Philippe Saint Pierre

Publications

Article dans une revue (24)

Solution methods for a class of finite-horizon vector-valued Markov decision processes Anas Mifrani,Philippe Saint-Pierre,Nicolas Savy INFOR: Information Systems and Operational Research , 2025, ⟨10.1080/03155986.2025.2484050⟩ Article dans une revue hal-04924721v2
Molecular allergen sensitization drives phenotypes of severe asthma in children: Evidence from a megacity cohort ( SAMP ) Mélisande Bourgoin-Heck,Victoria Wolff-Goldnadel,Yannick Chantran,Sarah Saf,Tamazoust Guiddiret al. Pediatric Allergy and Immunology, 2024, 35 (12), pp.e70014. ⟨10.1111/pai.70014⟩ Article dans une revue hal-04945136v1
Economic impact of generic antiretrovirals in France for HIV patients’ care Romain Demeulemeester,Nicolas Savy,Michaël Mounié,Laurent Molinier,Cyrille Delpierreet al. BMC Health Services Research, 2022, 22 (1), pp.567. ⟨10.1186/s12913-022-07859-w⟩ Article dans une revue inserm-03694843v1
OTrecod: An R Package for Data Fusion using Optimal Transportation Theory Grégory Guernec,Valérie Garès,Jérémy Omer,Nicolas Savy,Philippe Saint-Pierre The R Journal, 2022, 14 (4), pp.195 - 222. ⟨10.32614/RJ-2023-006⟩ Article dans une revue hal-03827398v1
Determinants of blood eosinophilia in moderate and severe asthmatic patients during childhood: evidence from the SAMP cohort Jocelyne Just,Sarah Saf,Tamazoust Guiddir,Nathalie Cottel,Flore Amatet al. Pediatric Allergy and Immunology, 2021, ⟨10.1111/pai.13507⟩ Article dans une revue hal-03190188v1
Guiding measurement protocols of connected medical devices using digital twins: A statistical methodology applied to detecting and monitoring lymphedema Loic Bethencourt,Walid Dabachine,Vincent Dejouy,Zakaria Lalmiche,Karl Neubergeret al. IEEE Access, 2021, Online ahead of print. ⟨10.1109/ACCESS.2021.3063786⟩ Article dans une revue inserm-03167145v1
Detecting and modeling critical dependence structures between random inputs of computer models Nazih Benoumechiara,Nicolas Bousquet,Bertrand Michel,Philippe Saint-Pierre Dependence Modeling, 2020, 8 (1), pp.263-297. ⟨10.1515/demo-2020-0016⟩ Article dans une revue hal-03939575v1
Selectivity Estimation with Attribute Value Dependencies Using Linked Bayesian Networks Max Halford,Philippe Saint-Pierre,Franck Morvan Lecture Notes in Computer Science, 2020, Transactions on Large-Scale Data- and Knowledge-Centered Systems XLVI, 12410, pp.154-188. ⟨10.1007/978-3-662-62386-2_6⟩ Article dans une revue hal-03116610v1
The IL-4 rs2070874 polymorphism may be associated with the severity of recurrent viral-induced wheeze Flore Amat,Malek Louha,Marta Benet,Tamazoust Guiddir,Mélisande Bourgoin-Hecket al. Pediatric Pulmonology, 2017, 52 (11), pp.1435-1442 Article dans une revue hal-01979830v1
Modelling dynamic change of malaria transmission in holoendemic setting (Dielmo, Senegal) using longitudinal measures of antibody prevalence to Plasmodium falciparum crude schizonts extract Oumy Niass,Philippe Saint-Pierre,Makhtar Niang,Fode Diop,Babacar Dioufet al. Malaria Journal, 2017, 16 (1), pp.409. ⟨10.1186/s12936-017-2052-0⟩ Article dans une revue hal-01979829v1
Correlation and variable importance in random forests Baptiste Gregorutti,Bertrand Michel,Philippe Saint-Pierre Statistics and Computing, 2017, 27 (3), pp.659 - 678. ⟨10.1007/s11222-016-9646-1⟩ Article dans une revue hal-01935918v1
