| 2023 | ECSQARU | Evidential Generative Adversarial Networks for Handling Imbalanced Learning. | Fares Grina, Zied Elouedi, Eric Lefevre |
| 2022 | IPMU | Evidential Hybrid Re-sampling for Multi-class Imbalanced Data. | Fares Grina, Zied Elouedi, Eric Lefevre |
| 2021 | ECSQARU | Uncertainty-Aware Resampling Method for Imbalanced Classification Using Evidence Theory. | Fares Grina, Zied Elouedi, Eric Lefvre |
| 2021 | IDEAL | An Optimized Evidential Artificial Immune Recognition System Based on Genetic Algorithm. | Rihab Abdelkhalek, Zied Elouedi |
| 2021 | ISDA | Optimized Evidential AIRS with Feature Selection and Genetic Algorithm. | Rihab Abdelkhalek, Zied Elouedi |
| 2021 | ISDA | Evidential Spammers and Group Spammers Detection. | Malika Ben Khalifa, Zied Elouedi, Eric Lefvre |
| 2021 | MDAI | Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and Noise. | Fares Grina, Zied Elouedi, Eric Lefevre |
| 2020 | IPMU | A Belief Classification Approach Based on Artificial Immune Recognition System. | Rihab Abdelkhalek, Zied Elouedi |
| 2020 | IPMU | Evidential Group Spammers Detection. | Malika Ben Khalifa, Zied Elouedi, Eric Lefvre |
| 2020 | IDEAL | A Preprocessing Approach for Class-Imbalanced Data Using SMOTE and Belief Function Theory. | Fares Grina, Zied Elouedi, Eric Lefevre |
| 2020 | KSEM | Parameter Optimization and Weights Assessment for Evidential Artificial Immune Recognition System. | Rihab Abdelkhalek, Zied Elouedi |
| 2019 | ECSQARU | Toward the Evaluation of Case Base Maintenance Policies Under the Belief Function Theory. | Safa Ben Ayed, Zied Elouedi, Eric Lefevre |
| 2019 | HIS | Multiple Criteria Fake Reviews Detection Based on Spammers' Indicators Within the Belief Function Theory. | Malika Ben Khalifa, Zied Elouedi, Eric Lefvre |
| 2019 | IDEAL | Joining Items Clustering and Users Clustering for Evidential Collaborative Filtering. | Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi |
| 2019 | KSEM | Evidential Artificial Immune Recognition System. | Abir Lahsoumi, Zied Elouedi |
| 2019 | MDAI | An Evidential Clustering for Collaborative Filtering Based on Users' Preferences. | Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi |
| 2018 | ICCBR | CEC-Model: A New Competence Model for CBR Systems Based on the Belief Function Theory. | Safa Ben Ayed, Zied Elouedi, Eric Lefvre |
| 2018 | IPMU | Towards a Hybrid User and Item-Based Collaborative Filtering Under the Belief Function Theory. | Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi |
| 2018 | IPMU | DETD: Dynamic Policy for Case Base Maintenance Based on EK-NNclus Algorithm and Case Types Detection. | Safa Ben Ayed, Zied Elouedi, Eric Lefevre |
| 2018 | IPMU | Ensemble Enhanced Evidential k-NN Classifier Through Rough Set Reducts. | Asma Trabelsi, Zied Elouedi, Eric Lefevre |
| 2018 | ISDA | An Evidential Collaborative Filtering Dealing with Sparsity Problem and Data Imperfections. | Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi |
| 2018 | ISDA | Multiple Criteria Fake Reviews Detection Using Belief Function Theory. | Malika Ben Khalifa, Zied Elouedi, Eric Lefvre |
| 2018 | ISDA | K-Nearest Neighbors Under Possibility Framework with Optimizing Parameters. | Sarra Saied, Zied Elouedi |
| 2018 | ISMIS | Evidential Multi-relational Link Prediction Based on Social Content. | Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre |
| 2017 | AICCSA | ECTD: Evidential Clustering and Case Types Detection for Case Base Maintenance. | Safa Ben Ayed, Zied Elouedi, Eric Lefevre |
| 2017 | DEXA | Qualitative AHP Method Based on Multiple Criteria Levels Under Group of Experts. | Amel Ennaceur, Zied Elouedi, Eric Lefevre |
| 2017 | ECSQARU | A Clustering Approach for Collaborative Filtering Under the Belief Function Framework. | Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi |
| 2017 | ECSQARU | Evidential k-NN for Link Prediction. | Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre |
| 2017 | ECSQARU | Ensemble Enhanced Evidential k-NN Classifier Through Random Subspaces. | Asma Trabelsi, Zied Elouedi, Eric Lefevre |
| 2017 | ISDA | From Crisp to Soft Possibilistic and Rough Meta-clustering of Retail Datasets. | Asma Ammar, Zied Elouedi |
