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Sylvie Thiria
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2020 – today
- 2023
- [i3]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 abs/2310.07626 (2023) - 2021
- [j16]Agathe Puissant
, Roy El Hourany
Inversion of Phytoplankton Pigment Vertical Profiles from Satellite Data Using Machine Learning. Remote. Sens. 13(8): 1445 (2021) - [j15]Frédéric Jourdin
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): 5423-5433 (2021) - 2020
- [c26]Roy El Hourany
A Neural-based Bio-regionalization of the Mediterranean Sea using Satellite and Argo-Float Records. CI 2020: 120-127
2010 – 2019
- 2019
- [i2]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 abs/1912.07388 (2019) - 2017
- [j14]Pannimpullath Remanan Renosh
Construction of Multi-Year Time-Series Profiles of Suspended Particulate Inorganic Matter Concentrations Using Machine Learning Approach. Remote. Sens. 9(12): 1320 (2017) - 2016
- [i1]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 abs/1601.04296 (2016) - 2015
- [c25]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: 2198-2206 - 2014
- [j13]Mbaye Babacar Gueye
Neural approach to inverting complex system: Application to ocean salinity profile estimation from surface parameters. Comput. Geosci. 72: 201-209 (2014) - 2012
- [c24]Manel Jouini, Sylvie Thiria, Michel Crépon:
Image reconstruction using an iterative SOM based algorithm. ESANN 2012 - [c23]Luigi Nardi, Fouad Badran, Pierre Fortin, Sylvie Thiria:
YAO: A Generator of Parallel Code for Variational Data Assimilation Applications. HPCC-ICESS 2012: 224-232 - 2011
- [c22]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: 297-303 - [c21]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: 316-321
2000 – 2009
- 2009
- [c20]Luigi Nardi, Charles Sorror, Fouad Badran, Sylvie Thiria:
YAO: A Software for Variational Data Assimilation Using Numerical Models. ICCSA (2) 2009: 621-636 - [c19]Miguel Perez Chavariar, Carlos Mejia, Cécile Mallet
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: 511-517 - [c18]Salam Sawadogo, Julien Brajard
Analysis of the Senegalo-Mauritanian upwelling by processing satellite remote sensing observations with topological maps. IJCNN 2009: 2826-2832 - 2008
- [j12]Adel Ammar
Sea Surface Salinity Retrieval for the SMOS Mission Using Neural Networks. IEEE Trans. Geosci. Remote. Sens. 46(3): 754-764 (2008) - [c17]Julien Brajard
Validation of model simulations with respect to in situ observations by the use of probabilistic estimations. IJCNN 2008: 3015-3019 - 2007
- [c16]Aymeric Chazottes, Michel Crépon, Sylvie Thiria:
Using SOM to estimate optical inherent properties from remote sensing reflectance. IJCNN 2007: 2875-2880 - 2006
- [j11]Julien Brajard
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): 178-185 (2006) - 2005
- [c15]Mustapha Lebbah, Aymeric Chazottes, Fouad Badran, Sylvie Thiria:
Mixed Topological Map. ESANN 2005: 357-362 - [c14]Estelle Obligis, Sylvie Labroue, Adel Ammar, Sylvie Thiria, Michel Crépon:
Neural networks to retrieve sea surface salinity from SMOS brightness temperatures. IGARSS 2005: 2568-2571 - 2004
- [c13]Mustapha Lebbah, Fouad Badran, Sylvie Thiria:
Visualization and classification with categorical topological map. ESANN 2004: 459-464 - 2003
- [c12]Cédric Jamet, Sylvie Thiria, Cyril Moulin, Michel Crépon:
