Frédéric Ferraty

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 5

Top Topics

High Dimensionality

Feature Selection

Top Venues

Comput. Stat. Data Anal.

Publications

Jeng-Min Chiou, Frédéric Ferraty, Jeff Goldsmith, Debashis Paul, Jian Qing Shi
Editorial for the 2nd special issue on high-dimensional and functional data analysis. Comput. Stat. Data Anal. 184 (2023)
Stanislav Nagy, Frédéric Ferraty
Data depth for measurable noisy random functions. J. Multivar. Anal. 170 (2019)
Frédéric Ferraty, Piotr Kokoszka, Jane-Ling Wang, Yichao Wu
Editorial for the special issue on High-dimensional and functional data analysis. Comput. Stat. Data Anal. 131 (2019)
Mathieu Fauvel, Clément Dechesne, Anthony Zullo, Frédéric Ferraty
Fast Forward Feature Selection of Hyperspectral Images for Classification With Gaussian Mixture Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Mathieu Fauvel, Clément Dechesne, Anthony Zullo, Frédéric Ferraty
Fast forward feature selection for the nonlinear classification of hyperspectral images. CoRR (2015)
Anthony Zullo, Mathieu Fauvel, Frédéric Ferraty, Michel Goulard, Philippe Vieu
Non-parametric functional methods for hyperspectral image classification. IGARSS (2014)
Mathieu Fauvel, Anthony Zullo, Frédéric Ferraty
Nonlinear parsimonious feature selection for the classification of hyperspectral images. WHISPERS (2014)
Frédéric Ferraty, Ingrid Van Keilegom, Philippe Vieu
Regression when both response and predictor are functions. J. Multivar. Anal. 109 (2012)
Frédéric Ferraty, Philippe Vieu
Richesse et complexité des données fonctionnelles. Monde des Util. Anal. Données 43 (2011)
Laurent Delsol, Frédéric Ferraty, Philippe Vieu
Structural test in regression on functional variables. J. Multivar. Anal. 102 (3) (2011)
Frédéric Ferraty
High-dimensional data: a fascinating statistical challenge. J. Multivar. Anal. 101 (2) (2010)
Frédéric Ferraty, Philippe Vieu
Additive prediction and boosting for functional data. Comput. Stat. Data Anal. 53 (4) (2009)
Sophie Dabo-Niang, Frédéric Ferraty, Philippe Vieu
On the using of modal curves for radar waveforms classification. Comput. Stat. Data Anal. 51 (10) (2007)
Frédéric Ferraty, Philippe Vieu, Sylvie Viguier-Pla
Factor-based comparison of groups of curves. Comput. Stat. Data Anal. 51 (10) (2007)
K. Benhenni, Frédéric Ferraty, Mustapha Rachdi, Philippe Vieu
Local smoothing regression with functional data. Comput. Stat. 22 (3) (2007)
Nathalie Villa, Martin Paegelow, María Teresa Camacho Olmedo, Laurence Cornez, Frédéric Ferraty, Louis Ferré, Pascal Sarda
Various Approaches for Predicting Land Cover in Mountain Areas. Commun. Stat. Simul. Comput. 36 (1) (2007)
Frédéric Ferraty, Philippe Vieu
Curves discrimination: a nonparametric functional approach. Comput. Stat. Data Anal. 44 (1-2) (2003)
Frédéric Ferraty, Philippe Vieu
The Functional Nonparametric Model and Application to Spectrometric Data. Comput. Stat. 17 (4) (2002)