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

Eric LEFEVRE

Professor
Member of the research themes:
Contact information:

Revue Internationale avec Comité de Lecture

2021
International journal with review committee
DOI
Stray Flux Multi-Sensor for Stator Fault Detection in Synchronous Machines
Electronics, pp 2313, Vol. 10, No. 18, 07/2021
2021
International journal with review committee
DOI
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
CIMMEP: constrained integrated method for CBR maintenance based on evidential policies
Applied Intelligence, 02/2021
2020
International journal with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
An evidential integrated method for maintening case base and vocabulary containers within CBR systems
Information Sciences, pp 214-229, Vol. 529, 08/2020
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
Decision tree classifiers for evidential attribute values and class labels
Fuzzy sets and Systems, pp 46-62, Vol. 366, 07/2019
Evidential joint calibration of binary SVM classifiers
Soft Computing, pp 4655-4671, Vol. 23, No. 13, 07/2019
Detection of the stator winding inter-turn faults in asynchronous and synchronous machines through the correlation between harmonics of the voltage of two magnetic flux sensors
IEEE Transaction on Industry Applications, IEEE TIA, pp 2682-2689, Vol. 55, No. 3, 05/2019
2019
International journal with review committee
Sabrine MALLEK -- Imen BOUKHRIS -- Zied ELOUEDI -- Eric LEFEVRE
Evidential link prediction in social networks based on structural and social information
Journal of Computational Science, pp 98-107, Vol. 30, 01/2019
The capacitated vehicle routing problem with evidential demands
International Journal of Approximate Reasoning, pp 124-151, Vol. 95, 04/2018
Information fusion with belief functions for detection of inter-turn short circuit faults in electrical machines using external flux sensors
IEEE Transactions on Industrial Electronics, pp 2642-2652, Vol. 65, No. 3, 03/2018
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
Comparing dependent combination rules under the belief classifier fusion framework
Soft Computing, pp 6919-6932, Vol. 21, No. 23, 12/2017
Face pixel detection using evidential calibration and fusion
International Journal of Approximate Reasoning, pp 202-215, Vol. 91, 12/2017
Ahmed SAMET -- Eric LEFEVRE -- Sadok BEN YAHIA
Evidential data mining: precise support and confidence
Journal of Intelligent Information Systems, pp 135-163, Vol. 47, No. 1, 06/2016
Methods using belief functions to manage imperfect information concerning events on the road in VANETs
Transportation Research Part C: Emerging Technologies, pp 299–320, Vol. 67, 06/2016
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Belief AHP method: AHP method with the belief function framework
International Journal of Information Technology & Decision Making, IJITDM, pp 553-573, Vol. 15, No. 3, 05/2016
Proposition and learning of some belief function contextual correction mechanisms
International Journal of Approximate Reasoning, pp 4-42, Vol. 72, 05/2016
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, 03/2016
2015
International journal with review committee
Ahmed SAMET -- Eric LEFEVRE -- Imen HAMMAMI -- Sadok BEN YAHIA
Reliability estimation measure: Generic discounting approach
International Journal of Pattern Recognition and Artificial Intelligence, IJPRAI, pp 1559011 , Vol. 29, No. 7, 11/2015
Object tracking and credal classification with kinematic data in a multi-target context
Information Fusion, pp 174-188, Vol. 20, , 11/2014
Ahmed SAMET -- Eric LEFEVRE -- Sadok BEN YAHIA
Integration of extra-information for belief function theory conflict management problem through generic association rules
International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, IJUFKS, pp 531-551, Vol. 22, No. 4, 08/2014
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Multi-criteria decision making method with belief preference relations
International Journal of Uncertainty, Fuzziness and Knowledge-based Systems, IJUFKS, pp 573-590, Vol. 22, No. 4, 08/2014
A high-level application using belief functions for exchanging and managing uncertain events on the road in vehicular ad-hoc networks
Annals of telecommunications: special issue on belief functions and uncertainty management in networks and telecommunication, pp 185-199, Vol. 69, No. 3-4, , 04/2014
Eric LEFEVRE -- Zied ELOUEDI
How to preserve the conflict as an alarm in the combination of belief function
Decision Support Systems, pp 326-333, Vol. 56, 12/2013
David MERCIER -- Eric LEFEVRE -- François DELMOTTE
Belief functions contextual discounting and canonical decompositions
International Journal of Approximate Reasoning, pp 146-158, Vol. 53, No. 2, 02/2012
Evidential calibration process of multi-agent based system: An application to forensic entomology
Expert Systems with Applications, pp 2361-2374, Vol. 39, No. 3, 02/2012
David MERCIER -- Eric LEFEVRE -- Daniel JOLLY
Object association with belief functions, an application with vehicles
Information Sciences, pp 5485-5500, Vol. 181, No. 24, 12/2011
Robust Diagnostics of Stator Insulation Based on High Frequency Resonances Measurements
IEEE Transactions on Dielectrics and Electrical Insulation, pp 1496-1502, Vol. 16, No. 5, 10/2009
Yann LEMERET -- Eric LEFEVRE -- Daniel JOLLY
Improvement of an association algorithm for obstacle tracking
Information Fusion, pp 234-245, Vol. 9, No. 2, , 04/2008

