David Mercier

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 23

Top Topics

Dempster Shafer

Routing Problem

Top Venues

Int. J. Approx. Reason.

Belief Functions

Publications

Siti Mutmainah, Samir Hachour, Frédéric Pichon, David Mercier
Améliorer un groupe de sources crédibilistes avec des corrections contextuelles. LFA (2022)
Siti Mutmainah, Samir Hachour, Frédéric Pichon, David Mercier
On Improving a Group of Evidential Sources with Different Contextual Corrections. BELIEF (2022)
Yu-Lin Huang, Gildas Morvan, Frédéric Pichon, David Mercier
SPSC: An Efficient, General-Purpose Execution Policy for Stochastic Simulations. WSC (2021)
Siti Mutmainah, Samir Hachour, Frédéric Pichon, David Mercier
Improving an Evidential Source of Information Using Contextual Corrections Depending on Partial Decisions. BELIEF (2021)
Sébastien Destercke, David Mercier, Frédéric Pichon
Special issue from the 5th International Conference on Belief Functions (BELIEF 2018). Int. J. Approx. Reason. 117 (2020)
Yu-Lin Huang, Gildas Morvan, Frédéric Pichon, David Mercier
SPSC: a new execution policy for exploring discrete-time stochastic simulations. CoRR (2019)
Siti Mutmainah, Samir Hachour, Frédéric Pichon, David Mercier
On Learning Evidential Contextual Corrections from Soft Labels Using a Measure of Discrepancy Between Contour Functions. SUM (2019)
Pauline Minary, Frédéric Pichon, David Mercier, Eric Lefevre, Benjamin Droit
Evidential joint calibration of binary SVM classifiers. Soft Comput. 23 (13) (2019)
Yu-Lin Huang, Gildas Morvan, Frédéric Pichon, David Mercier
SPSC: A New Execution Policy for Exploring Discrete-Time Stochastic Simulations. PRIMA (2019)
Nathalie Helal, Frédéric Pichon, Daniel Porumbel, David Mercier, Eric Lefèvre
The capacitated vehicle routing problem with evidential demands. Int. J. Approx. Reason. 95 (2018)
Yu-Lin Huang, Gildas Morvan, Frédéric Pichon, David Mercier
Détection d'événements rares dans les simulations multi-agents (démonstration). JFSMA (2018)
Miftah Irhoumah, Remus Pusca, Eric Lefevre, David Mercier, Raphaël Romary, Cristian Demian
Information Fusion With Belief Functions for Detection of Interturn Short-Circuit Faults in Electrical Machines Using External Flux Sensors. IEEE Trans. Ind. Electron. 65 (3) (2018)
Nathalie Helal, Frédéric Pichon, Daniel Porumbel, David Mercier, Eric Lefèvre
A Recourse Approach for the Capacitated Vehicle Routing Problem with Evidential Demands. ECSQARU (2017)
Samir Hachour, François Delmotte, David Mercier
A Robust Credal Assignment Solution Based on the Generalized Bayes' Theorem. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 25 (6) (2017)
Miftah Irhoumah, David Mercier, Remus Pusca, Eric Lefevre, Raphaël Romary
Information fusion of external flux sensors for detection of inter-turn short circuit faults in induction machines. IECON (2017)
Pauline Minary, Frédéric Pichon, David Mercier, Eric Lefevre, Benjamin Droit
Evidential Joint Calibration of Binary SVM Classifiers Using Logistic Regression. SUM (2017)
Pauline Minary, Frédéric Pichon, David Mercier, Eric Lefevre, Benjamin Droit
Face pixel detection using evidential calibration and fusion. Int. J. Approx. Reason. 91 (2017)
David Mercier, Frédéric Pichon, Eric Lefèvre
Corrigendum to "Belief functions contextual discounting and canonical decompositions" [International Journal of Approximate Reasoning 53 (2012) 146-158]. Int. J. Approx. Reason. 70 (2016)
Nathalie Helal, Frédéric Pichon, Daniel Porumbel, David Mercier, Eric Lefèvre
The Capacitated Vehicle Routing Problem with Evidential Demands: A Belief-Constrained Programming Approach. BELIEF (2016)
Frédéric Pichon, David Mercier, Eric Lefèvre, François Delmotte
Proposition and learning of some belief function contextual correction mechanisms. Int. J. Approx. Reason. 72 (2016)
Jean-Philippe Poli, Laurence Boudet, David Mercier
Online temporal reasoning for event and data streams processing. FUZZ-IEEE (2016)
Pauline Minary, Frédéric Pichon, David Mercier, Eric Lefèvre, Benjamin Droit
An Evidential Pixel-Based Face Blurring Approach. BELIEF (2016)
David Mercier, Frédéric Pichon, Eric Lefevre, François Delmotte
Learning Contextual Discounting and Contextual Reinforcement from Labelled Data. ECSQARU (2015)
Mira Bou Farah, David Mercier, Eric Lefèvre, François Delmotte
