225 citations
- Centre National de la Recherche ScientifiqueFR64 papers
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR59 papers
- Université Paris-SaclayFR56 papers
- Centre de Coopération Internationale en Recherche Agronomique pour le DéveloppementFR21 papers
- Mathématiques et Informatique Appliquées18 papers
- Université de MontpellierFR17 papers
- Territoires, Environnement, Télédétection et Information SpatialeFR16 papers
- Sorbonne UniversitéFR14 papers
- Institut National de la Recherche AgronomiqueMA12 papers
- Institut de Recherche pour le DéveloppementFR10 papers
- Université Paris CitéFR10 papers
- Génétique Quantitative et Évolution Le MoulonFR8 papers
8 papers · 1 filter
Variational Inference for Stochastic Block Models from Sampled Data
Timothée Tabouy, Pierre Barbillon, Julien Chiquet
This paper deals with non-observed dyads during the sampling of a network and consecutive issues in the inference of the Stochastic Block Model (SBM). We review sampling designs an…
Plant responses to auxin signals: an operating principle for dynamical sensitivity yet high resilience
Silvia Grigolon, Barbara Bravi, Olivier C. Martin
Plants depend on the signaling of the phytohormone auxin for their development and for responding to environmental perturbations. The associated biomolecular signaling network invo…
Assessing the role of the spatial scale in the analysis of lagoon biodiversity. A case-study on the macrobenthic fauna of the Po River Delta
Giovanna Jona Lasinio, Alessio Pollice, Eric Marcon +1
The analysis of benthic assemblages is a valuable tool to describe the ecological status of transitional water ecosystems, but species are extremely sensitive and respond to both m…
Clustering transformed compositional data using K-means, with applications in gene expression and bicycle sharing system data
Antoine Godichon-Baggioni, Cathy Maugis-Rabusseau, Andrea Rau
Although there is no shortage of clustering algorithms proposed in the literature, the question of the most relevant strategy for clustering compositional data (i.e., data made up…
Interest of Integrating Spaceborne LiDAR Data to Improve the Estimation of Biomass in High Biomass Forested Areas
Mohammad El Hajj, Nicolas Baghdadi, Ibrahim Fayad +3
Mapping forest AGB (Above Ground Biomass) is of crucial importance to estimate the carbon emissions associated with tropical deforestation. This study proposes a method to overcome…
Online Sequential Monte Carlo smoother for partially observed stochastic differential equations
Pierre Gloaguen, Marie-Pierre Etienne, Sylvain Le Corff
This paper introduces a new algorithm to approximate smoothed additive functionals for partially observed stochastic differential equations. This method relies on a recent procedur…