Revue Nationale avec Comité de Lecture

David MERCIER -- Eric LEFEVRE -- Daniel JOLLY
Association pour le suivi d’objets dans le cadre de la théorie des fonctions de croyance, application aux véhicules intelligents
Revue des Nouvelles Technologies de l'Information, RNTI, pp 25-50, Vol. E-18, 02/2010
2009
French journal with review committee
Classification multisource via la théorie des fonctions de croyance : application à l’estimation des temps de parcours
Revue de Statisque Appliquée, pp A paraitre, 01/2009

Conférence Internationale avec Comité de Lecture

2021
International conference with review committee
New decision support approach for locating self-dialysis centers
31st European Conference on Operational Research, EURO 2021, Athens, Greece, 07/2021
2020
International conference with review committee
Malek BESSROUR -- Zied ELOUEDI -- Eric LEFEVRE
E-DBSCAN: An evidential version of the DBSCAN method
IEEE Symposium Series on Computational Intelligence, SSCI'2020, pp 3073-3080, 12/2020
2020
International conference with review committee
Fares GRINA -- Zied ELOUEDI -- Eric LEFEVRE
A preprocessing approach for class-imbalanced data using SMOTE an Belief function theory
International intelligent data engineering and automated learning, IDEAL'2020, pp 3-11, 11/2020
2020
International conference with review committee
Adapted coil sensors for measuring the external magnetic field of electrical machines
International conference on engineering & MIS, ICEMIS'2020, pp 1-7, 09/2020
2020
International conference with review committee
Malika BEN KHALIFA -- Zied ELOUEDI -- Eric LEFEVRE
An evidential group spammers detection
8th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU'2020, pp 1-14, 06/2020
2020
International conference with review committee
Malika BEN KHALIFA -- Zied ELOUEDI -- Eric LEFEVRE
An evidential spammer detection based on the suspicious behaviors’ indicators
International multi-conference on: Organization of knowledge an advances technologies, OCTA'2020, pp 1-8, 02/2020
2020
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
Managing uncertainty during CBR systems vocabulary maintenance using relational evidential C-means
International multi-conference on: Organization of knowledge an advances technologies, OCTA'2020, pp 1-10, 02/2020
2019
International conference with review committee
Malika BEN KHALIFA -- Zied ELOUEDI -- Eric LEFEVRE
Multiple criteria fake reviews detection based on spammers’ indicators within the belief function theory
International Conference on Hybrid Intelligent Systems, HIS'2019, No. 145-155, 12/2019
2019
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
Exploiting prior knowledge for evaluating CBR systems using a coverage & constrained evidential clustering based model
16th International Conference on Applied Computing, AC'2019, pp 171-178, 11/2019
2019
International conference with review committee
Malika BEN KHALIFA -- Zied ELOUEDI -- Eric LEFEVRE
Fake reviews detection based on both the review and the reviewer features under belief function theory
16th international conference Applied Computing, AC'2019, pp 123-130, 11/2019
2019
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
Toward the Evaluation of Case Base Maintenance Policies Under the Belief Function Theory
15th European Conference on Symbolic and Quantitative Approaches with Uncertainty, ECSQARU'2019, pp 113-124, 09/2019
2019
International conference with review committee
Information fusion with Correlation Coefficient for detecting inter-turn short circuit faults in asynchronous machines
12th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives, SDEMPED'2019, pp 232-237, 08/2019
2019
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
CEVM: Constrained evidential vocabulary maintenance policy for CBR systems
32th International Conference on Industrial, Engineering other Applications of Applied Intelligent Systems, IEA-AIE'2019, 07/2019
2019
International conference with review committee
Malika BEN KHALIFA -- Zied ELOUEDI -- Eric LEFEVRE
Spammers detection based on reviewers’ behaviors under belief function theory
32th International Conference on Industrial, Engineering other Applications of Applied Intelligent Systems, IEA-AIE'2019, 07/2019
