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Modeling and numerical study of two phases flow
This thesis describes the modelisation and the simulation of two-phase systems composed of droplets moving in a gas. The two phases interact with each other and the... -
Plugin procedure in segmentation and application to hyperspectral image segme...
International audience -
Numerical study of two phase laminar mixed convection nanofluid in elliptic d...
International audience -
Mixture models for two-dimensional baseline correction, applied to artifact e...
Baseline correction and artifact removal are important pre-processing steps in analytical chemistry. We propose a correction algorithm using a mixture model in... -
Pattern identification and characterization reveal permutations of organs as ...
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An alternative estimation approach for the heterogeneity linear mixed model
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Bayesian nonparametric Plackett-Luce models for the analysis of preferences f...
International audience -
Information-geometric methods for mixture models
This thesis presents new methods for mixture model learning based on information geometry. We focus on mixtures of exponential families, which encompass a large number... -
A macro-DAG structure based mixture model
In the context of unsupervised classification of multidimensional data, we revisit the classical mixture model in the case where the dependencies among the random... -
Von Mises-Fisher mixture models
In contemporary life directional data are present in most areas, in several forms, aspects and large sizes / dimensions; hence the need for effective methods of...
