Testing Linearity for NARX Models. - Jean-Michel Poggi; Bruno Portier (Eur. J. Control, 1998)

Nonlinear Adaptive Tracking Using Kernel Estimators: Estimation and Test for Linearity. - Jean-Michel Poggi; Bruno Portier (SIAM J. Control. Optim., 2000)

Multivariate denoising using wavelets and principal component analysis. - Mina Aminghafari; Nathalie Cheze; Jean-Michel Poggi (Comput. Stat. Data Anal., 2006)

Boosting and instability for regression trees. - Servane Gey; Jean-Michel Poggi (Comput. Stat. Data Anal., 2006)

Iterated Boosting for Outlier Detection. - Nathalie Cheze; Jean-Michel Poggi (Data Science and Classification, 2006)

Clustering Signals Using Wavelets. - Michel Misiti; Yves Misiti; Georges Oppenheim; Jean-Michel Poggi (IWANN, 2007)

Forecasting Time Series Using Wavelets. - Mina Aminghafari; Jean-Michel Poggi (Int. J. Wavelets Multiresolution Inf. Process., 2007)

Variable selection using random forests. - Robin Genuer; Jean-Michel Poggi; Christine Tuleau-Malot (Pattern Recognit. Lett., 2010)

Trend Extraction for seasonal Time Series Using Ensemble Empirical Mode Decomposition. - Farouk Mhamdi; Jean-Michel Poggi; Meriem Jaïdane (Adv. Data Sci. Adapt. Anal., 2011)

Clustering Functional Data using Wavelets. - Anestis Antoniadis; Xavier Brossat; Jairo Cugliari; Jean-Michel Poggi (Int. J. Wavelets Multiresolution Inf. Process., 2013)

Influence Measures for CART Classification Trees. - Avner Bar-Hen; Servane Gey; Jean-Michel Poggi (J. Classif., 2015)

VSURF: An R Package for Variable Selection Using Random Forests. - Robin Genuer; Jean-Michel Poggi; Christine Tuleau-Malot (R J., 2015)

Discussion of "Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan". - Anestis Antoniadis; Jean-Michel Poggi (Stat. Methods Appl., 2015)

Influence measures and stability for graphical models. - Avner Bar-Hen; Jean-Michel Poggi (J. Multivar. Anal., 2016)

Random Forests for Big Data. - Robin Genuer; Jean-Michel Poggi; Christine Tuleau-Malot; Nathalie Villa-Vialaneix (Big Data Res., 2017)

AffectiveROAD system and database to assess driver's attention. - Neska El Haouij; Jean-Michel Poggi; Sylvie Sevestre-Ghalila; Raja Ghozi; Mériem Jaïdane (SAC, 2018)

The ENBIS-17 Quality and Reliability Engineering International Special Issue. - Kristina Krebs; Jean-Michel Poggi (Qual. Reliab. Eng. Int., 2018)

Self-similarity analysis of vehicle driver's electrodermal activity. - Neska El Haouij; Raja Ghozi; Jean-Michel Poggi; Sylvie Sevestre-Ghalila; Mériem Jaïdane (Qual. Reliab. Eng. Int., 2019)

Random forest-based approach for physiological functional variable selection for driver's stress level classification. - Neska El Haouij; Jean-Michel Poggi; Raja Ghozi; Sylvie Sevestre-Ghalila; Mériem Jaïdane (Stat. Methods Appl., 2019)

Aggregation of Multi-Scale Experts for Bottom-Up Load Forecasting. - Benjamin Goehry; Yannig Goude; Pascal Massart; Jean-Michel Poggi (IEEE Trans. Smart Grid, 2020)

A review of electric vehicle charging session open data: Poster. - Yvenn Amara-Ouali; Pascal Massart; Jean-Michel Poggi; Yannig Goude; Hui Yan (e-Energy, 2021)

Spatial CART classification trees. - Avner Bar-Hen; Servane Gey; Jean-Michel Poggi (Comput. Stat., 2021)

Random forests for global sensitivity analysis: A selective review. - Anestis Antoniadis; Sophie Lambert-Lacroix; Jean-Michel Poggi (Reliab. Eng. Syst. Saf., 2021)

Conformal Prediction for Hierarchical Data. - Guillaume Principato; Yvenn Amara-Ouali; Yannig Goude; Bachir Hamrouche; Jean-Michel Poggi; Gilles Stoltz (CoRR, 2024)

Boosting diversity in regression ensembles. - Mathias Bourel; Jairo Cugliari; Yannig Goude; Jean-Michel Poggi (Stat. Anal. Data Min., 2024)

An analytic journey in an industrial classification problem: How to use models to sharpen your questions. - Ron S. Kenett; Chris Gotwalt; Jean-Michel Poggi (Qual. Reliab. Eng. Int., 2024)