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Number of documents

58

Frédéric Pichon CV


Journal articles12 documents

  • Sébastien Ramel, Frédéric Pichon, François Delmotte. A reliable version of choquistic regression based on evidence theory. Knowledge-Based Systems, Elsevier, 2020, 205, pp.106252 -. ⟨10.1016/j.knosys.2020.106252⟩. ⟨hal-03492451⟩
  • Frédéric Pichon, Anne-Laure Jousselme, Nadia Ben Abdallah. Several shades of conflict. Fuzzy Sets and Systems, Elsevier, 2019, 366, pp.63 - 84. ⟨10.1016/j.fss.2019.01.014⟩. ⟨hal-03487197⟩
  • Sébastien Destercke, Frédéric Pichon, John Klein. From set relations to belief function relations. International Journal of Approximate Reasoning, Elsevier, 2019, 110, pp.46-63. ⟨10.1016/j.ijar.2019.04.002⟩. ⟨hal-02108318⟩
  • Pauline Minary, Frédéric Pichon, David Mercier, Eric Lefevre, Benjamin Droit. Evidential joint calibration of binary SVM classifiers. Soft Computing, Springer Verlag, 2019. ⟨hal-03217353⟩
  • Frédéric Pichon. Canonical Decomposition of Belief Functions Based on Teugels' Representation of the Multivariate Bernoulli Distribution. Information Sciences, Elsevier, 2018, 428, pp.76 - 104. ⟨hal-03520234⟩
  • Nathalie Helal, Frédéric Pichon, Daniel Porumbel, David Mercier, Eric Lefevre. The capacitated vehicle routing problem with evidential demands. International Journal of Approximate Reasoning, Elsevier, 2018, 95, pp.124-151. ⟨10.1016/j.ijar.2018.02.003⟩. ⟨hal-02542697⟩
  • Pauline Minary, Frédéric Pichon, David Mercier, Eric Lefevre, Benjamin Droit. Face pixel detection using evidential calibration and fusion. International Journal of Approximate Reasoning, Elsevier, 2017. ⟨hal-03218828⟩
  • David Mercier, Frédéric Pichon, Éric Lefèvre. Corrigendum to “Belief functions contextual discounting and canonical decompositions” [International Journal of Approximate Reasoning 53 (2012) 146–158]. International Journal of Approximate Reasoning, Elsevier, 2016, 70, pp.137-139. ⟨10.1016/j.ijar.2015.12.003⟩. ⟨hal-03520235⟩
  • Frédéric Pichon, David Mercier, Eric Lefevre, François Delmotte. Proposition and learning of some belief function contextual correction mechanisms *. International Journal of Approximate Reasoning, Elsevier, 2016, 72, pp.4-42. ⟨10.1016/j.ijar.2015.12.012⟩. ⟨hal-03354123⟩
  • Frederic Pichon, Sébastien Destercke, Thomas Burger. A Consistency-Specificity Trade-Off to Select Source Behavior in Information Fusion. IEEE transactions on systems, man, and cybernetics, Institute of Electrical and Electronics Engineers (IEEE), 2015, 45 (4), pp.598-609. ⟨10.1109/TCYB.2014.2331800⟩. ⟨hal-01078970⟩
  • Frédéric Pichon, Didier Dubois, Thierry Denoeux. Relevance and truthfulness in information correction and fusion. International Journal of Approximate Reasoning, Elsevier, 2012, 53 (2), pp.159-175. ⟨10.1016/j.ijar.2011.02.006⟩. ⟨hal-00656775⟩
  • Frédéric Pichon, Thierry Denoeux. The unnormalized Dempster's rule of combination: a new justification from the Least Commitment Principle and some extensions. Journal of Automated Reasoning, Springer Verlag, 2010, 45 (1), pp.61-87. ⟨hal-00482006⟩

