Frédéric Ferraty

According to our database, Frédéric Ferraty authored at least 18 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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., August, 2023

2019

Data depth for measurable noisy random functions.

Stanislav Nagy, Frédéric Ferraty

J. Multivar. Anal., 2019

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

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

Fast forward feature selection for the nonlinear classification of hyperspectral images.

Mathieu Fauvel, Clément Dechesne, Anthony Zullo, Frédéric Ferraty

CoRR, 2015

2014

Nonlinear parsimonious feature selection for the classification of hyperspectral images.

Mathieu Fauvel, Anthony Zullo, Frédéric Ferraty

Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014

Non-parametric functional methods for hyperspectral image classification.

Anthony Zullo, Mathieu Fauvel, Frédéric Ferraty, Michel Goulard, Philippe Vieu

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2012

Regression when both response and predictor are functions.

Frédéric Ferraty, Ingrid Van Keilegom, Philippe Vieu

J. Multivar. Anal., 2012

2011

Richesse et complexité des données fonctionnelles.

Frédéric Ferraty, Philippe Vieu

Monde des Util. Anal. Données, 2011

Structural test in regression on functional variables.

Laurent Delsol, Frédéric Ferraty, Philippe Vieu

J. Multivar. Anal., 2011

2010

High-dimensional data: a fascinating statistical challenge.

Frédéric Ferraty

J. Multivar. Anal., 2010

2009

Additive prediction and boosting for functional data.

Frédéric Ferraty, Philippe Vieu

Comput. Stat. Data Anal., 2009

2007

Local smoothing regression with functional data.

Karim Benhenni, Frédéric Ferraty, Mustapha Rachdi, Philippe Vieu

Comput. Stat., 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

Factor-based comparison of groups of curves.

Frédéric Ferraty, Philippe Vieu, Sylvie Viguier-Pla

Comput. Stat. Data Anal., 2007

On the using of modal curves for radar waveforms classification.

Sophie Dabo-Niang, Frédéric Ferraty, Philippe Vieu

Comput. Stat. Data Anal., 2007

2003

Curves discrimination: a nonparametric functional approach.

Frédéric Ferraty, Philippe Vieu

Comput. Stat. Data Anal., 2003

2002

The Functional Nonparametric Model and Application to Spectrometric Data.

Frédéric Ferraty, Philippe Vieu

Comput. Stat., 2002