Laboratoire de Génie Informatique et d’Automatique de l’Artois

Frédéric PICHON

Associate professor
Member of the research themes:
Contact information:
Yu-Lin HUANG -- Gildas MORVAN -- Frédéric PICHON -- David MERCIER
Détection d’événements rares dans les simulations multi-agents
Actes des 26èmes Journées Francophones sur les Systèmes Multi-Agents , JFSMA 2018, Métabief, France, Cépaduès, octobre 2018
The capacitated vehicle routing problem with evidential demands
International Journal of Approximate Reasoning, pp 124-151, Vol. 95, avril 2018
Frédéric PICHON
Canonical decomposition of belief functions based on Teugels’ representation of the multivariate Bernoulli distribution
Information Sciences, pp 76-104, Vol. 428, février 2018
Face pixel detection using evidential calibration and fusion
International Journal of Approximate Reasoning, pp 202-215, Vol. 91, décembre 2017
Calibration évidentielle conjointe de classifieurs SVM binaires fondée sur la régression logistique
Actes des 26e rencontres Francophones sur la Logique Floue et ses Applications, LFA 2017, pp 39-46, (Prix ex aequo du meilleur papier doctorant), Amiens, France, Cepadues, octobre 2017
Evidential joint calibration of binary SVM classifiers using logistic regression
Proceedings of the 11th International Conference on Scalable Uncertainty Management, SUM 2017, pp 405-411, Volume 10564 of Lecture Notes in Computer Science, Granada, Spain, S. Moral, O. Pivert, D. Sánchez and N. Marín (Eds.), Springer, octobre 2017
Le problème de tournées de véhicules avec des demandes évidentielles
Actes des 26e rencontres Francophones sur la Logique Floue et ses Applications , pp 15-21, (Prix ex aequo du meilleur papier doctorant), Amiens, France, Cepaduès, octobre 2017
A Recourse Approach for the Capacitated Vehicle Routing Problem with Evidential Demands
Proceedings of the 14th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2017, pp 190-200, LNCS 10369, Lugano, Switzerland, A. Antonucci, L. Cholvy and O. Papini (Eds.), Springer, juillet 2017
2016
French conference with review committee
Frédéric PICHON -- Anne-Laure JOUSSELME
A norm-based view on conflict
Actes des 25e rencontres Francophones sur la Logique Floue et ses Applications , pp 153-159, La Rochelle, France, Cépaduès, novembre 2016
An Evidential Pixel-Based Face Blurring Approach
4th International Conference on Belief Functions, BELIEF 2016, pp 222-230, LNAI 9861 (co-best student paper award), Prague, Czech Republic, J. Vejnarová and V. Kratochvil (Eds.), Springer, septembre 2016
The Capacitated Vehicle Routing Problem with Evidential Demands: A Belief-Constrained Programming Approach
4th International Conference on Belief Functions, BELIEF 2016, pp 212-221, LNAI 9861, Prague, Czech Republic, J. Vejnarová and V. Kratochvil (Eds.), Springer, septembre 2016
2016
International conference with review committee
A fusion method for blurring faces on platforms using belief functions
11th World Congress on Railway Research, Milan, Italie, juin 2016
Proposition and learning of some belief function contextual correction mechanisms
International Journal of Approximate Reasoning, pp 4-42, Vol. 72, mai 2016
David MERCIER -- Frédéric PICHON -- Eric LEFEVRE
Corrigendum to "Belief Functions Contextual Discounting and Canonical Decompositions" [International Journal of Approximate Reasoning 53 (2012) 146-158]
International Journal of Approximate Reasoning, pp 137 - 139, Vol. 70, mars 2016
2016
French conference with review committee
Optimisation discrète sous incertitudes modélisées par des fonctions de croyance
17ème congrès ROADEF de la société Française de Recherche Opérationnelle et Aide à la Décision, Compiègne, France, février 2016
2015
International conference with review committee
Learning contextual discounting and contextual reinforcement from labelled data
13th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2015, pp 472-481, Compiègne, France , S. Destercke and T. Denoeux (Eds), juillet 2015
2015
International journal with review committee
Frédéric PICHON -- Sébastien DESTERCKE -- Thomas BURGER
A Consistency-Specificity Trade-Off to Select Source Behavior in Information Fusion
IEEE Transactions on Cybernetics, pp 598-609, Vol. 45, No. 4, avril 2015
2014
French conference with review committee
Estimation de sincérité et pertinence à partir de matrices de confusion pour la correction de fonctions de croyance
Actes des 23e rencontres Francophones sur la Logique Floue et ses Applications, pp 115–122, Cargèse, France, Cépaduès, octobre 2014
Truthfulness in contextual information correction
3rd International Conference on Belief Functions, BELIEF 2014, pp 11-20, Oxford, United Kingdom, F. Cuzzolin (Ed.), septembre 2014
2014
International conference with review committee
François DELMOTTE -- David MERCIER -- Frédéric PICHON
A first inquiry into Simpson’s paradox with belief functions
15th Information Processing and Management of Uncertainty in Knowledge-Based Systems International Conference, IPMU 2014, pp 190-199, Montpellier, France, juillet 2014
2014
Scientific book
Multidimensional Approach to Reliability Evaluation of Information Sources
Information evaluation, pp 129–156, P. Capet, T. Delavallade, Wiley-ISTE, janvier 2014
2014
Scientific book
Quantitative Information Evaluation: Modeling and Experimental Evaluation
Information evaluation, pp 187–228, P. Capet, T. Delavallade, Wiley-ISTE, janvier 2014

Yu-Lin HUANG

2017 -

Categorisation of numerical simulations using pattern recognition tools. Applications to intermodality in transports.

Keywords:
Numerical simulations, Pattern recognition, Dempster-Shafer theory

Siti MUTMAINAH

2017 -

Learning evidential networks from data

Keywords:
Belief functions, Graphical Models, Learning

Sebastien RAMEL

2016 -

Semi supervised classification: case of the task allocation in a driver/ car pair

Keywords:

Pauline MINARY

2014 - 2017

Evidential calibration and fusion of multiple classifiers: application to face blurring

Keywords:
Video sequences, blurring faces, face detectors, information fusion, belief functions

Nathalie HELAL

2014 - 2017

An evidential answer for the capacitated vehicle routing problem with uncertain demands

Keywords:
Optimization under uncertainty, Belief functions theory, Vehicle routing problem

SmartMOB (ELSAT 2020)

2015 - 2020

Smart Mobility

Summary :

The first purpose of the SmartMOB (Smart MOBility) project is to encourage drivers to park their cars to continue their trips using public transport to save time, facilitate their trips, save money, to reduce greenhouse gas emissions...

VUMOPE (ELSAT 2020)

2015 - 2020

Vers Une MObilité Propre et Efficace

Summary :

L’objectif de ce projet est de repenser les recherches sur l’amélioration des performances des véhicules en intégrant la complexité des usages, par exemples les comportements des conducteurs.