F. Badran

发表

A neural network approach for modeling nonlinear transfer functions: Application for wind retrieval from spaceborne scatterometer data

S. Thiria, C. Mejia, F. Badran, 1993 .

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.

Inversion of satellite ocean colour imagery and geoacoustic characterization of seabed properties: Variational data inversion using a semi-automatic adjoint approach

S. Thiria, F. Badran, M. Crépon, 2008 .

YAO: A Software for Variational Data Assimilation Using Numerical Models

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

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

Fouad Badran, Sylvie Thiria, Luigi Nardi, 2016 .

Neural network wind retrieval from ERS‐1 scatterometer data

S. Thiria, C. Mejia, F. Badran, 2000 .

A neural network approach for wind retrieval from the ERS-1 scatterometer data. 1. Determination of the geophysical model function of ERS-1 scatterometer

S. Thiria, F. Badran, M. Crepon, 1994, Proceedings of OCEANS'94.

Wind ambiguity removal by the use of neural network techniques

S. Thiria, F. Badran, M. Crépon, 1991 .

Determination of the geophysical model function of the ERS‐1 scatterometer by the use of neural networks

S. Thiria, C. Mejia, F. Badran, 1998 .

Evolution of floods and stranding hazard by Kohonen Self- Organizing Map classification (Case of Nouakchott, West Africa)

F. Badran, N. Aboudagga, M. Courel, 2005 .

THE EVOLUTION STUDY OF THE NATURAL HAZARD ZONES BY THE KOHONEN SELF-ORGANISING MAP CLASSIFICATION

F. Badran, B. Anselme, M. Courel, 2004 .

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.

Topological Maps for Mixture Densities

S. Thiria, F. Badran, F. Anouar, 1996, ICANN.

Neural network wind retrieval from ERS-1 scatterometer data

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

Reducing false alarm risk in transient signal classification

S. Thiria, F. Badran, P. Daigremont, 1997, Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop.

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

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

Probabilistic self-organizing map and radial basis function networks

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

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.

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 .

Hierarchical clustering of self-organizing maps for cloud classification

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

Application of multilayered neural networks to ocean acoustic tomography inversions

Fouad Badran, Sylvie Thiria, Yann Stephan, 1996 .

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).

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.

On the relations between discriminant analysis and multilayer perceptrons

P. GALLINARI, S. THIRIA, F. BADRAN, 1991, Neural Networks.

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 .

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 .

Determination of the Geophysical Model Function of NSCAT and its corresponding variance by the use of Neural Networks

S. Thiria, C. Mejia, F. Badran, 1999 .

A global optimization method using a random walk on a topological map and local variational inversions

S. Thiria, F. Badran, M. Crépon, 2010 .