Classification with Belief Decision Trees. - Zied Elouedi; Khaled Mellouli; Philippe Smets (AIMSA, 2000)

Classiying Scenarios Using Belief Decision Trees. - Zied Elouedi; Khaled Mellouli (Discovery Science, 2000)

The Evaluation of Sensors' Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model. - Zied Elouedi; Khaled Mellouli; Philippe Smets (ECSQARU, 2001)

Belief decision trees: theoretical foundations. - Zied Elouedi; Khaled Mellouli; Philippe Smets (Int. J. Approx. Reason., 2001)

Decision Trees and Qualitative Possibilistic Inference: Application to the Intrusion Detection Problem. - Nahla Ben Amor; Salem Benferhat; Zied Elouedi; Khaled Mellouli (ECSQARU, 2003)

Qualitative classification and evaluation in possibilistic decision trees. - Nahla Ben Amor; Salem Benferhat; Zied Elouedi (FUZZ-IEEE, 2004)

Naive Bayes vs decision trees in intrusion detection systems. - Nahla Ben Amor; Salem Benferhat; Zied Elouedi (SAC, 2004)

Assessing sensor reliability for multisensor data fusion within the transferable belief model. - Zied Elouedi; Khaled Mellouli; Philippe Smets (IEEE Trans. Syst. Man Cybern. Part B, 2004)

Towards a Definition of Evaluation Criteria for Probabilistic Classifiers. - Nahla Ben Amor; Salem Benferhat; Zied Elouedi (ECSQARU, 2005)

Qualitative Inference in Possibilistic Option Decision Trees. - Ilyes Jenhani; Zied Elouedi; Nahla Ben Amor; Khaled Mellouli (ECSQARU, 2005)

Clustering Approach Using Belief Function Theory. - Sarra Ben Hariz; Zied Elouedi; Khaled Mellouli (AIMSA, 2006)

Réseaux bayésiens naïfs et arbres de décision dans les systèmes de détection d'intrusions. - Nahla Ben Amor; Salem Benferhat; Zied Elouedi (Tech. Sci. Informatiques, 2006)

Information Affinity: A New Similarity Measure for Possibilistic Uncertain Information. - Ilyes Jenhani; Nahla Ben Amor; Zied Elouedi; Salem Benferhat; Khaled Mellouli (ECSQARU, 2007)

Interpreting Belief Functions as Dirichlet Distributions. - Audun Jøsang; Zied Elouedi (ECSQARU, 2007)

Belief Classification Approach Based on Generalized Credal EM. - Imène Jraidi; Zied Elouedi (ECSQARU, 2007)

Pruning belief decision tree methods in averaging and conjunctive approaches. - Salsabil Trabelsi; Zied Elouedi; Khaled Mellouli (Int. J. Approx. Reason., 2007)

SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach. - Ilyes Jenhani; Nahla Ben Amor; Salem Benferhat; Zied Elouedi (FoIKS, 2008)

Decision trees as possibilistic classifiers. - Ilyes Jenhani; Nahla Ben Amor; Zied Elouedi (Int. J. Approx. Reason., 2008)

Belief Rough Set Classifier. - Salsabil Trabelsi; Zied Elouedi; Pawan Lingras (Canadian AI, 2009)

On the Use of Clustering in Possibilistic Decision Tree Induction. - Ilyes Jenhani; Salem Benferhat; Zied Elouedi (ECSQARU, 2009)

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 Hüllermeier (ISDA, 2009)

Dynamic Reduct from Partially Uncertain Data Using Rough Sets. - Salsabil Trabelsi; Zied Elouedi; Pawan Lingras (RSFDGrC, 2009)

Naïve possibilistic network classifiers. - Bakhta Haouari; Nahla Ben Amor; Zied Elouedi; Khaled Mellouli (Fuzzy Sets Syst., 2009)

Special Issue on the Ninth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2007). - Khaled Mellouli; Zied Elouedi; Nahla Ben Amor; Boutheina Ben Yaghlane (Int. J. Approx. Reason., 2009)

IK-BKM: An incremental clustering approach based on intra-cluster distance. - Sarra Ben Hariz; Zied Elouedi (AICCSA, 2010)

