108 citations · 365 across the 55 of their papers we have counts for
5 papers · 1 filter
On Recent Advances in Supervised Ranking for Metabolite Profiling
Charanpal Dhanjal, Stéphan Clémençon
This paper focuses on data arising from the field of metabolomics, a rapidly developing area concerned by the analysis of the chemical fingerprints (i.e. the metabolite profile). T…
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…
An SIR Graph Growth Model for the Epidemics of Communicable Diseases
Charanpal Dhanjal, Stéphan Clémençon
It is the main purpose of this paper to introduce a graph-valued stochastic process in order to model the spread of a communicable infectious disease. The major novelty of the SIR…
On Computer-Intensive Simulation and Estimation Methods for Rare Event Analysis in Epidemic Models
Stéphan Clémençon, Anthony Cousien, Miraine Dávila Felipe +1
This article focuses, in the context of epidemic models, on rare events that may possibly correspond to crisis situations from the perspective of Public Health. In general, no clos…
Visual Mining of Epidemic Networks
Stéphan Clémençon, Hector De Arazoza, Fabrice Rossi +1
We show how an interactive graph visualization method based on maximal modularity clustering can be used to explore a large epidemic network. The visual representation is used to d…