Scholar
Charles Bouveyron
Google Scholar ID: KoWHecYAAAAJ
Professor of Statistics, Chair in AI at Institut 3IA Côte d'Azur, Inria, Université Côte d'Azur
Citations & Impact
Citations
2,347
H-index
22
i10-index
39
Publications
20
Co-authors
71
list available
Publications
Resume (English only)
Academic Achievements
- - Book: Model-based Clustering and Classification for Data Science, with Applications in R
- - Several preprints
- - DeepLPTM: A new method for clustering and representation of networks with textual edges
- - CleverFish: AI-based video analysis for marine biology and species tracking
- - HDMI: A model-based image denoising technique
- - StreamETM: An online topic modeling method
- - HDclassif: An R package for clustering and classification of high-dimensional data
Research Experience
- - Develops innovative statistical methodologies to address modern data problems
- - Publishes multiple R packages to promote his statistical methods
- - Deeply involved in the valorisation of research products
Education
- No specific education background information provided
Background
- - Full Professor of Statistics
- - Head of the INRIA research team MAASAI
- - Associate editor for The Annals of Applied Statistics
- - Founding organizer of the Statlearn workshops series
- - Research interests include: statistical learning in high dimensions, statistical learning on networks, deep latent variable models, adaptive statistical learning, modeling of evolving data, etc.
- - Applications in medicine, image analysis, astrophysics, humanities, etc.
Miscellany
- No personal interests or hobbies information provided
