The Functional Nonparametric Model and Application to Spectrometric Data. - Frédéric Ferraty; Philippe Vieu (Comput. Stat., 2002)

Curves discrimination: a nonparametric functional approach. - Frédéric Ferraty; Philippe Vieu (Comput. Stat. Data Anal., 2003)

On the using of modal curves for radar waveforms classification. - Sophie Dabo-Niang; Frédéric Ferraty; Philippe Vieu (Comput. Stat. Data Anal., 2007)

Factor-based comparison of groups of curves. - Frédéric Ferraty; Philippe Vieu; Sylvie Viguier-Pla (Comput. Stat. Data Anal., 2007)

Various Approaches for Predicting Land Cover in Mountain Areas. - Nathalie Villa; Martin Paegelow; María Teresa Camacho Olmedo; Laurence Cornez; Frédéric Ferraty; Louis Ferré; Pascal Sarda (Commun. Stat. Simul. Comput., 2007)

Local smoothing regression with functional data. - Karim Benhenni; Frédéric Ferraty; Mustapha Rachdi; Philippe Vieu (Comput. Stat., 2007)

Additive prediction and boosting for functional data. - Frédéric Ferraty; Philippe Vieu (Comput. Stat. Data Anal., 2009)

High-dimensional data: a fascinating statistical challenge. - Frédéric Ferraty (J. Multivar. Anal., 2010)

Structural test in regression on functional variables. - Laurent Delsol; Frédéric Ferraty; Philippe Vieu (J. Multivar. Anal., 2011)

Richesse et complexité des données fonctionnelles. - Frédéric Ferraty; Philippe Vieu (Monde des Util. Anal. Données, 2011)

Regression when both response and predictor are functions. - Frédéric Ferraty; Ingrid Van Keilegom; Philippe Vieu (J. Multivar. Anal., 2012)

Non-parametric functional methods for hyperspectral image classification. - Anthony Zullo; Mathieu Fauvel; Frédéric Ferraty; Michel Goulard; Philippe Vieu (IGARSS, 2014)

Nonlinear parsimonious feature selection for the classification of hyperspectral images. - Mathieu Fauvel; Anthony Zullo; Frédéric Ferraty (WHISPERS, 2014)

Fast forward feature selection for the nonlinear classification of hyperspectral images. - Mathieu Fauvel; Clément Dechesne; Anthony Zullo; Frédéric Ferraty (CoRR, 2015)

Fast Forward Feature Selection of Hyperspectral Images for Classification With Gaussian Mixture Models. - Mathieu Fauvel; Clément Dechesne; Anthony Zullo; Frédéric Ferraty (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Editorial for the special issue on High-dimensional and functional data analysis. - Frédéric Ferraty; Piotr Kokoszka; Jane-Ling Wang; Yichao Wu (Comput. Stat. Data Anal., 2019)

Data depth for measurable noisy random functions. - Stanislav Nagy; Frédéric Ferraty (J. Multivar. Anal., 2019)

Editorial for the 2nd special issue on high-dimensional and functional data analysis. - Jeng-Min Chiou; Frédéric Ferraty; Jeff Goldsmith; Debashis Paul; Jian Qing Shi (Comput. Stat. Data Anal., 2023)