Sylvie Thiria

According to our database, Sylvie Thiria authored at least 46 papers between 1988 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations.

Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat, Sylvie Thiria

CoRR, 2023

2021

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

Inversion of Phytoplankton Pigment Vertical Profiles from Satellite Data Using Machine Learning.

Agathe Puissant, Roy El Hourany, Anastase Alexandre Charantonis, Chris Bowler, Sylvie Thiria

Remote. Sens., 2021

2020

A Neural-based Bio-regionalization of the Mediterranean Sea using Satellite and Argo-Float Records.

Roy El Hourany, Carlos Mejia, Ghaleb Faour, Sylvie Thiria, Michel Crépon

Proceedings of the CI 2020: 10th International Conference on Climate Informatics, 2020

2019

Deep Learning based Multiple Regression to Predict Total Column Water Vapor (TCWV) from Physical Parameters in West Africa by using Keras Library.

Daouda Diouf, Awa Niang, Sylvie Thiria

CoRR, 2019

2017

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

2016

Building a Learning Database for the Neural Network Retrieval of Sea Surface Salinity from SMOS Brightness Temperatures.

Adel Ammar, Sylvie Labroue, Estelle Obligis, Michel Crépon, Sylvie Thiria

CoRR, 2016

2015

Completion of a Sparse GLIDER Database Using Multi-iterative Self-Organizing Maps (ITCOMP SOM).

Anastase Alexandre Charantonis, Pierre Testor, Laurent Mortier, Fabrizio D'Ortenzio, Sylvie Thiria

Proceedings of the International Conference on Computational Science, 2015

2014

Neural approach to inverting complex system: Application to ocean salinity profile estimation from surface parameters.

Mbaye Babacar Gueye, Awa Niang, Sabine Arnault, Sylvie Thiria, Michel Crépon

Comput. Geosci., 2014

2012

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

Luigi Nardi, Fouad Badran, Pierre Fortin, Sylvie Thiria

Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

Image reconstruction using an iterative SOM based algorithm.

Manel Jouini, Sylvie Thiria, Michel Crépon

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

Retrieving Aerosol Characteristics from Satellite Ocean Color Multi-spectral Sensors using a Neural-variational Method.

Daouda Diouf, Sylvie Thiria, Awa Niang, Julien Brajard, Michel Crépon

Proceedings of the NCTA 2011, 2011

Inverse Method for the Retrieval of Ocean Vertical Profiles using Self Organizing Maps and Hidden Markov Models - Application on Ocean Colour Satellite Image Inversion.

Anastase Alexandre Charantonis, Julien Brajard, Cyril Moulin, Bardan Fouad, Sylvie Thiria

Proceedings of the NCTA 2011, 2011

2009

Analysis of the Senegalo-Mauritanian upwelling by processing satellite remote sensing observations with topological maps.

Salam Sawadogo, Julien Brajard, Awa Niang, Cyril Lathuiliere, Michel Crépon, Sylvie Thiria

Proceedings of the International Joint Conference on Neural Networks, 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

Proceedings of the International Joint Conference on Neural Networks, 2009

YAO: A Software for Variational Data Assimilation Using Numerical Models.

Luigi Nardi, Charles Sorror, Fouad Badran, Sylvie Thiria

Proceedings of the Computational Science and Its Applications, 2009

2008

Sea Surface Salinity Retrieval for the SMOS Mission Using Neural Networks.

Adel Ammar, Sylvie Labroue, Estelle Obligis, Carlos Mejia, Michel Crépon, Sylvie Thiria

IEEE Trans. Geosci. Remote. Sens., 2008

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

Julien Brajard, Fouad Badran, Michel Crépon, Sylvie Thiria

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

Using SOM to estimate optical inherent properties from remote sensing reflectance.

Aymeric Chazottes, Michel Crépon, Sylvie Thiria

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

Use of a neuro-variational inversion for retrieving oceanic and atmospheric constituents from satellite ocean colour sensor: Application to absorbing aerosols.

Julien Brajard, Cédric Jamet, Cyril Moulin, Sylvie Thiria

Neural Networks, 2006

2005

Atmospheric correction and oceanic constituents retrieval, with a neuro-variational method.

Julien Brajard, Sylvie Thiria, Cédric Jamet, Cyril Moulin

Proceedings of the IEEE International Joint Conference on Neural Networks, 2005

Neural networks to retrieve sea surface salinity from SMOS brightness temperatures.

