A method to de-alias the scatterometer wind field: a real world application. - Fouad Badran; Sylvie Thiria; Michel Crépon (NATO Neurocomputing, 1989)

Multimodular Architecture fir Remote Sensing Options. - Sylvie Thiria; Carlos Mejia; Fouad Badran; Michel Crépon (NIPS, 1991)

On the relations between discriminant analysis and multilayer perceptrons. - Patrick Gallinari; Sylvie Thiria; Fouad Badran; Françoise Fogelman-Soulié (Neural Networks, 1991)

Remote sensing operations. - Fouad Badran; Carlos Mejia; Sylvie Thiria; Michel Crépon (Int. J. Neural Syst., 1995)

Topological Maps for Mixture Densities. - Fatiha Anouar; Fouad Badran; Sylvie Thiria (ICANN, 1996)

Regression by Topological Map: Application on Real Data. - P. Daigremont; Hubert de Lassus; Fouad Badran; Sylvie Thiria (ICANN, 1996)

Classification Rejection by Prediction. - Hubert de Lassus; P. Daigremont; Fouad Badran; Sylvie Thiria; A. Lecacheux (ICANN, 1996)

Probabilistic self organized map - application to classification. - Fatiha Anouar; Fouad Badran; Sylvie Thiria (ESANN, 1997)

Neural Network Smoothing in Correlated Time Series Context. - Fouad Badran; Sylvie Thiria (Neural Networks, 1997)

Probabilistic self-organizing map and radial basis function networks. - Fatiha Anouar; Fouad Badran; Sylvie Thiria (Neurocomputing, 1998)

Topological map for binary data. - Mustapha Lebbah; Fouad Badran; Sylvie Thiria (ESANN, 2000)

Hierarchical clustering of self-organizing maps for cloud classification. - Christophe Ambroise; Geniève Sèze; Fouad Badran; Sylvie Thiria (Neurocomputing, 2000)

Empirical transfer function determination by the use of multilayer perceptron. - Fouad Badran; Michel Crépon; Carlos Mejia; Sylvie Thiria; Ngan Tran (Neurocomputing, 2000)

Neural network wind retrieval from ERS-1 scatterometer data. - Philippe Richaume; Fouad Badran; Michel Crépon; Carlos Mejia; H. Roquet; Sylvie Thiria (Neurocomputing, 2000)

A Topological Hierarchical Clustering: Application to Ocean Color Classification. - Méziane Yacoub; Fouad Badran; Sylvie Thiria (ICANN, 2001)

Categorical Topological Map. - Mustapha Lebbah; Christian Chabanon; Fouad Badran; Sylvie Thiria (ICANN, 2002)

Visualization and classification with categorical topological map. - Mustapha Lebbah; Fouad Badran; Sylvie Thiria (ESANN, 2004)

Mixed Topological Map. - Mustapha Lebbah; Aymeric Chazottes; Fouad Badran; Sylvie Thiria (ESANN, 2005)

Validation of model simulations with respect to in situ observations by the use of probabilistic estimations. - Julien Brajard; Fouad Badran; Michel Crépon; Sylvie Thiria (IJCNN, 2008)

YAO: A Software for Variational Data Assimilation Using Numerical Models. - Luigi Nardi; Charles Sorror; Fouad Badran; Sylvie Thiria (ICCSA (2), 2009)

Rain rate retrieval by processing the observations of the 85V and 85H GHz channels of the SSM/I and TMI passive microwave sensors. - Miguel Perez Chavariar; Carlos Mejia; Cécile Mallet; Michel Crépon; Fouad Badran; Sylvie Thiria (IJCNN, 2009)

YAO: A Generator of Parallel Code for Variational Data Assimilation Applications. - Luigi Nardi; Fouad Badran; Pierre Fortin 001; Sylvie Thiria (HPCC-ICESS, 2012)

2S-SOM : une méthode de soft-subspace clustering pour données multi-blocs basée sur les cartes topologiques auto-organisées. - Mory Ouattara; Ndèye Niang; Fouad Badran; Corinne Mandin (Fouille de données complexes, 2014)

Une approche basée sur STATIS pour la fusion de cartes topologiques auto-organisées. - Mory Ouattara; Ndèye Niang; Rania Gasri; Fouad Badran; Corinne Mandin (EGC, 2014)

Construction of Multi-Year Time-Series Profiles of Suspended Particulate Inorganic Matter Concentrations Using Machine Learning Approach. - Pannimpullath Remanan Renosh; Frédéric Jourdin; Anastase Alexandre Charantonis; Khalil Yala; Aurélie Rivier; Fouad Badran; Sylvie Thiria; Nicolas Guillou; Fabien Leckler; Francis Gohin; Thierry Garlan (Remote. Sens., 2017)

An Observing System Simulation Experiment (OSSE) in Deriving Suspended Sediment Concentrations in the Ocean From MTG/FCI Satellite Sensor. - Frédéric Jourdin; Pannimpullath Remanan Renosh; Anastase Alexander Charantonis; Nicolas Guillou; Sylvie Thiria; Fouad Badran; Thierry Garlan (IEEE Trans. Geosci. Remote. Sens., 2021)