| 2025 | ESANN | Can MDS rival with t-SNE by using the symmetric Kullback-Leibler divergence\\ across neighborhoods as a pseudo-distance? | John A. Lee, Pierre Lambert, Edouard Couplet, Pierre Merveille, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen |
| 2024 | ESANN | Forget early exaggeration in t-SNE: early hierarchization preserves global structure. | John A. Lee, Edouard Couplet, Pierre Lambert, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen |
| 2017 | ESANN | Large-scale nonlinear dimensionality reduction for network intrusion detection. | Yasir Hamid, Ludovic Journaux, John Aldo Lee, Lucile Sautot, Nabi Bushra, M. Sugumaran |
| 2015 | ESANN | NLDR methods for high dimensional NIRS dataset : application to vineyard soils characterization. | Clment Delion, Ludovic Journaux, Aurore Payen, Lucile Sautot, Emmanuel Chevigny, Pierre Curmi |
| 2015 | ESANN | Efficient unsupervised clustering for spatial birds population analysis along the river Loire. | Aurore Payen, Ludovic Journaux, Clment Delion, Lucile Sautot, Bruno Faivre |
| 2014 | MEDI | A Methodology and Tool for Rapid Prototyping of Data Warehouses Using Data Mining: Application to Birds Biodiversity. | Lucile Sautot, Sandro Bimonte, Ludovic Journaux, Bruno Faivre |
| 2007 | IGARSS | Comparison of metrics to remove the influence of geometrical conditions on soil reflectance. | Franois Tavin, Audrey Roman, Sandrine Mathieu-Blanc, Frdric Baret, Weidong Liu, Ludovic Journaux, Pierre Gouton |