Neutrophilic Steroid-Refractory Recurrent Wheeze and Eosinophilic Steroid-Refractory Asthma in Children Tamazoust Guiddir,Philippe Saint-Pierre,Elsa Purenne-Denis,Nathalie Lambert,Yacine Laoudiet al. Journal of Allergy and Clinical Immunology: In Practice, 2017, ⟨10.1016/j.jaip.2017.02.003⟩ Article dans une revue hal-01511148v1
Control of asthma by omalizumab: the role of CD4(+) Foxp3(+) regulatory T cells. Flore Amat,Pauline Tallon,Anne Perrine Foray,Bénédicte Michaud,Nathalie Lambertet al. Clinical and Experimental Allergy, 2016, Epub ahead of print. ⟨10.1111/cea.12839⟩ Article dans une revue istex inserm-01404099v1
Multi-state models and cost-effectiveness analysis Philippe Saint-Pierre Journal de gestion et d’économie médicales, 2016, 34 (2), pp.133 Article dans une revue hal-01979835v1
Early-Onset Atopic Dermatitis in Children: Which Are the Phenotypes at Risk of Asthma? Results from the ORCA Cohort Flore Amat,Philippe Saint-Pierre,Emmanuelle Bourrat,Ariane Nemni,Rémy Coudercet al. PLoS ONE, 2015, 10 (6), pp.e0131369. ⟨10.1371/journal.pone.0131369⟩ Article dans une revue hal-01230841v1
Grouped variable importance with random forests and application to multiple functional data analysis Baptiste Gregorutti,Bertrand Michel,Philippe Saint-Pierre Computational Statistics and Data Analysis, 2015, 90, pp.15 - 35. ⟨10.1016/j.csda.2015.04.002⟩ Article dans une revue hal-01935926v1
SemiMarkov: An R Package for Parametric Estimation in Multi-State Semi-Markov Models Agnieszka Listwon,Philippe Saint-Pierre Journal of Statistical Software, 2015, 66 (6), pp.784. ⟨10.18637/jss.v066.i06⟩ Article dans une revue hal-00860244v1
Determinants of Allergic Rhinitis in Young Children with Asthma Lise Moussu,Philippe Saint-Pierre,Virginie Panayotopoulos,Rémy Couderc,Flore Amatet al. PLoS ONE, 2014, 9 (5), pp.e97236. ⟨10.1371/journal.pone.0097236⟩ Article dans une revue hal-01368345v1
Childhood Allergic Asthma Is Not a Single Phenotype Jocelyne Just,Philippe Saint-Pierre,Rahelé Gouvis-Echraghi,Yacine Laoudi,Layde Roufaiet al. The Journal of Pediatrics, 2014, 164 (4), pp.815-820 Article dans une revue hal-01979841v1
Wheeze phenotypes in young children have different courses during the preschool period Jocelyne Just,Philippe Saint-Pierre,Rahelé Gouvis-Echraghi,Bernard Boutin,Virginie Panayotopouloset al. Annals of Allergy, Asthma and Immunology, 2013, 111 (4), pp.256-261.e1 Article dans une revue hal-01979842v1
Exhaled nitric oxide measurement confirms 2 severe wheeze phenotypes in young children from the Trousseau Asthma Program Rahelé Gouvis-Echraghi,Philippe Saint-Pierre,Amir-Abbas Besharaty,Agnès Bernard,Jocelyne Just Journal of Allergy and Clinical Immunology, 2012, 130 (4), pp.1005-1007.e1 Article dans une revue hal-01979850v1
Novel severe wheezy young children phenotypes: Boys atopic multiple-trigger and girls nonatopic uncontrolled wheeze Jocelyne Just,Rahelé Gouvis-Echraghi,Rémy Couderc,Nathalie Guillemot-Lambert,Philippe Saint-Pierre Journal of Allergy and Clinical Immunology, 2012, 130 (1), pp.103-110.e8 Article dans une revue hal-01979848v1
Estimateur de la fonction de répartition bivariée avec censures à droite et à gauche Agathe Guilloux,Philippe Saint-Pierre Annales de l'ISUP, 2008, LII (1-2), pp.157-164 Article dans une revue hal-03633194v1
A Semi-Markov Model Based on Generalized Weibull Distribution with an Illustration for HIV Disease Yohann Foucher,Eve Mathieu,Philippe Saint-Pierre,Jean-François Durand,Jean-Pierre Daurès Biometrical Journal, 2005, 47 (6), pp.825-833. ⟨10.1002/bimj.200410170⟩ Article dans une revue istex hal-01979846v1