Conference papers37 documents

  • Anne-Laure Jousselme, Frédéric Pichon, Nadia Abdallah, Sébastien Destercke. A note about entropy and inconsistency in evidence theory. 6th International Conference on Belief Functions (BELIEF 2021), Oct 2021, Shanghai, China. pp.215-223, ⟨10.1007/978-3-030-88601-1_22⟩. ⟨hal-03520318⟩
  • Yu-Lin Huang, Gildas Morvan, Frédéric Pichon, David Mercier. SPSC: an efficient, general-purpose execution policy for stochastic simulations. Winter Simulation Conference 2021, Dec 2021, Phoenix, AZ, United States. ⟨hal-03353640⟩
  • Siti Mutmainah, Samir Hachour, Frédéric Pichon, David Mercier. Improving an evidential source of information using contextual corrections depending on partial decisions. 6th International Conference on Belief Functions, Sep 2021, Shanghai, China. pp.247-256. ⟨hal-03520320⟩
  • Nadia Ben Abdallah, Sébastien Destercke, Anne-Laure Jousselme, Frédéric Pichon. Logical and Evidential Inconsistencies Meet: First Steps. 6th International Conference on Belief Functions (BELIEF 2021), Sep 2021, Shanghai, China. pp.207-214, ⟨10.1007/978-3-030-88601-1_21⟩. ⟨hal-03387904⟩
  • Tekwa Tedjini, Sohaib Afifi, Frédéric Pichon, Eric Lefèvre. An extension of specificity-based approximations to other belief function relations. 6th International Conference on Belief Functions, Sep 2021, Shanghai, China. pp.224-233. ⟨hal-03520319⟩
  • Tekwa Tedjini, Sohaib Afifi, Frédéric Pichon, Eric Lefevre. Un modèle de programmation par recours pour le VRPTW avec temps de service et de trajet évidentiels. 30e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2021, Oct 2021, Paris, France. pp.225-232. ⟨hal-03521737⟩
  • Tekwa Tedjini, Sohaib Afifi, Frédéric Pichon, Eric Lefevre. The vehicle routing problem with time windows and evidential service and travel times: A recourse model.. 16th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2021, Sep 2021, Prague, Czech Republic. pp.381-395. ⟨hal-03521749⟩
  • Siti Mutmainah, Samir Hachour, Frédéric Pichon, David Mercier. Corrections contextuelles crédibilistes en fonction de décisions partielles. 30e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2021, Oct 2021, Paris, France. pp.217-224. ⟨hal-03521733⟩
  • Tekwa Tedjini, Sohaib Afifi, Frédéric Pichon, Eric Lefevre. Vers une généralisation de l'approximation des fonctions de croyance. 29e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2020, Oct 2020, Sète, France. pp.199-206. ⟨hal-03521875⟩
  • Yu-Lin Huang, Gildas Morvan, Frédéric Pichon, David Mercier. SPSC: A New Execution Policy for Exploring Discrete-Time Stochastic Simulations. 22nd International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2019), Oct 2019, Turin, Italy. pp.568-575. ⟨hal-03217343⟩
  • Siti Mutmainah, Frédéric Pichon, David Mercier. Apprentissage de corrections contextuelles crédibilistes à partir de données partiellement étiquetées en utilisant la fonction de contour. 28e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2019, Nov 2019, Alès, France. ⟨hal-03218856⟩
  • Siti Mutmainah, Samir Hachour, Frédéric Pichon, David Mercier. On learning evidential contextual corrections from soft labels using a measure of discrepancy between contour functions. 13th International Conference on Scalable Uncertainty Management, SUM 2019, Dec 2019, Compiègne, France. ⟨hal-03217317⟩
  • Yu-Lin Huang, Gildas Morvan, Frédéric Pichon, David Mercier. SPSC: A new execution policy for exploring discrete-time stochastic simulations.. PRIMA 2019, Oct 2019, Turin, Italy. pp.568-575. ⟨hal-03521888⟩
  • Tekwa Tedjini, Sohaib Afifi, Frédéric Pichon, Eric Lefevre. Un modèle Belief-Constrained Programming pour le VRPTW avec temps de service et de trajet crédibilistes. 28e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2019, Nov 2019, Alès, France. pp.217-224. ⟨hal-03521877⟩
  • Sébastien Ramel, Frédéric Pichon, François Delmotte. Étalonnage évidentiel actif de classifieurs SVM. 27e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2018, Nov 2018, Arras, France. ⟨hal-03521894⟩
  • Yu-Lin Huang, Gildas Morvan, Frédéric Pichon, David Mercier. Détection d'événements rares dans les simulations multi-agents. 26èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA2018), Oct 2018, Métabief, France. ⟨hal-01910575⟩
  • Nadia Ben Abdallah, Anne-Laure Jousselme, Frédéric Pichon. Une famille de mesures de conflit entre fonctions de croyance. 27e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2018, Nov 2018, Arras, France. pp.111-118. ⟨hal-03521897⟩
  • Frédéric Pichon, Sébastien Ramel, François Delmotte. Active evidential calibration of binary SVM classifiers. BELIEF 2018, Sep 2018, Compiègne, France. pp.208-216. ⟨hal-03521899⟩
  • Nadia Abdallah, Anne-Laure Jousselme, Frédéric Pichon. An ordered family of consistency measures of belief functions. 5th International Conference on Belief Functions (BELIEF 2018), Sep 2018, Compiègne, France. pp.199-207. ⟨hal-03521902⟩