FDCM: A Fuzzy Dendritic Cell Method. - Zeineb Chelly; Zied Elouedi (ICARIS, 2010)

Discountings of a Belief Function Using a Confusion Matrix. - Zied Elouedi; Eric Lefevre; David Mercier (ICTAI (1), 2010)

Rule Discovery Process Based on Rough Sets under the Belief Function Framework. - Salsabil Trabelsi; Zied Elouedi; Pawan Lingras (IPMU, 2010)

Belief Rough Set Classification for web mining based on dynamic core. - Salsabil Trabelsi; Zied Elouedi; Pawan Lingras (ISDA, 2010)

A Comparison of Dynamic and Static Belief Rough Set Classifier. - Salsabil Trabelsi; Zied Elouedi; Pawan Lingras (RSCTC, 2010)

DK-BKM: Decremental K Belief K-Modes Method. - Sarra Ben Hariz; Zied Elouedi (SUM, 2010)

Heuristic method for attribute selection from partially uncertain data using rough sets. - Salsabil Trabelsi; Zied Elouedi (Int. J. Gen. Syst., 2010)

A New Possibilistic Clustering Method: The Possibilistic K-Modes. - Asma Ammar; Zied Elouedi (AI*IA, 2011)

Handling Partial Preferences in the Belief AHP Method: Application to Life Cycle Assessment. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (AI*IA, 2011)

Towards an Alarm for Opposition Conflict in a Conjunctive Combination of Belief Functions. - Eric Lefevre; Zied Elouedi; David Mercier (ECSQARU, 2011)

Modeling Interventions Using Belief Causal Networks. - Imen Boukhris; Zied Elouedi; Salem Benferhat (FLAIRS, 2011)

Redefining material implication with subjective logic. - Audun Jøsang; Zied Elouedi (FUSION, 2011)

Ranking-Based Feature Selection Method for Dynamic Belief Clustering. - Sarra Ben Hariz; Zied Elouedi (ICAIS, 2011)

Further Exploration of the Fuzzy Dendritic Cell Method. - Zeineb Chelly; Zied Elouedi (ICARIS, 2011)

Analyzing belief function networks with conditional beliefs. - Imen Boukhris; Zied Elouedi; Salem Benferhat (ISDA, 2011)

WCOID: Maintaining case-based reasoning systems using Weighting, Clustering, Outliers and Internal cases Detection. - Abir Smiti; Zied Elouedi (ISDA, 2011)

Representing Belief Function Knowledge with Graphical Models. - Imen Boukhris; Salem Benferhat; Zied Elouedi (KSEM, 2011)

Classification systems based on rough sets under the belief function framework. - Salsabil Trabelsi; Zied Elouedi; Pawan Lingras (Int. J. Approx. Reason., 2011)

Classification with Dynamic Reducts and Belief Functions. - Salsabil Trabelsi; Zied Elouedi; Pawan Lingras (Trans. Rough Sets, 2011)

Ascribing Causality from Interventional Belief Function Knowledge. - Imen Boukhris; Salem Benferhat; Zied Elouedi (Belief Functions, 2012)

COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method. - Zeineb Chelly; Abir Smiti; Zied Elouedi (ICAISC (2), 2012)

RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory. - Zeineb Chelly; Zied Elouedi (ICARIS, 2012)

RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory. - Zeineb Chelly; Zied Elouedi (ICONIP (3), 2012)

K-Modes Clustering Using Possibilistic Membership. - Asma Ammar; Zied Elouedi; Pawan Lingras (IPMU (3), 2012)

Handling Interventions with Uncertain Consequences in Belief Causal Networks. - Imen Boukhris; Zied Elouedi; Salem Benferhat (IPMU (3), 2012)

Reasoning under Uncertainty in the AHP Method Using the Belief Function Theory. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (IPMU (4), 2012)

From Acceptation Relations to Causality Ascription in a Belief Function Framework. - Imen Boukhris; Zied Elouedi; Salem Benferhat (ISAIM, 2012)

RPKM: The Rough Possibilistic K-Modes. - Asma Ammar; Zied Elouedi; Pawan Lingras (ISMIS, 2012)

