1007/978-3-031-04431-1_5⟩. ⟨hal-03854902v2⟩

Yuzhao Yang, Jérôme Darmont, Franck Ravat, Olivier Teste. Dimensional Data KNN-Based Imputation. 26th European Conference on Advances in Databases and Information Systems (ADBIS 2022), Sep 2022, Turin, Italy. pp.315-329, ⟨10.1007/978-3-031-15740-0_23⟩. ⟨hal-03795165⟩

Yuzhao Yang, Fatma Abdelhedi, Jérôme Darmont, Franck Ravat, Olivier Teste. Automatic Machine Learning-based OLAP Measure Detection for Tabular Data. 24th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2022), Aug 2022, Vienna, Austria. pp.173-188, ⟨10.1007/978-3-031-12670-3_15⟩. ⟨hal-03668454⟩