Fouad Badran

发表

Categorical Topological Map

Mustapha Lebbah, Christian Chabanon, Fouad Badran, 2002, ICANN.

A Topological Hierarchical Clustering: Application to Ocean Color Classification

Fouad Badran, Sylvie Thiria, Méziane Yacoub, 2001, ICANN.

Neural network wind retrieval from ERS-1 scatterometer data

Fouad Badran, Sylvie Thiria, P. Richaume, 2000, Neurocomputing.

Topological map for binary data

Mustapha Lebbah, Fouad Badran, Sylvie Thiria, 2000, ESANN.

PROFHMM_UNC: Introducing a Priori Knowledge for Completing Missing Values of Multidimensional Time-Series

Fouad Badran, Sylvie Thiria, Anastase Alexandre Charantonis, 2014 .

YAO: A Software for Variational Data Assimilation Using Numerical Models

Fouad Badran, Sylvie Thiria, Luigi Nardi, 2009, ICCSA.

Soft Subpace clustering pour données multiblocsbasée sur les cartes topologiques auto-organiséesSOM : 2S-SOM

Fouad Badran, Corinne Mandin, Mory Ouattara, 2013 .

Une approche basée sur STATIS pour la fusion de cartes topologiques auto-organisées

Fouad Badran, Ndeye Niang, Corinne Mandin, 2014, EGC.

Neural network clusters and cellular automata for the detection and classification of overlapping transient signals on radio astronomy spectrograms from spacecraft

Fouad Badran, Sylvie Thiria, A. Lecacheux, 1996, Proceedings of Third International Symposium on Time-Frequency and Time-Scale Analysis (TFTS-96).

A Neural Network Approach for Wind Retrieval from the ERS-1 Scatterometer Data

Fouad Badran, Sylvie Thiria, Michel Crépon, 2000 .

Automatic neural classification of ocean colour reflectance spectra at the top of the atmosphere with introduction of expert knowledge

Fouad Badran, Sylvie Thiria, A. Niang, 2003 .

Classification Rejection by Prediction

Fouad Badran, Sylvie Thiria, A. Lecacheux, 1996, ICANN.

Retrieving the evolution of vertical profiles of Chlorophyll-a from satellite observations using Hidden Markov Models and Self-Organizing Topological Maps

Fouad Badran, Sylvie Thiria, Anastase Alexandre Charantonis, 2015 .

Regression by Topological Map: Application on Real Data

Fouad Badran, Sylvie Thiria, H. de Lassus, 1996, ICANN.

Remote sensing operations

Fouad Badran, Sylvie Thiria, Michel Crépon, 1995, Int. J. Neural Syst..

A general formulation ofnon-linear least square regression using multi-layered perceptrons

Fouad Badran, Sylvie Thiria, Y. St phan, 2000 .

Probabilistic self organized map - application to classification

Fouad Badran, Sylvie Thiria, Fatiha Anouar, 1997, The European Symposium on Artificial Neural Networks.

Validation of model simulations with respect to in situ observations by the use of probabilistic estimations

Fouad Badran, Sylvie Thiria, Julien Brajard, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Rain rate retrieval by processing the observations of the 85V and 85H GHz channels of the SSM/I and TMI passive microwave sensors

Fouad Badran, Sylvie Thiria, Michel Crépon, 2009, 2009 International Joint Conference on Neural Networks.

Multimodular Architecture fir Remote Sensing Options

Fouad Badran, Sylvie Thiria, Michel Crépon, 1991, Neural Information Processing Systems.

Visualization and classification with categorical topological map

Mustapha Lebbah, Fouad Badran, Sylvie Thiria, 2004, The European Symposium on Artificial Neural Networks.

Neural selection of the optimal optical signature for a rapid characterization of a submicrometer period grating

Fouad Badran, Sylvie Thiria, Méziane Yacoub, 2004 .

Neural Network Smoothing in Correlated Time Series Context

Fouad Badran, Sylvie Thiria, 1997, Neural Networks.

Mixed Topological Map

Mustapha Lebbah, Fouad Badran, Sylvie Thiria, 2005, ESANN.