Neuro-variational inversion of ocean color imagery. NNSP 2003: 113-119 - 2002
- [c11]Mustapha Lebbah, Christian Chabanon, Fouad Badran, Sylvie Thiria:
Categorical Topological Map. ICANN 2002: 890-895 - 2001
- [c10]Méziane Yacoub, Fouad Badran, Sylvie Thiria:
A Topological Hierarchical Clustering: Application to Ocean Color Classification. ICANN 2001: 492-499 - 2000
- [j10]Fouad Badran, Michel Crépon, Carlos Mejia, Sylvie Thiria, Ngan Tran:
Empirical transfer function determination by the use of multilayer perceptron. Neurocomputing 30(1-4): 31-35 (2000) - [j9]Philippe Richaume, Fouad Badran, Michel Crépon, Carlos Mejia, H. Roquet, Sylvie Thiria:
Neural network wind retrieval from ERS-1 scatterometer data. Neurocomputing 30(1-4): 37-46 (2000) - [j8]Christophe Ambroise, Geniève Sèze, Fouad Badran, Sylvie Thiria:
Hierarchical clustering of self-organizing maps for cloud classification. Neurocomputing 30(1-4): 47-52 (2000) - [j7]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): 53-58 (2000) - [j6]Michel de Bollivier, Walter Eifler, Sylvie Thiria:
Sea surface temperature forecasts using on-line local learning algorithm in upwelling regions. Neurocomputing 30(1-4): 59-63 (2000) - [c9]Mustapha Lebbah, Fouad Badran, Sylvie Thiria:
Topological map for binary data. ESANN 2000: 267-272
1990 – 1999
- 1998
- [j5]Fatiha Anouar, Fouad Badran, Sylvie Thiria:
Probabilistic self-organizing map and radial basis function networks. Neurocomputing 20(1-3): 83-96 (1998) - 1997
- [j4]Fouad Badran, Sylvie Thiria:
Neural Network Smoothing in Correlated Time Series Context. Neural Networks 10(8): 1445-1453 (1997) - [c8]Fatiha Anouar, Fouad Badran, Sylvie Thiria:
Probabilistic self organized map - application to classification. ESANN 1997 - 1996
- [c7]P. Daigremont, Hubert de Lassus, Fouad Badran, Sylvie Thiria:
Regression by Topological Map: Application on Real Data. ICANN 1996: 185-190 - [c6]Hubert de Lassus, P. Daigremont, Fouad Badran, Sylvie Thiria, A. Lecacheux:
Classification Rejection by Prediction. ICANN 1996: 293-298 - [c5]Fatiha Anouar, Fouad Badran, Sylvie Thiria:
Topological Maps for Mixture Densities. ICANN 1996: 833-838 - 1995
- [j3]Fouad Badran, Carlos Mejia, Sylvie Thiria, Michel Crépon:
Remote sensing operations. Int. J. Neural Syst. 6(4): 447-453 (1995) - 1991
- [j2]Patrick Gallinari, Sylvie Thiria, Fouad Badran, Françoise Fogelman-Soulié:
On the relations between discriminant analysis and multilayer perceptrons. Neural Networks 4(3): 349-360 (1991) - [c4]Sylvie Thiria, Carlos Mejia, Fouad Badran, Michel Crépon:
Multimodular Architecture fir Remote Sensing Options. NIPS 1991: 675-682 - 1990
- [c3]Michel de Bollivier, Patrick Gallinari, Sylvie Thiria:
Cooperation of neural nets for robust classification. IJCNN 1990: 113-120
1980 – 1989
- 1989
- [c2]Fouad Badran, Sylvie Thiria, Michel Crépon:
A method to de-alias the scatterometer wind field: a real world application. NATO Neurocomputing 1989: 319-324 - 1988
- [j1]Patrick Gallinari, Sylvie Thiria, Françoise Fogelman-Soulié:
Comparing neural networks and data analysis. Neural Networks 1(Supplement-1): 24-25 (1988) - [c1]Patrick Gallinari, Sylvie Thiria, Françoise Fogelman:
Multilayer perceptrons and data analysis. ICNN 1988: 391-399
Coauthor Index
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