A high-level application using belief functions for exchanging and managing uncertain events on the road in vehicular ad hoc networks. Ann. des Télécommunications 69 (3-4) (2014)
Samir Hachour, François Delmotte, David Mercier
Comparison of Credal Assignment Algorithms in Kinematic Data Tracking Context. IPMU (3) (2014)
François Delmotte, David Mercier, Frédéric Pichon
A First Inquiry into Simpson's Paradox with Belief Functions. IPMU (3) (2014)
Samir Hachour, François Delmotte, David Mercier
A New Parameterless Credal Method to Track-to-Track Assignment Problem. Belief Functions (2014)
Samir Hachour, François Delmotte, David Mercier, Eric Lefèvre
Object tracking and credal classification with kinematic data in a multi-target context. Inf. Fusion 20 (2014)
Frédéric Pichon, David Mercier, François Delmotte, Eric Lefevre
Truthfulness in Contextual Information Correction. Belief Functions (2014)
Mira Bou Farah, David Mercier, François Delmotte, Eric Lefèvre, Sylvain Lagrue
Methods Handling Accident and Traffic Jam Information with Belief Functions in VANETs. Belief Functions (2014)
Antoine Lachaud, Stéphane Canu, David Mercier, Frédéric Suard
A robust regularization path for the Doubly Regularized Support Vector Machine. ESANN (2014)
Samir Hachour, François Delmotte, David Mercier
A distributed solution for multi-object tracking and classification. FUSION (2014)
Mira Bou Farah, David Mercier, Eric Lefevre, François Delmotte
Exchanging dynamic and imprecise information in V2V networks with belief functions. ITSC (2013)
Crédo Paniah, Javier Gil Quijano, David Mercier
Systèmes multi-agents pour la gestion de sources d'énergie renouvelable et de stockage de masse (présentation courte). JFSMA (2013)
Samir Hachour, François Delmotte, David Mercier, Eric Lefevre
Multi-sensor multi-target tracking with robust kinematic data based credal classification. SDF (2013)
David Mercier, Eric Lefèvre, François Delmotte
Belief functions contextual discounting and canonical decompositions. Int. J. Approx. Reason. 53 (2) (2012)
Quentin Barthelemy, Anthony Larue, Aurélien Mayoue, David Mercier, Jérôme I. Mars
Shift & 2D Rotation Invariant Sparse Coding for Multivariate Signals. IEEE Trans. Signal Process. 60 (4) (2012)
Rémus Pusca, Cristian Demian, David Mercier, Eric Lefevre, Raphaël Romary
An improvement of a diagnosis procedure for AC machines using two external flux sensors based on a fusion process with belief functions. IECON (2012)
Eric Lefevre, Zied Elouedi, David Mercier
Towards an Alarm for Opposition Conflict in a Conjunctive Combination of Belief Functions. ECSQARU (2011)
Mira Bou Farah, David Mercier, Eric Lefèvre, François Delmotte
Towards a robust exchange of imperfect information in inter-vehicle ad-hoc networks using belief functions. Intelligent Vehicles Symposium (2011)
David Mercier, Eric Lefevre, Daniel Jolly
Object association with belief functions, an application with vehicles. Inf. Sci. 181 (24) (2011)
Zied Elouedi, Eric Lefevre, David Mercier
Discountings of a Belief Function Using a Confusion Matrix. ICTAI (1) (2010)
Frédéric Suard, David Mercier
Using Kernel Basis with Relevance Vector Machine for Feature Selection. ICANN (2) (2009)
Alexandre Veremme, Daniel Dupont, Eric Lefèvre, David Mercier
Belief assignment on compound hypotheses within the framework of the Transferable Belief Model. FUSION (2009)
David Mercier, Genevieve Cron, Thierry Denoeux, Marie-Hélène Masson
Decision fusion for postal address recognition using belief functions. Expert Syst. Appl. 36 (3) (2009)
David Mercier, Benjamin Quost, Thierry Denoeux
Refined modeling of sensor reliability in the belief function framework using contextual discounting. Inf. Fusion 9 (2) (2008)
David Mercier, Thierry Denoeux, Marie-Hélène Masson
General Correction Mechanisms for Weakening or Reinforcing Belief Functions. FUSION (2006)
David Mercier, Pierre Gaillard, Michaël Aupetit, Carole Maillard, Robert Quach, Jean-Denis Muller
How to help seismic analysts to verify the French seismic bulletin? Eng. Appl. Artif. Intell. 19 (7) (2006)
David Mercier, Benjamin Quost, Thierry Denoeux
Contextual Discounting of Belief Functions. ECSQARU (2005)
Renaud Séguier, David Mercier
Audio-Visual Speech Recognition One Pass Learning with Spiking Neurons. ICANN (2002)
Renaud Séguier, Nicolas Cladel, Christophe Foucher, David Mercier
Lipreading with Spiking Neurons - One Pass Learning. WSCG (2002)