Un exemple d'application de l'analyse multivariate. (An example of application of the multivariate analysis). - Anestis Antoniadis (1975)

Etude de certains problèmes de décision dans les structures statistiques Gaussiennes infinidimensionnelles. - Anestis Antoniadis (1983)

Kernel Estimation in Change-Point Hazard Rate Models. - Anestis Antoniadis; G. Grégoire (Curves and Surfaces, 1991)

Adaptive wavelet series estimation in separable nonparametric regression models. - Umberto Amato; Anestis Antoniadis (Stat. Comput., 2001)

Effective dimension reduction methods for tumor classification using gene expression data. - Anestis Antoniadis; Sophie Lambert-Lacroix; Frédérique Leblanc (Bioinform., 2003)

Optimal Testing in a Fixed-Effects Functional Analysis of Variance Model. - Felix Abramovich; Anestis Antoniadis; Theofanis Sapatinas; Brani Vidakovic (Int. J. Wavelets Multiresolution Inf. Process., 2004)

Representation of images for classification with independent features. - Hervé Le Borgne; Anne Guérin-Dugué; Anestis Antoniadis (Pattern Recognit. Lett., 2004)

Dimension reduction in functional regression with applications. - Umberto Amato; Anestis Antoniadis; Italia De Feis (Comput. Stat. Data Anal., 2006)

Wavelet kernel penalized estimation for non-equispaced design regression. - Umberto Amato; Anestis Antoniadis; Marianna Pensky (Stat. Comput., 2006)

Curvelet-Based Snake for Multiscale Detection and Tracking of Geophysical Fluids. - Jianwei Ma; Anestis Antoniadis; François-Xavier Le Dimet (IEEE Trans. Geosci. Remote. Sens., 2006)

Estimation and inference in functional mixed-effects models. - Anestis Antoniadis; Theofanis Sapatinas (Comput. Stat. Data Anal., 2007)

A flexible framework for sparse simultaneous component based data integration. - Katrijn Van Deun; Tom F. Wilderjans; Robert A. van den Berg; Anestis Antoniadis; Iven Van Mechelen (BMC Bioinform., 2011)

A sparse version of the ridge logistic regression for large-scale text categorization. - Sujeevan Aseervatham; Anestis Antoniadis; Éric Gaussier; Michel Burlet; Yves Denneulin (Pattern Recognit. Lett., 2011)

Logistic Regression and Text Classification. - Sujeevan Aseervatham; Éric Gaussier; Anestis Antoniadis; Michel Burlet; Yves Denneulin (Textual Information Access: Statistical Models, 2012)

Modeling of computer experiments for uncertainty propagation and sensitivity analysis. - Anestis Antoniadis; Alberto Pasanisi (Stat. Comput., 2012)

Variable Selection in Additive Models Using P-Splines. - Anestis Antoniadis; Irène Gijbels; Anneleen Verhasselt (Technometrics, 2012)

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

Statistical Classification for Assessing PRISMA Hyperspectral Potential for Agricultural Land Use. - Umberto Amato; Anestis Antoniadis; Maria Francesca Carfora; Paolo Colandrea; Vincenzo Cuomo; Monica Franzese; Stefano Pignatti; Carmine Serio (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2013)

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)

Additive model selection. - Umberto Amato; Anestis Antoniadis; Italia De Feis (Stat. Methods Appl., 2016)

Cloud Detection: An Assessment Study from the ESA Round Robin Exercise for PROBA-V. - Umberto Amato; Anestis Antoniadis; Maria Francesca Carfora (Sensors, 2020)

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

Penalized wavelet estimation and robust denoising for irregular spaced data. - Umberto Amato; Anestis Antoniadis; Italia De Feis; Irène Gijbels (Comput. Stat., 2022)

Wavelet-based robust estimation and variable selection in nonparametric additive models. - Umberto Amato; Anestis Antoniadis; Italia De Feis; Irène Gijbels (Stat. Comput., 2022)

Predictive Maintenance of Pins in the ECD Equipment for Cu Deposition in the Semiconductor Industry. - Umberto Amato; Anestis Antoniadis; Italia De Feis; Domenico Fazio; Caterina Genua; Irène Gijbels; Donatella Granata; Antonino La Magna; Daniele Pagano; Gabriele Tochino; Patrizia Vasquez (Sensors, 2023)