2018
International conference with review committee
Malika BEN KHALIFA -- Zied ELOUEDI -- Eric LEFEVRE
Multiple criteria fake reviews detection using belief function theory
18th International Conference on Intelligent Systems Design and Applications, ISDA 2018, 12/2018
2018
International conference with review committee
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Analytical Network Process Method Under the Belief Function Framework
17th International Conference of the Italian Association for Artificial Intelligence, AI*IA 2018, pp 553-563, 11/2018
2018
International conference with review committee
Sabrine MALLEK -- Imen BOUKHRIS -- Zied ELOUEDI -- Eric LEFEVRE
Evidential Multi-relational Link Prediction Based on Social Content
24th International Symposium on Methodologies for Intelligent Systems, ISMIS 2018, pp 333-343, 10/2018
2018
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
Exploiting Domain-Experts Knowledge Within an Evidential Process for Case Base Maintenance
5th International Conference on Belief Functions: Theory and Applications, BELIEF'2018, pp 22-30, 09/2018
2018
International conference with review committee
Malika BEN KHALIFA -- Zied ELOUEDI -- Eric LEFEVRE
Fake Reviews Detection Under Belief Function Framework
4th International Conference on Advanced Intelligent Systems and Informatics, AISI 2018, pp 395-404, 09/2018
2018
International conference with review committee
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
Ensemble Evidential Editing k-NNs through rough set reducts
13th International FLINS Conference on Data Science and Knowledge Engineering for Sensing Decision Support, FLINS 2018, pp 652-659, 08/2018
2018
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
Maintaining case knowledge vocabulary using a new Evidential Attribute Clustering method
13th International FLINS Conference on Data Science and Knowledge Engineering for Sensing Decision Support, FLINS 2018, pp 347-354, 08/2018
2018
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
CEC-Model: A New Competence Model for CBR Systems Based on the Belief Function Theory
26th International Conference on Case-Based Reasoning, ICCBR 2018, pp 28-44, 07/2018
2018
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
DETD: Dynamic Policy for Case Base Maintenance Based on EK-NNclus Algorithm and Case Types Detection
17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2018, pp 370-382, 06/2018
2018
International conference with review committee
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
Ensemble Enhanced Evidential k-NN Classifier Through Rough Set Reducts
17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2018, pp 383-394, 06/2018
2017
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
"ECTD: Evidential Clustering and case Types Detection for case base maintenance
14th International Conference on Computer Systems and Applications, AICCSA'2017, pp 1462-1469, 10/2017
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, 10/2017
2017
International conference with review committee
Information fusion of external flux sensors for detection of inter-turn short circuit faults in induction machines
43th Annual Conference on the IEEE Industrial Electronics Society, IECON'2017, 10/2017
Diagnosis of induction machines using external magnetic field and correlation coefficient
11th International symposium on Diagnostics for Electrical Machines, Power Electronics and Drives, SDEMPED'17, pp 531-536, 08/2017
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Qualitative AHP method based on multiple criteria levels under group of expert
28th International Conference on Database and Expert Systems Applications, DEXA'2017, pp 441-449, 08/2017
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, 07/2017
2017
International conference with review committee
Detection of stator fault in synchronous generator without the knowledge of the healthy
12th International Conference on Modeling and Simulation of Electrics Machines, Converters and Systems, ELECTRIMACS'2017, 07/2017
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