  • Sébastien Destercke, Frédéric Pichon, John Klein. From Relations Between Sets to Relations Between Belief Functions. 5th International Conference on Belief Functions (BELIEF 2018), Sep 2018, Compiègne, France. pp.65-72. ⟨hal-02053069⟩
  • Nathalie Helal, Frédéric Pichon, Daniel Porumbel, David Mercier, Éric Lefèvre. Le problème de tournées de véhicules avec des demandes évidentielles. 26e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2017, Oct 2017, Amiens, France. pp.15-22. ⟨hal-03521913⟩
  • Pauline Minary, Frédéric Pichon, David Mercier, Éric Lefèvre, Benjamin Droit. Calibration évidentielle conjointe de classifieurs SVM binaires fondée sur la régression logistique. 26e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2017, Oct 2017, Amiens, France. ⟨hal-03521909⟩
  • Nathalie Helal, Frédéric Pichon, Daniel Porumbel, David Mercier, Eric Lefevre. A Recourse Approach for the Capacitated Vehicle Routing Problem with Evidential Demands. 14th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2017, Jul 2017, Lugano, Switzerland. ⟨hal-03218837⟩
  • Pauline Minary, Frédéric Pichon, David Mercier, Eric Lefevre, Benjamin Droit. Evidential joint calibration of binary SVM classifiers using logistic regression. International Conference on Scalable Uncertainty Management, SUM 2017, Oct 2017, Granada, Spain. pp.405-411. ⟨hal-03521917⟩
  • Frédéric Pichon, Anne-Laure Jousselme. A norm-based view on conflict. 25e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2016, Nov 2016, La Rochelle, France. pp.153-159. ⟨hal-03522109⟩
  • Nathalie Helal, Frédéric Pichon, Daniel Porumbel, David Mercier, Éric Lefèvre. The Capacitated Vehicle Routing Problem with Evidential Demands: a Belief-Constrained Programming Approach. BELIEF'2016, Sep 2016, Prague, Czech Republic. pp.212-221, ⟨10.1007/978-3-319-45559-4_22⟩. ⟨hal-03337226⟩
  • Pauline Minary, Frédéric Pichon, David Mercier, Éric Lefèvre, Benjamin Droit. An Evidential Pixel-Based Face Blurring Approach. International Conference on Belief Functions 2016, Sep 2016, Prague, Czech Republic. pp.222-230. ⟨hal-03522112⟩
  • Pauline Minary, Benjamin Droit, Frédéric Pichon, David Mercier, Eric Lefevre. A fusion method for blurring faces on platforms using belief functions. 11th World Congress on Railway Research, May 2016, Milan, Italy. ⟨hal-03522208⟩
  • David Mercier, Frédéric Pichon, Eric Lefevre, François Delmotte. Learning contextual discounting and contextual reinforcement from labelled data. 13th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2015, Jul 2015, Compiègne, France. pp.472-481. ⟨hal-03522189⟩
  • François Delmotte, Frédéric Pichon, David Mercier. A first inquiry into Simpson's paradox with belief functions. International Conférence on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2014), Jul 2014, Montpellier, France. pp.190-199. ⟨hal-03522203⟩
  • Frédéric Pichon, David Mercier, François Delmotte, Eric Lefèvre. Truthfulness in contextual information correction. 3rd International Conference on Belief Functions (BELIEF 2014), Sep 2014, Oxford, United Kingdom. pp.11-20. ⟨hal-03522197⟩
  • E Lefevre, Frédéric Pichon, David Mercier, Zied Elouedi, Benjamin Quost. Estimation de sincérité et pertinence à partir de matrices de confusion pour la correction de fonctions de croyance. Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2014, Oct 2014, Cargèse, France. pp.115-122. ⟨hal-03522193⟩
  • Frédéric Pichon, Sébastien Destercke, Thomas Burger. Selecting source behavior in information fusion on the basis of consistency and specificity. European Conferences on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2013), 2013, Utrecht, Netherlands. pp.473-484, ⟨10.1007/978-3-642-39091-3_40⟩. ⟨hal-00845960⟩
  • Marie-Jeanne Lesot, Thomas Delavallade, Frédéric Pichon, Herman Akdag, Bernadette Bouchon-Meunier, et al.. Proposition of a semi-automatic possibilistic information scoring process. The 7th Conf. of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) and LFA-2011, Jul 2011, Aix-les-Bains, France. pp.949-956. ⟨hal-01286168⟩
  • Thomas Bärecke, Thomas Delavallade, Marie-Jeanne Lesot, Frédéric Pichon, Herman Akdag, et al.. Des données textuelles au renseignement : vers un modèle global de cotation. Atelier COTA (Cotation des informations), Journées Francophones d'Ingénierie des Connaissances, IC'10, Jun 2010, Nîmes, France. pp.87-98. ⟨hal-01291901⟩
  • Thomas Bärecke, Thomas Delavallade, Marie-Jeanne Lesot, Frédéric Pichon, Herman Akdag, et al.. Un modèle de cotation pour la veille informationnelle en source ouverte. 6ème colloque Veille Stratégique Scientifique & Technologique, VSST2010, Oct 2010, Toulouse, France. ⟨hal-01292088⟩
  • Frédéric Pichon, Thierry Denoeux. Interpretation and Computation of alpha-Junctions for Combining Belief Functions. 6th International Symposium on Imprecise Probability: Theories and Applications (ISIPTA '09), 2009, Durham, United Kingdom. ⟨hal-00450984⟩

