Object Categorization Using Kernels Combining Graphs and Histograms of Gradients. - Frédéric Suard; Alain Rakotomamonjy; Abdelaziz Bensrhair (ICIAR (2), 2006)

Méthodes à noyaux pour la détection de piétons. (Kernel Machines for Pedestrian Detection). - Frédéric Suard (2006)

Kernel on Bag of Paths For Measuring Similarity of Shapes. - Frédéric Suard; Alain Rakotomamonjy; Abdelaziz Bensrhair (ESANN, 2007)

A Pedestrian Detector Using Histograms of Oriented Gradients and a Support Vector Machine Classifier. - Massimo Bertozzi; Alberto Broggi; Michael S. Del Rose; Mirko Felisa; Alain Rakotomamonjy; Frédéric Suard (ITSC, 2007)

Using Kernel Basis with Relevance Vector Machine for Feature Selection. - Frédéric Suard; David Mercier (ICANN (2), 2009)

Online multitechnology sensors explosive recognition. - Guillaume Lebrun; Anthony Larue; Frédéric Suard (EUSIPCO, 2011)

A robust regularization path for the Doubly Regularized Support Vector Machine. - Antoine Lachaud; Stéphane Canu; David Mercier; Frédéric Suard (ESANN, 2014)

Saving energy by anticipating hot water production: identification of key points for an efficient statistical model integration. - Yvan Denis; Frédéric Suard; Aurore Lomet; David Chèze (Artif. Intell. Eng. Des. Anal. Manuf., 2019)