Principal component analysis of measures, with special emphasis on grain-size curves. - Claude Manté; Anne-Françoise Yao; Claude Degiovanni (Comput. Stat. Data Anal., 2007)

A Regression Model for Registering Multimodal Images. - Thomas Deregnaucourt; Chafik Samir; Anne-Françoise Yao (MIUA, 2016)

Manifold-Based Inference for a Supervised Gaussian Process Classifier. - Anis Fradi; Chafik Samir; Anne-Françoise Yao (ICASSP, 2018)

Inférence bayésienne pour l'estimation de déformations larges par champs gaussien : application au recalage d'images multi-modales(Bayesian inference for estimation of large deformations by Gaussian random fields: application to multimodal image registration). - Thomas Deregnaucourt; Chafik Samir; Anne-Françoise Yao (CNIA+RJCIA, 2018)

Méthode non paramétrique pour l'analyse et la classification des données fonctionnelles(Non-parametric method for analysis and classification of functional data). - Papa Alioune Meissa Mbaye; Anne-Françoise Yao; Chafik Samir (CNIA+RJCIA, 2018)

Learning a Gaussian Process Model on the Riemannian Manifold of Non-decreasing Distribution Functions. - Chafik Samir; Jean-Michel Loubes; Anne-Françoise Yao; François Bachoc (PRICAI (2), 2019)

Toward industrial use of continual learning: new metrics proposal for class incremental learning. - Mohamed Abbas Konaté; Anne-Françoise Yao; Thierry Chateau; Pierre Bouges (IJCNN, 2023)

On using derivatives and multiple kernel methods for clustering and classifying functional data. - Julien Ah-Pine; Anne-Françoise Yao (Neurocomputing, 2025)