Book sections5 documents

  • Frédéric Pichon, Didier Dubois, Thierry Denoeux. Quality of Information Sources in Information Fusion. Information Quality in Information Fusion and Decision Making, Springer, pp.31-49, 2019, ⟨10.1007/978-3-030-03643-0_2⟩. ⟨hal-02471588⟩
  • Frédéric Pichon, Christophe Labreuche, Bertrand Duqueroie, Thomas Delavallade. Multidimensional Approach to Reliability Evaluation of Information Sources. Information Evaluation, Wiley, pp.129-156, 2014. ⟨hal-03520311⟩
  • Marie-Jeanne Lesot, Frédéric Pichon, Thomas Delavallade. Quantitative Information Evaluation: Modeling and Experimental Evaluation. Information Evaluation, Wiley, pp.187-230, 2014. ⟨hal-01221609⟩
  • Marie-Jeanne Lesot, Frédéric Pichon, Thomas Delavallade. Cotation quantitative de l'information : modélisation et évaluation expérimentale. Confiance et défiance envers l'information : concepts, besoins, méthodes et perspective, Hermès, pp.195-231, 2013. ⟨hal-01221608⟩
  • Frédéric Pichon, Christophe Labreuche, Bertrand Duqueroie, Thomas Delavallade. Approche multidimensionnelle pour l'évaluation de la fiabilité de sources d'information. Confiance et défiance envers l'information : concepts, besoins, méthodes et perspective, Hermès, pp.147-170, 2013. ⟨hal-03520313⟩

Directions of work or proceedings2 documents

  • Thierry Denœux, Eric Lefevre, Zhunga Liu, Frédéric Pichon. Belief Functions: Theory and Applications. 6th International Conference (BELIEF 2021), Oct 2021, Shanghai, China. 12915, Springer International Publishing, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-88601-1⟩. ⟨hal-03520236⟩
  • Sébastien Destercke, David Mercier, Frédéric Pichon. Special issue from the 5th International Conference on Belief Functions (BELIEF 2018). International Journal of Approximate Reasoning, 117, pp.50-51, 2020, ⟨10.1016/j.ijar.2019.11.004⟩. ⟨hal-02944662⟩

Theses1 document

  • Frédéric Pichon. Fonctions de croyance : décompositions canoniques et règles de combinaison.. Traitement du signal et de l'image [eess.SP]. Université de Technologie de Compiègne, 2009. Français. ⟨tel-00793859⟩

Habilitation à diriger des recherches1 document

  • Frédéric Pichon. Qualité des sources en fusion d'informations dans le cadre de la théorie des fonctions de croyance. Traitement du signal et de l'image [eess.SP]. Université d'Artois, 2018. ⟨tel-01956215⟩