On global self-organizing maps. - Wlodzislaw Duch; Antoine Naud (ESANN, 1996)

Non-linear Mapping for Feature Extraction. - Paul Scheunders; Steve De Backer; Antoine Naud (SSPR/SPR, 1998)

Non-linear dimensionality reduction techniques for unsupervised feature extraction. - Steve De Backer; Antoine Naud; Paul Scheunders (Pattern Recognit. Lett., 1998)

Positionnement multidimensionnel et partitionnement pour la visualisation de données multivariées. - Antoine Naud (EGC, 2004)

An Accurate MDS-Based Algorithm for the Visualization of Large Multidimensional Datasets. - Antoine Naud (ICAISC, 2006)

Exploration of a Text Collection and Identification of Topics by Clustering. - Antoine Naud; Shiro Usui (IDEAL, 2007)

3D-SE Viewer: A Text Mining Tool based on Bipartite Graph Visualization. - Shiro Usui; Antoine Naud; Naonori Ueda; Tatsuki Taniguchi (IJCNN, 2007)

Visualization of documents and concepts in neuroinformatics with the 3D-SE viewer. - Antoine Naud; Shiro Usui; Naonori Ueda; Tatsuki Taniguchi (Frontiers Neuroinformatics, 2007)

Exploration of a collection of documents in neuroscience and extraction of topics by clustering. - Antoine Naud; Shiro Usui (Neural Networks, 2008)