Ensemble enhanced evidential k-NN classifier through random subspaces
40th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU'2017, pp 212-221, 07/2017
Sabrine MALLEK -- Imen BOUKHRIS -- Zied ELOUEDI -- Eric LEFEVRE
Evidential k-NN for link prediction
40th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU'2017, pp 190-200, 07/2017
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
A novel k-NN approach for data with uncertain attribute values
30th International Conference on Industrial, Engineering other Applications of Applied Intelligent Systems, IEA/AIE’2017, pp 160-170, 06/2017
Sabrine MALLEK -- Imen BOUKHRIS -- Zied ELOUEDI -- Eric LEFEVRE
Evidential link prediction in uncertain social networks based on node attributes
30th International Conference on Industrial, Engineering other Applications of Applied Intelligent Systems, IEA/AIE’2017, pp 595-601, 06/2017
Sabrine MALLEK -- Imen BOUKHRIS -- Zied ELOUEDI -- Eric LEFEVRE
An evidential method for multi-relational link prediction in uncertain social network
5th international symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM'2016, pp 280-292, 11/2016
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, 09/2016
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
Handling uncertain attribute values in decision tree classifier using the belief function theory
17th International Conference on Artificial Intelligence: Methodology, Systems, Applications, AIMSA'2016, pp 26-35, 09/2016
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, 09/2016
Sabrine MALLEK -- Imen BOUKHRIS -- Zied ELOUEDI -- Eric LEFEVRE
Evidential Missing Link Prediction in Uncertain Social Networks
16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, pp 274-285, Vol. 1, Springer, CCIS, 07/2016
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
Feature Selection From Partially Uncertain Data Within the Belief Function Framework
16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, pp 643-655, Vol. 2, Springer, CCIS, 07/2016
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, 06/2016
2015
International conference with review committee
Sabrine MALLEK -- Imen BOUKHRIS -- Zied ELOUEDI -- Eric LEFEVRE
Evidential Link Prediction Based on Group Information
3rd International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2015, pp 482-492, 12/2015
2015
International conference with review committee
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Qualitative AHP Models under the Belief Function Framework
15th International Conference on Intelligent Systems Design and Applications, ISDA'2015, 12/2015
2015
International conference with review committee
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
Belief function combination: comparative study within the classifier fusion framework
1st International Conference on Advanced Intelligent Systems and Informatics, AISI 2015, pp 425-435, 11/2015
2015
International conference with review committee
Sabrine MALLEK -- Imen BOUKHRIS -- Zied ELOUEDI -- Eric LEFEVRE
The Link Prediction Problem Under a Belief Function Framework
27th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2015, Vol. 1014-1020, 11/2015
2015
International conference with review committee
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
Classifier fusion within the belief function framework using dependent combination rules
22nd International Symposium on Methodologies for Intelligent Systems, ISMIS 2015, pp 133-138, 10/2015
2015
International conference with review committee
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Comparison of belief AHP models using a simulation study
16th World Congress of the International Fuzzy Systems Association (IFSA) and 9th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), IFSA-EUSFLAT, 07/2015
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), 07/2015
2014
International conference with review committee
Ahmed SAMET -- Eric LEFEVRE -- Sadok BEN YAHIA
Belief function classification with conflict management: application on forest image
10th International conference on Signal-Image Technology and internet-based systems, SITIS, pp 14-20, 11/2014
Ahmed SAMET -- Eric LEFEVRE -- Sadok BEN YAHIA
Evidential database: a new generalization of database?
