29 citations · 35 across the 10 of their papers we have counts for
21 papers
Existence, properties, and parametric inference for possibly hyperuniform Gibbs perturbed lattices
Jean-François Coeurjolly, Christopher Renaud-Chan
This work lies at the intersection of Gibbs models and hyperuniform point processes. Classical Gibbs models, whether defined on lattices or in continuous space, provide flexible to…
When Imbalance Comes Twice: Active Learning under Simulated Class Imbalance and Label Shift in Binary Semantic Segmentation
Julien Combes, Alexandre Derville, Jean-François Coeurjolly
The aim of Active Learning is to select the most informative samples from an unlabelled set of data. This is useful in cases where the amount of data is large and labelling is expe…
Simulation of warping processes with applications to temperature data
Nolwenn Le Méhauté, Jean-François Coeurjolly, Marie-Hélène Descary
Curve registration plays a major role in functional data analysis by separating amplitude and phase variation through warping functions and the accurate simulation of warping proce…
Semi-parametric Markov models for multi-type point patterns
Ib Thorsgaard Jensen, Jean-François Coeurjolly, Rasmus Waagepetersen
Multi-type Markov point processes offer a flexible framework for modelling complex multi-type point patterns where it is pertinent to capture both interactions between points as we…
Critical Point Processes Obtained from a Gaussian Random Field with a View Towards Statistics
Julien Chevallier, Jean-François Coeurjolly, Rasmus Waagepetersen
This paper establishes the theoretical foundation for statistical applications of an intriguing new type of spatial point processes called critical point processes. These point pro…
A convolution type model for the intensity of spatial point processes applied to eye-movement data
Francisco Cuevas-Pacheco, Jean-François Coeurjolly, Marie-Hélène Descary
Estimating the first-order intensity function in point pattern analysis is an important problem, and it has been approached so far from different perspectives: parametrically, semi…