Introducing Incomparability in Modeling Qualitative Belief Functions. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (MDAI, 2012)

Heuristic for Attribute Selection Using Belief Discernibility Matrix. - Salsabil Trabelsi; Zied Elouedi; Pawan Lingras (RSKT, 2012)

The K-Modes Method under Possibilistic Framework. - Asma Ammar; Zied Elouedi; Pawan Lingras (Canadian AI, 2013)

Exhaustive Search with Belief Discernibility Matrix and Function. - Salsabil Trabelsi; Zied Elouedi; Pawan Lingras (Canadian AI, 2013)

Multicriteria Decision Making Based on Qualitative Assessments and Relational Belief. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (AI*IA, 2013)

Causal Belief Networks: Handling Uncertain Interventions. - Imen Boukhris; Salem Benferhat; Zied Elouedi (ECSQARU, 2013)

A Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier. - Zeineb Chelly; Zied Elouedi (ECSQARU, 2013)

Modeling Competence for Case Based Reasoning Systems Using Clustering. - Abir Smiti; Zied Elouedi (FLAIRS, 2013)

A new data pre-processing approach for the dendritic cellalgorithm based on fuzzy rough set theory. - Zeineb Chelly; Zied Elouedi (GECCO (Companion), 2013)

Soft DBSCAN: Improving DBSCAN clustering method using fuzzy set theory. - Abir Smiti; Zied Elouedi (HSI, 2013)

QR-DCA: A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm. - Zeineb Chelly; Zied Elouedi (ICANNGA, 2013)

Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase. - Zeineb Chelly; Zied Elouedi (ICONIP (2), 2013)

The k-modes method using possibility and rough set theories. - Asma Ammar; Zied Elouedi; Pawan Lingras (IFSA/NAFIPS, 2013)

Modeling expert preference using the qualitative belief function framework. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (ISDA, 2013)

Incremental Rough Possibilistic K-Modes. - Asma Ammar; Zied Elouedi; Pawan Lingras (MIWAI, 2013)

Incremental Possibilistic K-Modes. - Asma Ammar; Zied Elouedi; Pawan Lingras (RSFDGrC, 2013)

Belief Discernibility Matrix and Function for Incremental or Large Data. - Salsabil Trabelsi; Zied Elouedi; Pawan Lingras (RSFDGrC, 2013)

Decremental Possibilistic K-Modes. - Asma Ammar; Zied Elouedi; Pawan Lingras (SCAI, 2013)

A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier. - Zeineb Chelly; Zied Elouedi (ICSI (1), 2013)

Learning from Uncertain Data Using Possibilistic Artificial Immune Recognition Systems. - Rim Hentech; Ilyes Jenhani; Zied Elouedi (TPNC, 2013)

How to preserve the conflict as an alarm in the combination of belief functions? - Eric Lefèvre; Zied Elouedi (Decis. Support Syst., 2013)

Dealing with external actions in belief causal networks. - Imen Boukhris; Zied Elouedi; Salem Benferhat (Int. J. Approx. Reason., 2013)

A Direct Propagation Method in Singly Connected Causal Belief Networks with Conditional Distributions for all Causes. - Oumaima Boussarsar; Imen Boukhris; Zied Elouedi (AISC, 2014)

Modeling Qualitative Assessments under the Belief Function Framework. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (Belief Functions, 2014)

Belief Hierarchical Clustering. - Wiem Maalel; Kuang Zhou; Arnaud Martin 001; Zied Elouedi (Belief Functions, 2014)

A study of the data pre-processing module of the dendritic cell evolutionary algorithm. - Zeineb Chelly; Zied Elouedi (CoDIT, 2014)

Incremental Induction of Belief Decision Trees in Averaging Approach. - Salsabil Trabelsi; Zied Elouedi; Mouna El Aroui (DEXA (1), 2014)

Rough possibilistic meta-clustering of retail datasets. - Asma Ammar; Zied Elouedi; Pawan Lingras (DSAA, 2014)

A two-leveled hybrid dendritic cell algorithm under imprecise reasoning. - Zeineb Chelly; Zied Elouedi (GECCO, 2014)

