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)

Assessing the Existence of a Function in a Dataset with the g3 Indicator. - Pierre Faure-Giovagnoli; Jean-Marc Petit; Vasile-Marian Scuturici (ICDE, 2022)

Functional Dependencies with Predicates: What Makes the g3-error Easy to Compute? - Simon Vilmin; Pierre Faure-Giovagnoli; Jean-Marc Petit; Vasile-Marian Scuturici (ICCS, 2023)

Functional Dependencies with Predicates: What Makes the g3-error Easy to Compute? - Simon Vilmin; Pierre Faure-Giovagnoli; Jean-Marc Petit; Vasile-Marian Scuturici (CoRR, 2023)

Usefulness of synthetic datasets for diatom automatic detection using a deep-learning approach. - Aishwarya Venkataramanan; Pierre Faure-Giovagnoli; Cyril Regan; David Heudre; Cécile Figus; Philippe Usseglio-Polatera; Cédric Pradalier; Martin Laviale (Eng. Appl. Artif. Intell., 2023)

Domain knowledge and functions in data science, application to hydroelectricity production. (Connaissances du domaine et fonctions en science des données, application à la production d'hydroélectricité). - Pierre Faure-Giovagnoli (2023)