A simplified model for studying bivariate mortality under right-censoring. - Svetlana Gribkova; Olivier Lopez; Philippe Saint-Pierre (J. Multivar. Anal., 2013)

Grouped variable importance with random forests and application to multiple functional data analysis. - Baptiste Gregorutti; Bertrand Michel; Philippe Saint-Pierre (Comput. Stat. Data Anal., 2015)

Correlation and variable importance in random forests. - Baptiste Gregorutti; Bertrand Michel; Philippe Saint-Pierre (Stat. Comput., 2017)

An Approach Based on Bayesian Networks for Query Selectivity Estimation. - Max Halford; Philippe Saint-Pierre; Franck Morvan (DASFAA (2), 2019)

Selectivity correction with online machine learning. - Max Halford; Philippe Saint-Pierre; Franck Morvan (CoRR, 2020)

Selectivity Estimation with Attribute Value Dependencies Using Linked Bayesian Networks. - Max Halford; Philippe Saint-Pierre; Franck Morvan (Trans. Large Scale Data Knowl. Centered Syst., 2020)

Guiding Measurement Protocols of Connected Medical Devices Using Digital Twins: A Statistical Methodology Applied to Detecting and Monitoring Lymphedema. - Loïc Béthencourt; Walid Dabachine; Vincent Dejouy; Zakaria Lalmiche; Karl Neuberger; Issam Ibnouhsein; Sandrine Chéreau; Carole Mathelin; Nicolas Savy; Philippe Saint-Pierre; Nicolas Bousquet 002 (IEEE Access, 2021)

Agent-Based modeling in Medical Research. Example in Health Economics. - Philippe Saint-Pierre; Romain Demeulemeester; Nadège Costa; Nicolas Savy (CoRR, 2022)

OTrecod: An R Package for Data Fusion using Optimal Transportation Theory. - Gregory Guernec; Valérie Garès; Jérémy Omer; Philippe Saint-Pierre; Nicolas Savy (R J., 2023)