| 2025 | ICTAI | An Extension of the Evidential Neural Network Classifier based on Contextual Discounting. | Serigne Mamadou Diene, Sbastien Ramel, Frdric Pichon, David Mercier |
| 2021 | WSC | SPSC: An Efficient, General-Purpose Execution Policy for Stochastic Simulations. | Yu-Lin Huang, Gildas Morvan, Frdric Pichon, David Mercier |
| 2019 | PRIMA | SPSC: A New Execution Policy for Exploring Discrete-Time Stochastic Simulations. | Yu-Lin Huang, Gildas Morvan, Frdric Pichon, David Mercier |
| 2017 | ECSQARU | A Recourse Approach for the Capacitated Vehicle Routing Problem with Evidential Demands. | Nathalie Helal, Frdric Pichon, Daniel Porumbel, David Mercier, Eric Lefvre |
| 2017 | IECON | Information fusion of external flux sensors for detection of inter-turn short circuit faults in induction machines. | Miftah Irhoumah, David Mercier, Remus Pusca, Eric Lefevre, Raphal Romary |
| 2015 | ECSQARU | Learning Contextual Discounting and Contextual Reinforcement from Labelled Data. | David Mercier, Frdric Pichon, Eric Lefevre, Franois Delmotte |
| 2014 | ESANN | A robust regularization path for the Doubly Regularized Support Vector Machine. | Antoine Lachaud, Stphane Canu, David Mercier, Frdric Suard |
| 2014 | FUSION | A distributed solution for multi-object tracking and classification. | Samir Hachour, Franois Delmotte, David Mercier |
| 2014 | IPMU | A First Inquiry into Simpson's Paradox with Belief Functions. | Franois Delmotte, David Mercier, Frdric Pichon |
| 2014 | IPMU | Comparison of Credal Assignment Algorithms in Kinematic Data Tracking Context. | Samir Hachour, Franois Delmotte, David Mercier |
| 2012 | IECON | An improvement of a diagnosis procedure for AC machines using two external flux sensors based on a fusion process with belief functions. | Rmus Pusca, Cristian Demian, David Mercier, Eric Lefevre, Raphal Romary |
| 2011 | ECSQARU | Towards an Alarm for Opposition Conflict in a Conjunctive Combination of Belief Functions. | Eric Lefevre, Zied Elouedi, David Mercier |
| 2010 | ICTAI | Discountings of a Belief Function Using a Confusion Matrix. | Zied Elouedi, Eric Lefevre, David Mercier |
| 2009 | FUSION | Belief assignment on compound hypotheses within the framework of the Transferable Belief Model. | Alexandre Veremme, Daniel Dupont, Eric Lefvre, David Mercier |
| 2009 | ICANN | Using Kernel Basis with Relevance Vector Machine for Feature Selection. | Frdric Suard, David Mercier |
| 2006 | FUSION | General Correction Mechanisms for Weakening or Reinforcing Belief Functions. | David Mercier, Thierry Denoeux, Marie-Hlne Masson |
| 2005 | ECSQARU | Contextual Discounting of Belief Functions. | David Mercier, Benjamin Quost, Thierry Denoeux |
| 2002 | ICANN | Audio-Visual Speech Recognition One Pass Learning with Spiking Neurons. | Renaud Sguier, David Mercier |
| 2002 | WSCG | Lipreading with Spiking Neurons - One Pass Learning. | Renaud Sguier, Nicolas Cladel, Christophe Foucher, David Mercier |