4 citations · 12 across the 4 of their papers we have counts for
4 papers
Pesticide concentration monitoring: investigating spatio-temporal patterns in left censored data
Clément Laroche, Madalina Olteanu, Fabrice Rossi
Monitoring pesticide concentration is very important for public authorities given the major concerns for environmental safety and the likelihood for increased public health risks.…
Lasso based feature selection for malaria risk exposure prediction
Bienvenue Kouwayè, Noël Fonton, Fabrice Rossi
In life sciences, the experts generally use empirical knowledge to recode variables, choose interactions and perform selection by classical approach. The aim of this work is to per…
Sélection de variables par le GLM-Lasso pour la prédiction du risque palustre
Bienvenue Kouwayè, Noël Fonton, Fabrice Rossi
In this study, we propose an automatic learning method for variables selection based on Lasso in epidemiology context. One of the aim of this approach is to overcome the pretreatme…
A statistical network analysis of the HIV/AIDS epidemics in Cuba
Stéphan Clémençon, Hector De Arazoza, Fabrice Rossi +1
The Cuban contact-tracing detection system set up in 1986 allowed the reconstruction and analysis of the sexual network underlying the epidemic (5,389 vertices and 4,073 edges, gia…