3rd International Conference on Belief Functions, BELIEF 2014, pp 105-114, Oxford, United Kingdom, F. Cuzzolin (Ed.), 09/2014
Methods handling accident and traffic jam information with belief functions in VANETs
3rd International Conference on Belief Functions, BELIEF 2014, pp 124-133, Oxford, United Kingdom, F. Cuzzolin (Ed.), 09/2014
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Modeling qualitative assessements under the belief function framework
3rd International Conference on Belief Functions, BELIEF 2014, pp 171-179, Oxford, United Kingdom, F. Cuzzolin (Ed.), 09/2014
Truthfulness in contextual information correction
3rd International Conference on Belief Functions, BELIEF 2014, pp 11-20, Oxford, United Kingdom, F. Cuzzolin (Ed.), 09/2014
2014
International conference with review committee
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
An extension of the analytic hierarchy process method under the belief function framework
15th Information Processing and Management of Uncertainty in Knowledge-Based Systems International Conference, IPMU 2014, pp 233-242, Montpellier, France, 07/2014
2014
International conference with review committee
Ahmed SAMET -- Eric LEFEVRE -- Sadok BEN YAHIA
Classification with evidential associative rules
15th Information Processing and Management of Uncertainty in Knowledge-Based Systems International Conference, IPMU 2014, pp 25-35, Montpellier, France, 07/2014
2013
International conference with review committee
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Modeling expert preference using the qualitative Belief function framework
13th International Conference Intelligent Systems Design and Applications, ISDA 2013, pp 98-103, 12/2013
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Multicriteria decison making based on qualitative assessments and relational belief
13th International Conference of the Italian Association for Artificial Intelligence, AIxIA'2013, AIxIA 2013, pp 48-59, Turin, Italie, 12/2013
Jihene BOUBAKER -- Zied ELOUEDI -- Eric LEFEVRE
Conflict management with dependent information sources in the belief function framework
14th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2013, pp 393-398, Budapest, Hongrie, 11/2013
2013
International conference with review committee
Ahmed SAMET -- Eric LEFEVRE -- Sadok BEN YAHIA
Mining frequent itemsets in evidential database
5th International conference on Knowledge and Systems Engineering, KSE'2013, pp 377-388, Vol. 245, Springer-Verlag, Advances in Intelligent Systems and Comp, 10/2013
Multi-Sensor multi-target tracking with robust kinematic data based credal classification
8th Workshop, Sensor Data Fusion: Trends, Solutions, Application , SDF 2013, Bonn, Germany, 10/2013
2013
International conference with review committee
Ahmed SAMET -- Imen HAMMAMI -- Eric LEFEVRE -- Atef HAMOUDA
Generic discounting avaluation approach for urban image classification
3rd international symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making, IUKM'2013, pp 79-90, 07/2013
2013
International conference with review committee
Ahmed SAMET -- Eric LEFEVRE -- Sadok BEN YAHIA
Reliability estimation with extrinsic measure in belief function theory
5 th International Conference on Modeling, Simulation and Applied Optimization, ICMSAO'2013, pp 1-6, 04/2013
2013
International conference with review committee
Exchanging dynamic and imprecise information in V2V networks with belief functions
16th Int. IEEE Conf. on Intelligent Transport Systems, 6-9 october, ITSC 2013, pp 967-972, The Hague, The Netherlands, 01/2013
2012
International conference with review committee
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Introducing incomparability in modeling qualitative belief functions
9th International Conference on Modeling Decisions for Artificial Intelligence, MDAI'12, pp 382-393, Springer-Verlag, 11/2012
2012
International conference with review committee
An improvement of a diagnosis procedure for AC machines using two external flux sensors based on a fusion process with belief functions
38th Annual Conference of the IEEE Industrial Electronics Society, IECON 2012, pp 5078-5083, Montréal, Québec, Canada, 10/2012
