Mining Ticketing Logs for Usage Characterization with Nonnegative Matrix Factorization. - Mickaël Poussevin; Emeric Tonnelier; Nicolas Baskiotis; Vincent Guigue; Patrick Gallinari (MSM/MUSE/SenseML, 2014)

Smart card in public transportation: Designing a analysis system at the human scale. - Emeric Tonnelier; Nicolas Baskiotis; Vincent Guigue; Patrick Gallinari (ITSC, 2016)

Anomaly detection and characterization in smart card logs using NMF and Tweets. - Emeric Tonnelier; Nicolas Baskiotis; Vincent Guigue; Patrick Gallinari (ESANN, 2017)

Anomaly detection in smart card logs and distant evaluation with Twitter: a robust framework. - Emeric Tonnelier; Nicolas Baskiotis; Vincent Guigue; Patrick Gallinari (Neurocomputing, 2018)

Apprentissage de représentations pour les traces de mobilité. (Representation learning for mobility traces). - Emeric Tonnelier (2019)

Coherent Multi-Table Data Synthesis for Tabular and Time-Series Data with GANs. - Clément Elliker; Emeric Tonnelier; Aymen Shabou (CODASPY, 2024)