Estelle Obligis, Sylvie Labroue, Adel Ammar, Sylvie Thiria, Michel Crépon

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2005

Mixed Topological Map.

Mustapha Lebbah, Aymeric Chazottes, Fouad Badran, Sylvie Thiria

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004

Visualization and classification with categorical topological map.

Mustapha Lebbah, Fouad Badran, Sylvie Thiria

Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004

2003

Neuro-variational inversion of ocean color imagery.

Cédric Jamet, Sylvie Thiria, Cyril Moulin, Michel Crépon

Proceedings of the NNSP 2003, 2003

2002

Categorical Topological Map.

Mustapha Lebbah, Christian Chabanon, Fouad Badran, Sylvie Thiria

Proceedings of the Artificial Neural Networks, 2002

2001

A Topological Hierarchical Clustering: Application to Ocean Color Classification.

Méziane Yacoub, Fouad Badran, Sylvie Thiria

Proceedings of the Artificial Neural Networks, 2001

2000

Neural network wind retrieval from ERS-1 scatterometer data.

Philippe Richaume, Fouad Badran, Michel Crépon, Carlos Mejia, H. Roquet, Sylvie Thiria

Neurocomputing, 2000

Use of neural networks for predictions using time series: Illustration with the El Niño Southern oscillation phenomenon.

Olivier Maas, Jean-Philippe Boulanger, Sylvie Thiria

Neurocomputing, 2000

Sea surface temperature forecasts using on-line local learning algorithm in upwelling regions.

Michel de Bollivier, Walter Eifler, 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

Hierarchical clustering of self-organizing maps for cloud classification.

Christophe Ambroise, Geniève Sèze, Fouad Badran, Sylvie Thiria

Neurocomputing, 2000

Topological map for binary data.

Mustapha Lebbah, Fouad Badran, Sylvie Thiria

Proceedings of the 8th European Symposium on Artificial Neural Networks, 2000

1998

Probabilistic self-organizing map and radial basis function networks.

Fatiha Anouar, Fouad Badran, Sylvie Thiria

Neurocomputing, 1998

1997

Neural Network Smoothing in Correlated Time Series Context.

Fouad Badran, Sylvie Thiria

Neural Networks, 1997

Probabilistic self organized map - application to classification.

Fatiha Anouar, Fouad Badran, Sylvie Thiria

Proceedings of the 5th Eurorean Symposium on Artificial Neural Networks, 1997

1996

Classification Rejection by Prediction.

Hubert de Lassus, P. Daigremont, Fouad Badran, Sylvie Thiria, A. Lecacheux

Proceedings of the Artificial Neural Networks, 1996

Regression by Topological Map: Application on Real Data.

P. Daigremont, Hubert de Lassus, Fouad Badran, Sylvie Thiria

Proceedings of the Artificial Neural Networks, 1996

Topological Maps for Mixture Densities.

Fatiha Anouar, Fouad Badran, Sylvie Thiria

Proceedings of the Artificial Neural Networks, 1996

1995

Remote sensing operations.

Fouad Badran, Carlos Mejia, Sylvie Thiria, Michel Crépon

Int. J. Neural Syst., 1995

1991

On the relations between discriminant analysis and multilayer perceptrons.

Patrick Gallinari, Sylvie Thiria, Fouad Badran, Françoise Fogelman-Soulié

Neural Networks, 1991

Multimodular Architecture fir Remote Sensing Options.

Sylvie Thiria, Carlos Mejia, Fouad Badran, Michel Crépon

Proceedings of the Advances in Neural Information Processing Systems 4, 1991

1990

Cooperation of neural nets for robust classification.

Michel de Bollivier, Patrick Gallinari, Sylvie Thiria

Proceedings of the IJCNN 1990, 1990

1989

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

Fouad Badran, Sylvie Thiria, Michel Crépon

Proceedings of the Neurocomputing - Algorithms, Architectures and Applications, Proceedings of the NATO Advanced Research Workshop on Neurocomputing Algorithms, Architectures and Applications, Les Arcs, France, February 27, 1989

1988

Comparing neural networks and data analysis.

Patrick Gallinari, Sylvie Thiria, Françoise Fogelman-Soulié

Neural Networks, 1988

Multilayer perceptrons and data analysis.

Patrick Gallinari, Sylvie Thiria, Françoise Fogelman

Proceedings of International Conference on Neural Networks (ICNN'88), 1988