Sylvie Thiria

Publication Activity (10 Years)

Years Active: 1988-2023
Publications (10 Years): 8

Top Topics

Unsupervised Learning

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Théo Archambault, Arthur Filoche, Anastase Alexandre Charantonis, Dominique Béréziat, Sylvie Thiria
Unsupervised Learning of Sea Surface Height Interpolation from Multi-variate Simulated Satellite Observations. CoRR (2023)
Agathe Puissant, Roy El Hourany, Anastase Alexandre Charantonis, Chris Bowler, Sylvie Thiria
Inversion of Phytoplankton Pigment Vertical Profiles from Satellite Data Using Machine Learning. Remote. Sens. 13 (8) (2021)
Frédéric Jourdin, Pannimpullath Remanan Renosh, Anastase Alexander Charantonis, Nicolas Guillou, Sylvie Thiria, Fouad Badran, Thierry Garlan
An Observing System Simulation Experiment (OSSE) in Deriving Suspended Sediment Concentrations in the Ocean From MTG/FCI Satellite Sensor. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Roy El Hourany, Carlos Mejia, Ghaleb Faour, Sylvie Thiria, Michel Crépon
A Neural-based Bio-regionalization of the Mediterranean Sea using Satellite and Argo-Float Records. CI (2020)
Daouda Diouf, Awa Niang, Sylvie Thiria
Deep Learning based Multiple Regression to Predict Total Column Water Vapor (TCWV) from Physical Parameters in West Africa by using Keras Library. CoRR (2019)
Pannimpullath Remanan Renosh, Frédéric Jourdin, Anastase Alexandre Charantonis, Khalil Yala, Aurélie Rivier, Fouad Badran, Sylvie Thiria, Nicolas Guillou, Fabien Leckler, Francis Gohin, Thierry Garlan
Construction of Multi-Year Time-Series Profiles of Suspended Particulate Inorganic Matter Concentrations Using Machine Learning Approach. Remote. Sens. 9 (12) (2017)
Adel Ammar, Sylvie Labroue, Estelle Obligis, Michel Crépon, Sylvie Thiria
Building a Learning Database for the Neural Network Retrieval of Sea Surface Salinity from SMOS Brightness Temperatures. CoRR (2016)
Anastase Alexandre Charantonis, Pierre Testor, Laurent Mortier, Fabrizio D'Ortenzio, Sylvie Thiria
Completion of a Sparse GLIDER Database Using Multi-iterative Self-Organizing Maps (ITCOMP SOM). ICCS (2015)
Mbaye Babacar Gueye, Awa Niang, Sabine Arnault, Sylvie Thiria, Michel Crépon
Neural approach to inverting complex system: Application to ocean salinity profile estimation from surface parameters. Comput. Geosci. 72 (2014)
Luigi Nardi, Fouad Badran, Pierre Fortin, Sylvie Thiria
YAO: A Generator of Parallel Code for Variational Data Assimilation Applications. HPCC-ICESS (2012)
Manel Jouini, Sylvie Thiria, Michel Crépon
Image reconstruction using an iterative SOM based algorithm. ESANN (2012)
Anastase Alexandre Charantonis, Julien Brajard, Cyril Moulin, Bardan Fouad, Sylvie Thiria
Inverse Method for the Retrieval of Ocean Vertical Profiles using Self Organizing Maps and Hidden Markov Models - Application on Ocean Colour Satellite Image Inversion. IJCCI (NCTA) (2011)
Daouda Diouf, Sylvie Thiria, Awa Niang, Julien Brajard, Michel Crépon
Retrieving Aerosol Characteristics from Satellite Ocean Color Multi-spectral Sensors using a Neural-variational Method. IJCCI (NCTA) (2011)
Miguel Perez Chavariar, Carlos Mejia, Cécile Mallet, Michel Crépon, Fouad Badran, Sylvie Thiria
Rain rate retrieval by processing the observations of the 85V and 85H GHz channels of the SSM/I and TMI passive microwave sensors. IJCNN (2009)
Salam Sawadogo, Julien Brajard, Awa Niang, Cyril Lathuiliere, Michel Crépon, Sylvie Thiria
Analysis of the Senegalo-Mauritanian upwelling by processing satellite remote sensing observations with topological maps. IJCNN (2009)
Luigi Nardi, Charles Sorror, Fouad Badran, Sylvie Thiria
YAO: A Software for Variational Data Assimilation Using Numerical Models. ICCSA (2) (2009)
Julien Brajard, Fouad Badran, Michel Crépon, Sylvie Thiria
Validation of model simulations with respect to in situ observations by the use of probabilistic estimations. IJCNN (2008)
Adel Ammar, Sylvie Labroue, Estelle Obligis, Carlos Mejia, Michel Crépon, Sylvie Thiria