Clustering and Classification Based on Expert Knowledge Propagation Using a Probabilistic Self-Organizing Map: Application to Geophysics

Fouad Badran, Sylvie Thiria, Meziane Yacoub, 2000 .

Construction of Multi-Year Time-Series Profiles of Suspended Particulate Inorganic Matter Concentrations Using Machine Learning Approach

Fouad Badran, Sylvie Thiria, Nicolas Guillou, 2017, Remote Sensing.

Empirical transfer function determination by the use of multilayer perceptron

Fouad Badran, Sylvie Thiria, N. Tran, 2000, Neurocomputing.

Introduction de dates échues dans l'analyse PERT-coût

Fouad Badran, 1990 .

YAO: A Generator of Parallel Code for Variational Data Assimilation Applications

Fouad Badran, Sylvie Thiria, Luigi Nardi, 2012, 2012 IEEE 14th International Conference on High Performance Computing and Communication & 2012 IEEE 9th International Conference on Embedded Software and Systems.

Hidden Markov Models: a data assimilation-like approach for Geosciences

Fouad Badran, Sylvie Thiria, Anastase Alexandre Charantonis, 2014 .

COMBINING VECTOR QUANTIZATION AND NEURAL APPROACH FOR TOPEX-POSEIDON WIND RETRIEVAL

Fouad Badran, Sylvie Thiria, H. de Lassus, 1998 .

2S-SOM : une méthode de soft-subspace clustering pour données multi-blocs basée sur les cartes topologiques auto-organisées

Fouad Badran, Ndeye Niang, Corinne Mandin, 2014, Fouille de données complexes.

Probabilistic self-organizing map and radial basis function networks

Fouad Badran, Sylvie Thiria, Fatiha Anouar, 1998, Neurocomputing.

Neural Network approach for multiphase hydrodynamic simulation

Fouad Badran, Sylvie Thiria, V. Henriot, 2003 .

Application of multilayered neural networks to ocean acoustic tomography inversions

Fouad Badran, Sylvie Thiria, Yann Stephan, 1996 .

A method to de-alias the scatterometer wind field: a real world application

Fouad Badran, Sylvie Thiria, M. Crepon, 1989, NATO Neurocomputing.

Variational inversion in NEMO using a modular graph approach.

Fouad Badran, Sylvie Thiria, Julien Brajard, 2013 .

Automatic generation of parallel and coherent code using the YAO variational data assimilation framework

Fouad Badran, Sylvie Thiria, Luigi Nardi, 2016 .

Hierarchical clustering of self-organizing maps for cloud classification

Fouad Badran, Sylvie Thiria, Christophe Ambroise, 2000, Neurocomputing.

Multimodular Architecture for Remote Sensing Operations.

Fouad Badran, Sylvie Thiria, Michel Crépon, 1991, NIPS 1991.

An Observing System Simulation Experiment (OSSE) in Deriving Suspended Sediment Concentrations in the Ocean From MTG/FCI Satellite Sensor

Fouad Badran, Sylvie Thiria, Nicolas Guillou, 2020, IEEE Transactions on Geoscience and Remote Sensing.

A New Hierarchical Clustering Method using Topological Map

Fouad Badran, Sylvie Thiria, Méziane Yacoub, 2001 .

Recognition of diffraction-grating profile using a neural network classifier in optical scatterometry.

Fouad Badran, Sylvie Thiria, Jean Jacques Rousseau, 2008, Journal of the Optical Society of America. A, Optics, image science, and vision.

Variational assimilation of land surface temperature within the ORCHIDEE Land Surface Model Version 1.2.6

Fouad Badran, Sylvie Thiria, Catherine Ottlé, 2016 .

Improving the parameters of a global ocean biogeochemical model via variational assimilation of in situ data at five time series stations

Fouad Badran, Sylvie Thiria, Michel Crépon, 2011 .

Probabilistic Topological Map and Binary data

Christian Chabanon, Fouad Badran, Sylvie Thiria, 2001 .

Retrieval of aerosol type and optical thickness over the Mediterranean from SeaWiFS images using an automatic neural classification method

Fouad Badran, Sylvie Thiria, Michel Crépon, 2006 .