291 citations
- Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR56 papers
- Centre National de la Recherche ScientifiqueFR51 papers
- Université de MontpellierFR51 papers
- Institut Agro MontpellierFR23 papers
- UMR Botanique et Modélisation de l’Architecture des Plantes et des végétationsFR22 papers
- AgroParisTechFR21 papers
- Territoires, Environnement, Télédétection et Information SpatialeFR20 papers
- Institut de Recherche pour le DéveloppementFR19 papers
- Ingénierie des Agropolymères et Technologies EmergentesFR15 papers
- Laboratoire d'Informatique, de Robotique et de Microélectronique de MontpellierFR15 papers
- Agropolis InternationalFR13 papers
- Amélioration Génétique et Adaptation des Plantes méditerranéennes et tropicalesFR12 papers
4 papers · 1 filter
Tree Pólya Splitting distributions for multivariate count data
Samuel Valiquette, Jean Peyhardi, Éric Marchand +2
In this article, we develop a new class of multivariate distributions adapted for count data, called Tree Pólya Splitting. This class results from the combination of a univariate d…
Choice of mixture Poisson models based on Extreme value theory
Samuel Valiquette, Frédéric Mortier, Jean Peyhardi +1
Count data are omnipresent in many applied fields, often with overdispersion due to an excess of zeroes or extreme values. With mixtures of Poisson distributions representing an el…
Localizing the Latent Structure Canonical Uncertainty: Entropy Profiles for Hidden Markov Models
Jean-Baptiste Durand, Y. Guédon
This report addresses state inference for hidden Markov models. These models rely on unobserved states, which often have a meaningful interpretation. This makes it necessary to dev…
Quantitative Genetics and Functional-Structural Plant Growth Models: Simulation of Quantitative Trait Loci Detection for Model Parameters and Application to Potential Yield Optimization
Veronique Letort, Paul Mahe, Paul-Henry Cournède +2
Background and Aims: Prediction of phenotypic traits from new genotypes under untested environmental conditions is crucial to build simulations of breeding strategies to improve ta…