2012
International conference with review committee
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Reasoning under Uncertainty in the AHP Method Using the Belief Function Theory
14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU'2012, pp 373-382, Springer-Verlag, 07/2012
2011
International conference with review committee
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Handling Partial Preferences in the Belief AHP Method: Application to Life Cycle Assessment
Artificial Intelligence Around Man and Beyond - XIIth International Conference of the Italian Association for Artificial Intelligence, AI x IA'2011, pp 395-400, Vol. Springer, LNCS 6934, Palerme, Italie, 09/2011
2011
International conference with review committee
Eric LEFEVRE -- Zied ELOUEDI -- David MERCIER
Towards an Alarm for Opposition Conflict in a Conjunctive
European Conference Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU'2011, pp 314-325, Vol. Springer, LNCS 6717, Belfast, UK, 07/2011
2011
International conference with review committee
Towards a robust exchange of imperfect information in inter-vehicle ad-hoc networks using belief functions
IEEE Intelligent Vehicles Symposium, pp 436-441, Baden-Baden, Germany, 06/2011
2011
International conference with review committee
Ahmed SAMET -- Zouhour BENDHIAF -- Atef HAMOUDA -- Eric LEFEVRE
Classificationof high-resolution remote sensing image by adapting the distance belief function estimation model
International Conference on Communications, Computing and Control Applications , CCCA'2011, pp 1-6, Hammamet, Tunisie, 03/2011
2010
International conference with review committee
Zied ELOUEDI -- Eric LEFEVRE -- David MERCIER
Discountings of a belief function using a confusion matrix
IEEE International Conference on Tools with Artificial Intelligence, pp 287-294, Arras, 10/2010
Application of the belief function theory to validate multi-agent based simulations
1st Workshop on Belief Functions, pp paper 123, Brest, France, , 04/2010
2009
International conference with review committee
Belief Assignment on Compound Hypotheses within the Framework of the Transferable Belief Model
12th International Conference on Information Fusion, Seattle, USA, 07/2009
David MERCIER -- Eric LEFEVRE -- Daniel JOLLY
Object Association in the TBM Framework, Application to Vehicle Driving Aid
International Symposium on Imprecise Probability: Theories and Applications, ISIPTA'09, Durham, 07/2009
2008
International conference with review committee
Diagnostic based on high Frequency Resonances and Information Fusion
17ème IEEE International Symposium on Electrical Insulation, ISEI, Vancouver, Canada, 06/2008
2006
International conference with review committee
Yann LEMERET -- Eric LEFEVRE -- Daniel JOLLY
An association algorithm for tracking multiple moving objects
IEEE Intelligent Transportation Systems Conference , ITSC'2006, pp 1334-1339, Canada, 09/2006
2006
International conference with review committee
Nour eddin EL FAOUZI -- Eric LEFEVRE
Classifiers and Distance-Based Evidential Fusion for Road Travel Time Estimation
Multisource, Multisensor Information Fusion Conference, Vol. 6242, No. 10, Orlando, USA, 04/2006
2005
International conference with review committee
Yann LEMERET -- Eric LEFEVRE -- Daniel JOLLY
Detection and tracking of moving objects
IEEE sponsored international conference on Artificial Intelligence Systems, Divnomorskoye, Russie, 09/2005
2005
International conference with review committee
Yann LEMERET -- Eric LEFEVRE -- Daniel JOLLY
Tracking cars and prediction of their trajectories
International Conference on Machine Intelligence. IEEE Sponsored, ACIDCA-ICMI'2005, Tozeur, Tunisie, 01/2005
2004
International conference with review committee
Yann LEMERET -- Eric LEFEVRE -- Daniel JOLLY
Evidence theory for data fusion in transportation system
Congrès IFAC DECOM TT-2004 Automatic Systems for Building the Infrastructure in Developing Countries, pp 81-86, 01/2004
2004
International conference with review committee
Yann LEMERET -- Eric LEFEVRE -- Daniel JOLLY
Simulator of obstacle detection and tracking
5th EUROSIM Congress on Modelling and Simulation, EUROSIM'04, 01/2004

