| 2015 | ICCS | 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 |
| 2012 | ESANN | Image reconstruction using an iterative SOM based algorithm. | Manel Jouini, Sylvie Thiria, Michel Crpon |
| 2012 | HPCC | YAO: A Generator of Parallel Code for Variational Data Assimilation Applications. | Luigi Nardi, Fouad Badran, Pierre Fortin, Sylvie Thiria |
| 2011 | IJCCI | 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 |
| 2011 | IJCCI | Retrieving Aerosol Characteristics from Satellite Ocean Color Multi-spectral Sensors using a Neural-variational Method. | Daouda Diouf, Sylvie Thiria, Awa Niang, Julien Brajard, Michel Crpon |
| 2009 | ICCSA | YAO: A Software for Variational Data Assimilation Using Numerical Models. | Luigi Nardi, Charles Sorror, Fouad Badran, Sylvie Thiria |
| 2009 | IJCNN | 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, Ccile Mallet, Michel Crpon, Fouad Badran, Sylvie Thiria |
| 2009 | IJCNN | Analysis of the Senegalo-Mauritanian upwelling by processing satellite remote sensing observations with topological maps. | Salam Sawadogo, Julien Brajard, Awa Niang, Cyril Lathuiliere, Michel Crpon, Sylvie Thiria |
| 2008 | IJCNN | Validation of model simulations with respect to in situ observations by the use of probabilistic estimations. | Julien Brajard, Fouad Badran, Michel Crpon, Sylvie Thiria |
| 2007 | IJCNN | Using SOM to estimate optical inherent properties from remote sensing reflectance. | Aymeric Chazottes, Michel Crpon, Sylvie Thiria |
| 2005 | ESANN | Mixed Topological Map. | Mustapha Lebbah, Aymeric Chazottes, Fouad Badran, Sylvie Thiria |
| 2005 | IGARSS | Neural networks to retrieve sea surface salinity from SMOS brightness temperatures. | Estelle Obligis, Sylvie Labroue, Adel Ammar, Sylvie Thiria, Michel Crpon |
| 2005 | IJCNN | Atmospheric correction and oceanic constituents retrieval, with a neuro-variational method. | Julien Brajard, Sylvie Thiria, Cdric Jamet, Cyril Moulin |
| 2004 | ESANN | Visualization and classification with categorical topological map. | Mustapha Lebbah, Fouad Badran, Sylvie Thiria |
| 2002 | ICANN | Categorical Topological Map. | Mustapha Lebbah, Christian Chabanon, Fouad Badran, Sylvie Thiria |
| 2001 | ICANN | A Topological Hierarchical Clustering: Application to Ocean Color Classification. | Mziane Yacoub, Fouad Badran, Sylvie Thiria |
| 2000 | ESANN | Topological map for binary data. | Mustapha Lebbah, Fouad Badran, Sylvie Thiria |
| 1997 | ESANN | Probabilistic self organized map - application to classification. | Fatiha Anouar, Fouad Badran, Sylvie Thiria |
| 1996 | ICANN | Topological Maps for Mixture Densities. | Fatiha Anouar, Fouad Badran, Sylvie Thiria |
| 1996 | ICANN | Regression by Topological Map: Application on Real Data. | P. Daigremont, Hubert de Lassus, Fouad Badran, Sylvie Thiria |
| 1996 | ICANN | Classification Rejection by Prediction. | Hubert de Lassus, P. Daigremont, Fouad Badran, Sylvie Thiria, A. Lecacheux |
| 1990 | IJCNN | Cooperation of neural nets for robust classification. | Michel de Bollivier, Patrick Gallinari, Sylvie Thiria |