| 2017 | ISMIS | Selection of Initial Modes for Rough Possibilistic K-Modes Methods. | Asma Ammar, Zied Elouedi |
| 2016 | AICCSA | A clustering based approach for query relaxation in evidential databases. | Abir Amami, Zied Elouedi, Allel Hadjali |
| 2016 | AICCSA | Clustering data stream under a belief function framework. | Maroua Bahri, Zied Elouedi |
| 2016 | AIMSA | Handling Uncertain Attribute Values in Decision Tree Classifier Using the Belief Function Theory. | Asma Trabelsi, Zied Elouedi, Eric Lefevre |
| 2016 | IPMU | Causal Belief Inference in Multiply Connected Networks. | Oumaima Boussarsar, Imen Boukhris, Zied Elouedi |
| 2016 | IPMU | Evidential Missing Link Prediction in Uncertain Social Networks. | Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre |
| 2016 | IPMU | Feature Selection from Partially Uncertain Data Within the Belief Function Framework. | Asma Trabelsi, Zied Elouedi, Eric Lefevre |
| 2016 | KSEM | Evidential Item-Based Collaborative Filtering. | Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi |
| 2015 | EUSFLAT | Comparison of belief AHP models using a simulation study. | Amel Ennaceur, Zied Elouedi, Eric Lefevre |
| 2015 | ICONIP | A New Version of the Dendritic Cell Immune Algorithm Based on the K-Nearest Neighbors. | Kaouther Ben Ali, Zeineb Chelly, Zied Elouedi |
| 2015 | ICTAI | The Link Prediction Problem under a Belief Function Framework. | Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre |
| 2015 | ISDA | Inference in junction trees using the belief function theory. | Oumaima Boussarsar, Imen Boukhris, Zied Elouedi |
| 2015 | ISDA | Qualitative AHP models under the belief function framework. | Amel Ennaceur, Zied Elouedi, Eric Lefevre |
| 2015 | ISMIS | Classifier Fusion Within the Belief Function Framework Using Dependent Combination Rules. | Asma Trabelsi, Zied Elouedi, Eric Lefvre |
| 2014 | AISC | A Direct Propagation Method in Singly Connected Causal Belief Networks with Conditional Distributions for all Causes. | Oumaima Boussarsar, Imen Boukhris, Zied Elouedi |
| 2014 | CoDIT | A study of the data pre-processing module of the dendritic cell evolutionary algorithm. | Zeineb Chelly, Zied Elouedi |
| 2014 | DEXA | Incremental Induction of Belief Decision Trees in Averaging Approach. | Salsabil Trabelsi, Zied Elouedi, Mouna El Aroui |
| 2014 | DSAA | Rough possibilistic meta-clustering of retail datasets. | Asma Ammar, Zied Elouedi, Pawan Lingras |
| 2014 | GECCO | A two-leveled hybrid dendritic cell algorithm under imprecise reasoning. | Zeineb Chelly, Zied Elouedi |
| 2014 | HAIS | Maintaining Case Based Reasoning Systems Based on Soft Competence Model. | Abir Smiti, Zied Elouedi |
| 2014 | IPMU | Representing Interventional Knowledge in Causal Belief Networks: Uncertain Conditional Distributions Per Cause. | Oumaima Boussarsar, Imen Boukhris, Zied Elouedi |
| 2014 | IPMU | An Extension of the Analytic Hierarchy Process Method under the Belief Function Framework. | Amel Ennaceur, Zied Elouedi, Eric Lefevre |
| 2013 | AI | The K-Modes Method under Possibilistic Framework. | Asma Ammar, Zied Elouedi, Pawan Lingras |
| 2013 | AI | Exhaustive Search with Belief Discernibility Matrix and Function. | Salsabil Trabelsi, Zied Elouedi, Pawan Lingras |
| 2013 | ECSQARU | Causal Belief Networks: Handling Uncertain Interventions. | Imen Boukhris, Salem Benferhat, Zied Elouedi |
| 2013 | ECSQARU | A Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier. | Zeineb Chelly, Zied Elouedi |
| 2013 | FlAIRS | Modeling Competence for Case Based Reasoning Systems Using Clustering. | Abir Smiti, Zied Elouedi |
| 2013 | GECCO | A new data pre-processing approach for the dendritic cellalgorithm based on fuzzy rough set theory. | Zeineb Chelly, Zied Elouedi |
| 2013 | HSI | Soft DBSCAN: Improving DBSCAN clustering method using fuzzy set theory. | Abir Smiti, Zied Elouedi |
| 2013 | ICONIP | Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase. | Zeineb Chelly, Zied Elouedi |
| 2013 | IFSA | The k-modes method using possibility and rough set theories. | Asma Ammar, Zied Elouedi, Pawan Lingras |
| 2013 | ISDA | Modeling expert preference using the qualitative belief function framework. | Amel Ennaceur, Zied Elouedi, Eric Lefevre |