Conférence Nationale avec Comité de Lecture

Vers une généralisation de l’approximation des fonctions de croyance
Actes des 29èmes rencontres Francophones sur la Logique Floue et ses Applications, LFA 2020, pp 199-206, Sète, France, Cépaduès, 10/2020
2020
French conference with review committee
Un modèle à base de contraintes en fonction de croyance pour le problème de tournées de véhicules avec fenêtres de temps
21ème congrès de la Société Française de Recherche Opérationnelle et Aide à la Décision, ROADEF'2020, 02/2020
Un modèle Belief-Constrained Programming pour le VRPTW avec temps de service et de trajet crédibilistes
Actes des 28èmes rencontres francophones sur la Logique Floue et ses Applications, LFA 2019, pp 217-224, Alès, France, Cépaduès, 11/2019
2018
French conference with review committee
Malika BEN KHALIFA -- Zied ELOUEDI -- Eric LEFEVRE
Détection des faux avis dans un cadre évidentiel
27e Rencontres Francophones sur la Logique Floue et ses Applications, LFA 2018, pp 135-142, 11/2018
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, 10/2017
2017
French conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
La maintenance des bases de cas dans un cadre évidentiel
Actes des 26e Rencontres Francophones sur la Logique Floue et ses Applications, LFA'2017, pp 47-54, 10/2017
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, 10/2017
2016
French conference with review committee
Asma TRABELSI -- Zied ELOUEDI -- Eric LEFEVRE
Nouvelle méthode d’arbre de décision pour le traitement des données partiellement incertaines
Actes des 25e Rencontres Francophones sur la Logique Floue et ses Applications, LFA'2016, pp 57-64, 10/2016
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, 02/2016
2015
French conference with review committee
Sabrine MALLEK -- Zied ELOUEDI -- Eric LEFEVRE
Prédiction des liens dans les réseaux sociaux dans le cadre de la thèorie des fonctions de croyance
Actes des 24e rencontres Francophones sur la Logique Floue et ses Applications, LFA 2015, pp 97-104, 11/2015
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, 10/2014
2013
French conference with review committee
Amel ENNACEUR -- Zied ELOUEDI -- Eric LEFEVRE
Traitement de l’incertitude à l’aide des relations de préférence dans une méthode de décision multicritères
Actes des 22e rencontres Francophones sur la Logique Floue et ses Applications, LFA'2013, pp 137-144, 10/2013
2013
French conference with review committee
Fusion d’Informations pour la Classification Multi-capteurs, Multi-cibles
22èmes Rencontres Francophones sur la Logique Floue et ses Applications , 10-11 octobre , LFA 2013, pp 111-118, Reims, 01/2013
Tracking and Identification of Multiple Targets
7ème Workshop Interdisciplinaire sur la Sécurité Globale, WISG, No. 13, Troyes, France, 01/2013
Classification crédale multi-cibles
21e Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2012), pp 201-208, Compiègne, France, 11/2012
Étude préliminaire de l’application de la fusion d’informations pour le diagnostic de défauts de bobinages de machines à courant alternatif
21e Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2012), pp 87-94, Compiègne, France, 11/2012
Un processus V2V d’échanges et de gestion d’informations imparfaites basé sur des fonctions de croyance
21e Rencontres Francophones sur la Logique Floue et ses Applications (LFA 2012), pp 71-78, Compiègne, France, 11/2012
2010
French conference with review committee
David MERCIER -- Zied ELOUEDI -- Eric LEFEVRE
Sur l’affaiblissement d’une fonction de croyance par une matrice de confusion
Rencontres Francophones sur la Logique Floue et ses Applications, LFA'2010, pp 277-283, Lannion, France, 11/2010
2008
French conference with review committee
Alexandre VEREMME -- Eric LEFEVRE -- Daniel JOLLY
Estimation de fonction de masse de croyance : utilisation et confrontation dans le cadre d’expertise en entomologie médico-légale
Rencontres francophones sur la Logique Floue et ses Applications, LFA'2008, pp 242-249, Lens, France, 10/2008
Application du Modèle des Croyances Transférables dans le cadre d’expertises en Entomologie Médico-Légale
5ème atelier sur la Fouille de données complexes dans un processus d'extraction des connaissances, pp 49-60, Sophia Antipolis, France, 01/2008
2006
French conference with review committee
Eric LEFEVRE -- Nour eddin EL FAOUZI
Estimation et fusion des temps de parcours routiers par la théorie de l’évidence
Workshop Fouilles de données complexes dans un processus d'extraction de connaissances, 6ème journée d'Extraction et Gestion des Connaissances, EGC'2006, 01/2006
2004
French conference with review committee
Classification multi-source via la théorie des croyances
Workshop Fouilles de données complexes dans un processus d'extraction de connaissances, 4ème journée d'Extraction et Gestion des Connaissances, EGC'2004, pp 31-44, 01/2004
2004
French conference with review committee
Eric LEFEVRE -- Jean paul MANATA -- Daniel JOLLY
Classification par la théorie de l’évidence pour la gestion de tournée de véhicules
14ème congrès francophone de Reconnaissance des Formes et d'Intelligence Artificielle, RFIA'2004, 01/2004
2004
French conference with review committee
Yann LEMERET -- Eric LEFEVRE -- Daniel JOLLY
de données provenant d’un laser et d’un radar en utilisant la théorie de l’évidence
2ème Manifestation de JEunes Chercheurs STIC, MAJESTIC'2004, 01/2004

