A First Experimental Study on Functional Dependencies for Imbalanced Datasets Classification. - Marie Le Guilly; Jean-Marc Petit; Marian Scuturici (ISIP, 2018)

SQL Query Completion for Data Exploration. - Marie Le Guilly; Jean-Marc Petit; Vasile-Marian Scuturici (CoRR, 2018)

ExplIQuE: Interactive Databases Exploration with SQL. - Marie Le Guilly; Jean-Marc Petit; Vasile-Marian Scuturici; Ihab F. Ilyas (CIKM, 2019)

Contextualisation of Datasets for Better Classification Models: Application to Airbus Helicopters Flight Data. - Marie Le Guilly; Nassia Daouayry; Pierre-Loic Maisonneuve; Ammar Mechouche; Jean-Marc Petit; Vasile-Marian Scuturici (ADBIS (Short Papers), 2020)

Attempt to Better Trust Classification Models: Application to the Ageing of Refrigerated Transport Vehicles. - Marie Le Guilly; Claudia Capo; Jean-Marc Petit; Vasile-Marian Scuturici; Rémi Revellin; Jocelyn Bonjour; Gérald Cavalier (ISMIS (Industrial Paper), 2020)

Evaluating Classification Feasibility Using Functional Dependencies. - Marie Le Guilly; Jean-Marc Petit; Vasile-Marian Scuturici (Trans. Large Scale Data Knowl. Centered Syst., 2020)

Guided Data Selection for Predictive Models. (Sélection de données pour les modèles prédictifs). - Marie Le Guilly (2020)

Assessing the Existence of a Model in your Data with ADESIT. - Pierre Faure-Giovagnoli; Marie Le Guilly; Vasile-Marian Scuturici; Jean-Marc Petit (Proc. VLDB Endow., 2021)

Impact de la Pollution de l'Air sur la Mortalité : État des Lieux et Approches. - Hana Sebia; Tarik Boumaza; Marie Le Guilly; Mohand-Said Hacid; Delphine Maucort-Boulch (EGC, 2022)

SQL query extensions for imprecise questions. - Marie Le Guilly; Jean-Marc Petit; Vasile-Marian Scuturici (Data Knowl. Eng., 2022)

Threats Modeling and Anomaly Detection in the Behaviour of a System - A Review of Some Approaches. - Mériem Ghali; Crystalor Sah; Marie Le Guilly; Mohand-Saïd Hacid (Trans. Large Scale Data Knowl. Centered Syst., 2022)