Eric Lefevre

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 42

Top Topics

Random Subspace

Link Prediction

Imbalanced Data

Top Venues

Publications

Fares Grina, Zied Elouedi, Eric Lefevre
Evidential Generative Adversarial Networks for Handling Imbalanced Learning. ECSQARU (2023)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
An ensemble classifier through rough set reducts for handling data with evidential attributes. Inf. Sci. 635 (2023)
Fares Grina, Zied Elouedi, Eric Lefevre
Re-sampling of multi-class imbalanced data using belief function theory and ensemble learning. Int. J. Approx. Reason. 156 (2023)
Fares Grina, Zied Elouedi, Eric Lefevre
Evidential Hybrid Re-sampling for Multi-class Imbalanced Data. IPMU (2) (2022)
Fares Grina, Zied Elouedi, Eric Lefevre
Learning from Imbalanced Data Using an Evidential Undersampling-Based Ensemble. SUM (2022)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
CIMMEP: constrained integrated method for CBR maintenance based on evidential policies. Appl. Intell. 52 (6) (2022)
Fares Grina, Zied Elouedi, Eric Lefevre
Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and Noise. MDAI (2021)
Malika Ben Khalifa, Zied Elouedi, Eric Lefevre
An Evidential Spammer Detection based on the Suspicious Behaviors' Indicators. OCTA (2020)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
Managing uncertainty during CBR systems vocabulary maintenance using Relational Evidential C-Means. OCTA (2020)
Fares Grina, Zied Elouedi, Eric Lefevre
A Preprocessing Approach for Class-Imbalanced Data Using SMOTE and Belief Function Theory. IDEAL (2) (2020)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
An evidential integrated method for maintaining case base and vocabulary containers within CBR systems. Inf. Sci. 529 (2020)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
CEVM: Constrained Evidential Vocabulary Maintenance Policy for CBR Systems. IEA/AIE (2019)
Pauline Minary, Frédéric Pichon, David Mercier, Eric Lefevre, Benjamin Droit
Evidential joint calibration of binary SVM classifiers. Soft Comput. 23 (13) (2019)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
Toward the Evaluation of Case Base Maintenance Policies Under the Belief Function Theory. ECSQARU (2019)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
Decision tree classifiers for evidential attribute values and class labels. Fuzzy Sets Syst. 366 (2019)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
DETD: Dynamic Policy for Case Base Maintenance Based on EK-NNclus Algorithm and Case Types Detection. IPMU (1) (2018)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
Ensemble Enhanced Evidential k-NN Classifier Through Rough Set Reducts. IPMU (1) (2018)
Allel Hadjali, Eric Lefevre
SI on Fuzzy Logic and its Applications (LFA 2015). Fuzzy Sets Syst. 343 (2018)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
Evidential Multi-relational Link Prediction Based on Social Content. ISMIS (2018)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
Exploiting Domain-Experts Knowledge Within an Evidential Process for Case Base Maintenance. BELIEF (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)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Analytical Network Process Method Under the Belief Function Framework. AI*IA (2018)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
ECTD: Evidential Clustering and Case Types Detection for Case Base Maintenance. AICCSA (2017)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Qualitative AHP Method Based on Multiple Criteria Levels Under Group of Experts. DEXA (2) (2017)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
Evidential k-NN for Link Prediction. ECSQARU (2017)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
A Novel k-NN Approach for Data with Uncertain Attribute Values. IEA/AIE (1) (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)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
Comparing dependent combination rules under the belief classifier fusion framework. Soft Comput. 21 (23) (2017)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
Ensemble Enhanced Evidential k-NN Classifier Through Random Subspaces. ECSQARU (2017)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
Evidential Link Prediction in Uncertain Social Networks Based on Node Attributes. IEA/AIE (1) (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)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
Evidential Missing Link Prediction in Uncertain Social Networks. IPMU (1) (2016)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
Feature Selection from Partially Uncertain Data Within the Belief Function Framework. IPMU (2) (2016)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
An Evidential Method for Multi-relational Link Prediction in Uncertain Social Networks. IUKM (2016)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Belief AHP Method - AHP Method with the Belief Function Framework. Int. J. Inf. Technol. Decis. Mak. 15 (3) (2016)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
Handling Uncertain Attribute Values in Decision Tree Classifier Using the Belief Function Theory. AIMSA (2016)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
Evidential Link Prediction Based on Group Information. MIKE (2015)
David Mercier, Frédéric Pichon, Eric Lefevre, François Delmotte
Learning Contextual Discounting and Contextual Reinforcement from Labelled Data. ECSQARU (2015)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Comparison of belief AHP models using a simulation study. IFSA-EUSFLAT (2015)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Qualitative AHP models under the belief function framework. ISDA (2015)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
The Link Prediction Problem under a Belief Function Framework. ICTAI (2015)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
An Extension of the Analytic Hierarchy Process Method under the Belief Function Framework. IPMU (3) (2014)
Frédéric Pichon, David Mercier, François Delmotte, Eric Lefevre
Truthfulness in Contextual Information Correction. Belief Functions (2014)
Ahmed Samet, Eric Lefevre, Sadok Ben Yahia
Belief Function Classification with Conflict Management: Application on Forest Image. SITIS (2014)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Multi-Criteria Decision Making Method with Belief Preference Relations. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 22 (4) (2014)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Modeling Qualitative Assessments under the Belief Function Framework. Belief Functions (2014)
Ahmed Samet, Eric Lefevre, Sadok Ben Yahia
Integration of Extra-Information for Belief Function Theory Conflict Management Problem Through Generic Association Rules. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 22 (4) (2014)
Mira Bou Farah, David Mercier, Eric Lefevre, François Delmotte
Exchanging dynamic and imprecise information in V2V networks with belief functions. ITSC (2013)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Multicriteria Decision Making Based on Qualitative Assessments and Relational Belief. AI*IA (2013)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Modeling expert preference using the qualitative belief function framework. ISDA (2013)
Samir Hachour, François Delmotte, David Mercier, Eric Lefevre
Multi-sensor multi-target tracking with robust kinematic data based credal classification. SDF (2013)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Reasoning under Uncertainty in the AHP Method Using the Belief Function Theory. IPMU (4) (2012)
Alexandre Veremme, Eric Lefevre, Gildas Morvan, Daniel Dupont, Daniel Jolly
Evidential calibration process of multi-agent based system: An application to forensic entomology. Expert Syst. Appl. 39 (3) (2012)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Introducing Incomparability in Modeling Qualitative Belief Functions. MDAI (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)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Handling Partial Preferences in the Belief AHP Method: Application to Life Cycle Assessment. AI*IA (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)
Yann Lemeret, Eric Lefevre, Daniel Jolly
Improvement of an association algorithm for obstacle tracking. Inf. Fusion 9 (2) (2008)
Yann Lemeret, Eric Lefevre, Daniel Jolly
An association algorithm for tracking multiple moving objects. ITSC (2006)
Eric Lefevre, Olivier Colot, Patrick Vannoorenberghe
Reply to the Comments of R. Haenni on the paper "Belief functions combination and conflict management. Inf. Fusion 4 (1) (2003)
Eric Lefevre, Olivier Colot, Patrick Vannoorenberghe
Belief function combination and conflict management. Inf. Fusion 3 (2) (2002)
Eric Lefevre, Olivier Colot, Patrick Vannoorenberghe, Denis de Brucq
Knowledge modeling methods in the framework of evidence theory: an experimental comparison for melanoma detection. SMC (2000)