| 2012 | ICAISC | COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method. | Zeineb Chelly, Abir Smiti, Zied Elouedi |
| 2012 | ICONIP | RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory. | Zeineb Chelly, Zied Elouedi |
| 2012 | IPMU | K-Modes Clustering Using Possibilistic Membership. | Asma Ammar, Zied Elouedi, Pawan Lingras |
| 2012 | IPMU | Handling Interventions with Uncertain Consequences in Belief Causal Networks. | Imen Boukhris, Zied Elouedi, Salem Benferhat |
| 2012 | IPMU | Reasoning under Uncertainty in the AHP Method Using the Belief Function Theory. | Amel Ennaceur, Zied Elouedi, Eric Lefevre |
| 2012 | ISAIM | From Acceptation Relations to Causality Ascription in a Belief Function Framework. | Imen Boukhris, Zied Elouedi, Salem Benferhat |
| 2012 | ISMIS | RPKM: The Rough Possibilistic K-Modes. | Asma Ammar, Zied Elouedi, Pawan Lingras |
| 2012 | MDAI | Introducing Incomparability in Modeling Qualitative Belief Functions. | Amel Ennaceur, Zied Elouedi, Eric Lefevre |
| 2011 | ECSQARU | Towards an Alarm for Opposition Conflict in a Conjunctive Combination of Belief Functions. | Eric Lefevre, Zied Elouedi, David Mercier |
| 2011 | FlAIRS | Modeling Interventions Using Belief Causal Networks. | Imen Boukhris, Zied Elouedi, Salem Benferhat |
| 2011 | FUSION | Redefining material implication with subjective logic. | Audun Jsang, Zied Elouedi |
| 2011 | ISDA | Analyzing belief function networks with conditional beliefs. | Imen Boukhris, Zied Elouedi, Salem Benferhat |
| 2011 | ISDA | WCOID: Maintaining case-based reasoning systems using Weighting, Clustering, Outliers and Internal cases Detection. | Abir Smiti, Zied Elouedi |
| 2011 | KSEM | Representing Belief Function Knowledge with Graphical Models. | Imen Boukhris, Salem Benferhat, Zied Elouedi |
| 2010 | AICCSA | IK-BKM: An incremental clustering approach based on intra-cluster distance. | Sarra Ben Hariz, Zied Elouedi |
| 2010 | IPMU | Rule Discovery Process Based on Rough Sets under the Belief Function Framework. | Salsabil Trabelsi, Zied Elouedi, Pawan Lingras |
| 2010 | ICTAI | Discountings of a Belief Function Using a Confusion Matrix. | Zied Elouedi, Eric Lefevre, David Mercier |
| 2010 | ISDA | Belief Rough Set Classification for web mining based on dynamic core. | Salsabil Trabelsi, Zied Elouedi, Pawan Lingras |
| 2009 | AI | Belief Rough Set Classifier. | Salsabil Trabelsi, Zied Elouedi, Pawan Lingras |
| 2009 | ECSQARU | On the Use of Clustering in Possibilistic Decision Tree Induction. | Ilyes Jenhani, Salem Benferhat, Zied Elouedi |
| 2009 | ISDA | Similarity Analysis of Protein Binding Sites: A Generalization of the Maximum Common Subgraph Measure Based on Quasi-Clique Detection. | Imen Boukhris, Zied Elouedi, Thomas Fober, Marco Mernberger, Eyke Hllermeier |
| 2007 | ECSQARU | Information Affinity: A New Similarity Measure for Possibilistic Uncertain Information. | Ilyes Jenhani, Nahla Ben Amor, Zied Elouedi, Salem Benferhat, Khaled Mellouli |
| 2007 | ECSQARU | Interpreting Belief Functions as Dirichlet Distributions. | Audun Jsang, Zied Elouedi |
| 2007 | ECSQARU | Belief Classification Approach Based on Generalized Credal EM. | Imne Jraidi, Zied Elouedi |
| 2006 | AIMSA | Clustering Approach Using Belief Function Theory. | Sarra Ben Hariz, Zied Elouedi, Khaled Mellouli |
| 2005 | ECSQARU | Towards a Definition of Evaluation Criteria for Probabilistic Classifiers. | Nahla Ben Amor, Salem Benferhat, Zied Elouedi |
| 2005 | ECSQARU | Qualitative Inference in Possibilistic Option Decision Trees. | Ilyes Jenhani, Zied Elouedi, Nahla Ben Amor, Khaled Mellouli |
| 2004 | SAC | Naive Bayes vs decision trees in intrusion detection systems. | Nahla Ben Amor, Salem Benferhat, Zied Elouedi |
| 2003 | ECSQARU | Decision Trees and Qualitative Possibilistic Inference: Application to the Intrusion Detection Problem. | Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Khaled Mellouli |
| 2001 | ECSQARU | The Evaluation of Sensors' Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model. | Zied Elouedi, Khaled Mellouli, Philippe Smets |
| 2000 | AIMSA | Classification with Belief Decision Trees. | Zied Elouedi, Khaled Mellouli, Philippe Smets |
| 2000 | DIS | Classiying Scenarios Using Belief Decision Trees. | Zied Elouedi, Khaled Mellouli |