Sea Surface Salinity Retrieval for the SMOS Mission Using Neural Networks. IEEE Trans. Geosci. Remote. Sens. 46 (3) (2008)
Aymeric Chazottes, Michel Crépon, Sylvie Thiria
Using SOM to estimate optical inherent properties from remote sensing reflectance. IJCNN (2007)
Julien Brajard, Cédric Jamet, Cyril Moulin, Sylvie Thiria
Use of a neuro-variational inversion for retrieving oceanic and atmospheric constituents from satellite ocean colour sensor: Application to absorbing aerosols. Neural Networks 19 (2) (2006)
Estelle Obligis, Sylvie Labroue, Adel Ammar, Sylvie Thiria, Michel Crépon
Neural networks to retrieve sea surface salinity from SMOS brightness temperatures. IGARSS (2005)
Mustapha Lebbah, Aymeric Chazottes, Fouad Badran, Sylvie Thiria
Mixed Topological Map. ESANN (2005)
Mustapha Lebbah, Fouad Badran, Sylvie Thiria
Visualization and classification with categorical topological map. ESANN (2004)
Cédric Jamet, Sylvie Thiria, Cyril Moulin, Michel Crépon
Neuro-variational inversion of ocean color imagery. NNSP (2003)
Mustapha Lebbah, Christian Chabanon, Fouad Badran, Sylvie Thiria
Categorical Topological Map. ICANN (2002)
Méziane Yacoub, Fouad Badran, Sylvie Thiria
A Topological Hierarchical Clustering: Application to Ocean Color Classification. ICANN (2001)
Fouad Badran, Michel Crépon, Carlos Mejia, Sylvie Thiria, Ngan Tran
Empirical transfer function determination by the use of multilayer perceptron. Neurocomputing 30 (1-4) (2000)
Michel de Bollivier, Walter Eifler, Sylvie Thiria
Sea surface temperature forecasts using on-line local learning algorithm in upwelling regions. Neurocomputing 30 (1-4) (2000)
Mustapha Lebbah, Fouad Badran, Sylvie Thiria
Topological map for binary data. ESANN (2000)
P. Richaume, Fouad Badran, Michel Crépon, Carlos Mejia, H. Roquet, Sylvie Thiria
Neural network wind retrieval from ERS-1 scatterometer data. Neurocomputing 30 (1-4) (2000)
Olivier Maas, Jean-Philippe Boulanger, Sylvie Thiria
Use of neural networks for predictions using time series: Illustration with the El Niño Southern oscillation phenomenon. Neurocomputing 30 (1-4) (2000)
Christophe Ambroise, Geniève Sèze, Fouad Badran, Sylvie Thiria
Hierarchical clustering of self-organizing maps for cloud classification. Neurocomputing 30 (1-4) (2000)
Fatiha Anouar, Fouad Badran, Sylvie Thiria
Probabilistic self-organizing map and radial basis function networks. Neurocomputing 20 (1-3) (1998)
Fatiha Anouar, Fouad Badran, Sylvie Thiria
Probabilistic self organized map - application to classification. ESANN (1997)
Fouad Badran, Sylvie Thiria
Neural Network Smoothing in Correlated Time Series Context. Neural Networks 10 (8) (1997)
H. de Lassus, P. Daigremont, Fouad Badran, Sylvie Thiria, A. Lecacheux
Classification Rejection by Prediction. ICANN (1996)
Fatiha Anouar, Fouad Badran, Sylvie Thiria
Topological Maps for Mixture Densities. ICANN (1996)
P. Daigremont, H. de Lassus, Fouad Badran, Sylvie Thiria
Regression by Topological Map: Application on Real Data. ICANN (1996)
Fouad Badran, Carlos Mejia, Sylvie Thiria, Michel Crépon
Remote sensing operations. Int. J. Neural Syst. 6 (4) (1995)
Patrick Gallinari, Sylvie Thiria, Fouad Badran, Françoise Fogelman-Soulié
On the relations between discriminant analysis and multilayer perceptrons. Neural Networks 4 (3) (1991)
Sylvie Thiria, Carlos Mejia, Fouad Badran, Michel Crépon
Multimodular Architecture fir Remote Sensing Options. NIPS (1991)
Michel de Bollivier, Patrick Gallinari, Sylvie Thiria
Cooperation of neural nets for robust classification. IJCNN (1990)
Fouad Badran, Sylvie Thiria, Michel Crépon
A method to de-alias the scatterometer wind field: a real world application. NATO Neurocomputing (1989)
Patrick Gallinari, Sylvie Thiria, Françoise Fogelman-Soulié
Comparing neural networks and data analysis. Neural Networks 1 (Supplement-1) (1988)
Patrick Gallinari, Sylvie Thiria, Françoise Fogelman
Multilayer perceptrons and data analysis. ICNN (1988)