Editorial

2018
Editorial
Allel HADJALI -- Eric LEFEVRE
SI on Fuzzy Logic and its Applications (LFA 2015)
Fuzzy sets and Systems, pp 1-2, Vol. 343, No. 1, 07/2018

Chapitre de livre

2020
Book chapter
Diagnosis of electrical machines by external field measurement
Electrical Systems 2: From Diagnosis to Prognosis, pp 1-35, A. Soauhli and H. Razik, Wiley Online Library, 04/2020

Author of the HDR "Belief functions: from theory to practice"

2012

In this document, the conception of decision support systems in an imperfect context is approached. The goal of these systems is to help the expert to make a decision in the case of complex systems. A complex system is a system for which the decision is based on a large number of information. Moreover, these information can be imperfect (imprecise, uncertain, incomplete, etc.).

To realize decision support systems, three steps are needed:

  1. the data acquisition,
  2.  the modelling the information,
  3. the knowledge extraction (or make the sense) to provide help to the expert for making a decision.

In this habilitation thesis, two last steps of this process are explained. To deal with the imperfect information, we use the belief function theory considered as the unifying formalism in the uncertainty theories. This theory allows us to easily represent the knowledge. Furthermore, the conception of two decision support systems is introduced in this manuscript. The first application concerns the selection of supplier in the framework of supply chain management, whereas second one deals with the decision support for forensic investigation.

Fares GRINA

2022 -

Dealing with imbalanced classification using belief function theory

Keywords:
Imbalanced data, Classification, Uncertainty, Belief Function Theory

Tuan Anh VU

2021 -

Models and solving methods for the vehicle routing problem with evidential uncertainty

Keywords:
Optimization, Vehicle Routing Problem, Uncertainty, Belief function theory

Malika BEN KHALIFA

2019 - 2022

Dealing with uncertainty in fake reviews detection within the belief function theory

Keywords:
Fake reviews detection, belief function theory

Tekwa TEDJINI

2018 - 2021

Vehicle routing problem with uncertain time windows and travel time: an answer based on belief functions

Keywords:
Otpimization, Vehicle Routing Problem with Time Windows, Uncertainty, Belief function theory

Safa BEN AYED

2018 - 2020

Handling Uncertainty in Case Based Reasoning within the Belief Function Theory

Keywords:
Case-based reasoning, Case Base maintenance, Belief functions,

Asma TRABELSI

2016 - 2018

Classifier ensemble under the belief function framework

Keywords:
Ensemble classifier, fusion, belief function theory

Sabrine MALLEK

2016 - 2018

Social network Analysis Under a belief function Framework

Keywords:
Social Networks, Link prediction, Belief functions theory

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

Amel ENNACEUR

2012 - 2015

New AHP methods for handling uncertainty within the Belief Function Theory

Keywords:
Multi-criteria decision making, belief function theory, AHP, pair-wise comparison

Ahmed SAMET

2011 - 2014

Belief function theory : application of data mining tools for imperfect data treatment

Keywords:
Data mining, Belief function theory, conflict management, Associative classification

Yann LEMERET

2003 - 2006

Objects tracking with use of evidence theory for driver assistance systems

Keywords:
Data fusion, belief functions, objects association, Kalman filter

Frédéric PICHON

2018

David MERCIER

2015

Corrections and informaton fusion Belief functions and information fusion. Developments and applications.

Keywords:
Belief functions, Dempster-Shafer theory, Information fusion, Contextual corrections, Data association, Decision support systems, Applications.

SmartMOB (ELSAT 2020)

2015 - 2022

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...

NISTO

2012 - 2015

New Integrated Smart Transport Options

Summary :

The objective of this project is the creation of a transnational evaluation tool for alternative mobility projects that will take into account the following elements: Mobility (efficiency, travel time ...), economic development, quality environmental protection, safety and consumer satisfaction.

PlaiiMob (CISIT)

2007 - 2013

Plate-forme de simulation dédiée aux services de MOBilité

Summary :

The objective of this project is to illustrate how partial information can be exchanged in the context of inter-vehicle communication, for example to warn the driver of a potentially dangerous event (accident, obstacles on the road, braking, ...) or to assist him/her (find a free parking space, avoid traffic jams, be informed in real time of traffic conditions).