| 2004 | SSPR | One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance. | Gilles Cohen, Melanie Hilario, Christian Pellegrini |
| 2003 | IWANN | Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction. | Guido Bologna, Christian Pellegrini |
| 1999 | AISTATS | Local experts combination through density decomposition. | Ahmed Rida, Abderrahim Labbi, Christian Pellegrini |
| 1997 | AIME | Intelligent Assistance for Coronary Heart Disease Diagnosis: A Comparison Study. | Guido Bologna, Ahmed Rida, Christian Pellegrini |
| 1997 | ICDAR | An Architecture for Musical Score Recognition using High-Level Domain Knowledge. | Marc Vuilleumier Stckelberg, Christian Pellegrini, Melanie Hilario |
| 1997 | ICTAI | A Metalevel Architecture for Knowledge-Based Neural Network Design. | Melanie Hilario, Ahmed Rida, Christian Pellegrini |
| 1997 | IWANN | Accurate Decomposition of Standard MLP Classification Responses into Symbolic Rules. | Guido Bologna, Christian Pellegrini |
| 1993 | CAIP | Modeling and Quantification of Protein Maps by Gaussian Fitting. | J. Reynaldo Vargas, Ron D. Appel, Denis F. Hochstrasser, Christian Pellegrini |
| 1992 | CBMS | A network distributed real-time data acquisition and analysis system based on X Window. | Eric Favre, Daniel Bertrand, Christian Pellegrini |