68 citations
- Centre de Recherche en Économie et StatistiqueFR25 papers
- ENSAE ParisFR22 papers
- Institut de recherche mathématique de RennesFR11 papers
- Centre for Research in Engineering Surface TechnologyIE10 papers
- Centre National de la Recherche ScientifiqueFR10 papers
- Université de RennesFR10 papers
- Institut National des Sciences Appliquées de RennesFR3 papers
- Orange (France)FR3 papers
- Université Paris-SaclayFR3 papers
- Astrophysique, Instrumentation et ModélisationFR2 papers
- Bocconi UniversityIT2 papers
- Département mathématiques, informatique, sciences de la donnée et technologies du numériqueFR2 papers
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stat.AP2025
Model-Based Clustering of Football Event Sequences: A Marked Spatio-Temporal Point Process Mixture Approach
Koffi Amezouwui, Brigitte Gelein, Matthieu Marbac +1
We propose a novel mixture model for football event data that clusters entire possessions to reveal their temporal, sequential, and spatial structure. Each mixture component models…
stat.AP2025
Z-scores-based methods and their application to biological monitoring: An extended analysis of professional soccer players and cyclists athletes
Geoffroy C. B. Berthelot, Brigitte Gelein, Eric Meinadier +2
The increase in the collection of biological data allows for the individual and longitudinal monitoring of hematological or urine biomarkers. However, identifying abnormal behavior…
stat.AP2020★ 1 cited
Translation-invariant functional clustering on COVID-19 deaths adjusted on population risk factors
Amay SM Cheam, Marc Fredette, Matthieu Marbac +1
The COVID-19 pandemic has taken the world by storm with its high infection rate. Investigating its geographical disparities has paramount interest in order to gauge its relationshi…