Communication dans un congrès (2)

An Approach Based on Bayesian Networks for Query Selectivity Estimation Max Halford,Philippe Saint-Pierre,Franck Morvan 24th International Conference on Database Systems for Advanced Applications (DASFAA 2019), Apr 2019, Chiang Mai, Thailand. pp.3-19 Communication dans un congrès hal-02493882v1
Fonction de survie bivariée de variables censurées à droite et à gauche Philippe Saint-Pierre,Agathe Guilloux 41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France Communication dans un congrès inria-00386760v1

Poster de conférence (1)

Classification of the evolutionary trajectories of cognitive functions Céline Bougel,Sébastien Déjean,Caroline Giulioli,Philippe Saint-Pierre,Nicolas Savyet al. Journées Ouvertes Biologie, Informatique et Mathématiques (JOBIM), Jul 2019, Nantes (44000), France Poster de conférence hal-04315774v1

Chapitre d'ouvrage (1)

Non-Parametric Estimation of Linear Functionals of a Multivariate Distribution Under Multivariate Censoring with Applications Olivier Lopez,Philippe Saint-Pierre Statistical Models and Methods for Reliability and Survival Analysis, John Wiley & Sons, Inc., pp.253-266, 2014 Chapitre d'ouvrage hal-01979840v1

Pré-publication, Document de travail (7)

How can methods for classifying and clustering trajectories be used for prevention trials? An example in Alzheimer's disease area Céline Bougel,Sébastien Déjean,Caroline Giulioli,Philippe Saint-Pierre,Nicolas Savyet al. 2025 Pré-publication, Document de travail (preprint/prepublication) hal-05313458v1
A multi-objective model search algorithm for linear regression Anas Mifrani,Philippe Saint-Pierre,Nicolas Savy 2026 Pré-publication, Document de travail (preprint/prepublication) hal-04101559v2
Detecting and modeling worst-case dependence structures between random inputs of computational reliability models Nazih Benoumechiara,Bertrand Michel,Philippe Saint-Pierre,Nicolas Bousquet 2018 Pré-publication, Document de travail hal-01779484v1
Grouped variable importance with random forests and application to multiple functional data analysis Baptiste Gregorutti,Bertrand Michel,Philippe Saint-Pierre 2015 Pré-publication, Document de travail hal-01084301v2
Correlation and variable importance in random forests Baptiste Gregorutti,Bertrand Michel,Philippe Saint-Pierre 2013 Pré-publication, Document de travail hal-00879978v1
A simplified model for studying bivariate mortality under right-censoring Svetlana Gribkova,Olivier Lopez,Philippe Saint-Pierre 2012 Pré-publication, Document de travail hal-00683483v1
Bivariate censored regression relying on a new estimator of the joint distribution function Olivier Lopez,Philippe Saint-Pierre 2011 Pré-publication, Document de travail hal-00584379v1

Thèse (1)

Modèles multi-états de type Markovien et application à l'asthme Philippe Saint-Pierre Sciences du Vivant [q-bio]. Université Montpellier I, 2005. Français. ⟨NNT : ⟩ Thèse tel-00010146v1