Usefulness of synthetic datasets for diatom automatic detection using a deep-learning approach A Venkataramanan, P Faure-Giovagnoli, C Regan, D Heudre, C Figus, ... Engineering Applications of Artificial Intelligence 117, 105594, 2023 | 17 | 2023 |
Assessing the Existence of a Function in your Dataset with the g3 Indicator VMS Pierre Faure--Giovagnoli, Jean-Marc Petit 38th IEEE International Conference on Data Engineering, 2022 | 5* | 2022 |
Functional Dependencies with Predicates: What Makes the g3-error Easy to Compute? S Vilmin, P Faure--Giovagnoli, JM Petit, VM Scuturici 28th International Conference on Conceptual Structures, 2023 | 4 | 2023 |
ADESIT: Visualize the Limits of your Data in a Machine Learning Process P Faure--Giovagnoli, M Le Guilly, JM Petit, VM Scuturici International Conference on Very Large Data Bases 14 (3), 2679 - 2682, 2021 | 3 | 2021 |
Automatic processing of air gap monitoring signals in hydro-generators P Faure-Giovagnoli, C Turbidi, VM Scuturici Surveillance, Vibrations, Shock and Noise, 2023 | 2 | 2023 |
Domain knowledge and functions in data science, application to hydroelectricity production P Faure-Giovagnoli INSA de Lyon, 2023 | | 2023 |
ADESIT-A web application for visualizing the limits of a dataset in supervised learning P Faure-Giovagnoli, M Le Guilly, JM Petit, VM Scuturici | | 2022 |
Assessing the Existence of a Model in your Data with ADESIT P Faure-Giovagnoli, M Le Guilly, VM Scuturici, JM Petit Proc. VLDB Endow., 2021 | | 2021 |
Deep-Learning for Automated Diatom Detection and Identification for the Ecological Diagnosis of Fresh-water Environments P Faure--Giovagnoli Georgia Institute of Technology, 2020 | | 2020 |