Post-traitement des prévisions d'ensemble en météorologie par des méthodes d'apprentissage statistique. (Post-processing of ensemble forecasts in meteorology using statistical learning methods). - Gabriel Jouan (2021)

aSAGA: Automatic Sleep Analysis with Gray Areas. - Matias Rusanen; Gabriel Jouan; Riku Huttunen; Sami Nikkonen; Sigríður Sigurðardóttir; Juha Töyräs; Brett Duce; Sami Myllymaa; Erna Sif Arnardóttir; Timo Leppänen; Anna Sigridur Islind; Samu Kainulainen; et al. (CoRR, 2023)

An Optimized Framework for Processing Large-scale Polysomnographic Data Incorporating Expert Human Oversight. - Benedikt Holm; Gabriel Jouan; Emil Hardarson; Sigríður Sigurðardóttir; Kenan Hoelke; Conor Murphy; Erna Sif Arnardóttir; María Óskarsdóttir; Anna Sigríður Islind (CoRR, 2024)

An algorithmic approach to identification of gray areas: Analysis of sleep scoring expert ensemble non agreement areas using a multinomial mixture model. - Gabriel Jouan; Erna Sif Arnardóttir; Anna Sigridur Islind; María Óskarsdóttir (Eur. J. Oper. Res., 2024)

An optimized framework for processing multicentric polysomnographic data incorporating expert human oversight. - Benedikt Holm; Gabriel Jouan; Emil Hardarson; Sigríður Sigurðardóttir; Kenan Hoelke; Conor Murphy; Erna Sif Arnardóttir; María Óskarsdóttir; Anna Sigríður Islind (Frontiers Neuroinformatics, 2024)