Maintaining Case Based Reasoning Systems Based on Soft Competence Model. - Abir Smiti; Zied Elouedi (HAIS, 2014)

Improving the Dendritic Cell Algorithm Performance Using Fuzzy-Rough Set Theory as a Pattern Discovery Technique. - Zeineb Chelly; Zied Elouedi (IBICA, 2014)

Decremental Rough Possibilistic K-Modes. - Asma Ammar; Zied Elouedi; Pawan Lingras (ICAIS, 2014)

Representing Interventional Knowledge in Causal Belief Networks: Uncertain Conditional Distributions Per Cause. - Oumaima Boussarsar; Imen Boukhris; Zied Elouedi (IPMU (3), 2014)

An Extension of the Analytic Hierarchy Process Method under the Belief Function Framework. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (IPMU (3), 2014)

Predicting Proteins Functional Family: A Graph-Based Similarity Derived from Community Detection. - Sabrine Mallek; Imen Boukhris; Zied Elouedi (IEEE Conf. on Intelligent Systems (2), 2014)

Semantically Enhanced Clustering in Retail Using Possibilistic K-Modes. - Asma Ammar; Zied Elouedi; Pawan Lingras (RSKT, 2014)

A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances. - Zeineb Chelly; Zied Elouedi (SETN, 2014)

A hybrid approach based on decision trees and clustering for breast cancer classification. - Hind Elouedi; Walid Meliani; Zied Elouedi; Nahla Ben Amor (SoCPaR, 2014)

Re-visiting the artificial immune recognition system: a survey and an improved version. - Ilyes Jenhani; Zied Elouedi (Artif. Intell. Rev., 2014)

New dynamic clustering approaches within belief function framework. - Sarra Ben Hariz; Zied Elouedi (Intell. Data Anal., 2014)

Multi-Criteria Decision Making Method with Belief Preference Relations. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2014)

Iterative meta-clustering through granular hierarchy of supermarket customers and products. - Pawan Lingras; Ahmed Elagamy; Asma Ammar; Zied Elouedi (Inf. Sci., 2014)

WCOID-DG: An approach for case base maintenance based on Weighting, Clustering, Outliers, Internal Detection and Dbsan-Gmeans. - Abir Smiti; Zied Elouedi (J. Comput. Syst. Sci., 2014)

Ascribing Causality from Observational and Interventional Belief Function Knowledge Modeling. - Imen Boukhris; Salem Benferhat; Zied Elouedi (J. Multiple Valued Log. Soft Comput., 2014)

Competence of Case-Based Reasoning System Utilizing a Soft Density-Based Spatial Clustering of Application with Noise Method. - Abir Smiti; Zied Elouedi (Issues and Challenges in Artificial Intelligence, 2014)

Big Data Classification Using Belief Decision Trees: Application to Intrusion Detection. - Mariem Ajabi; Imen Boukhris; Zied Elouedi (AISI, 2015)

Belief Function Combination: Comparative Study Within the Classifier Fusion Framework. - Asma Trabelsi; Zied Elouedi; Eric Lefèvre (AISI, 2015)

Comparison of belief AHP models using a simulation study. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (IFSA-EUSFLAT, 2015)

A New Version of the Dendritic Cell Immune Algorithm Based on the K-Nearest Neighbors. - Kaouther Ben Ali; Zeineb Chelly; Zied Elouedi (ICONIP (1), 2015)

The Link Prediction Problem under a Belief Function Framework. - Sabrine Mallek; Imen Boukhris; Zied Elouedi; Eric Lefevre (ICTAI, 2015)

Inference in junction trees using the belief function theory. - Oumaima Boussarsar; Imen Boukhris; Zied Elouedi (ISDA, 2015)

Qualitative AHP models under the belief function framework. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (ISDA, 2015)

Classifier Fusion Within the Belief Function Framework Using Dependent Combination Rules. - Asma Trabelsi; Zied Elouedi; Eric Lefèvre (ISMIS, 2015)

Evidential Link Prediction Based on Group Information. - Sabrine Mallek; Imen Boukhris; Zied Elouedi; Eric Lefevre (MIKE, 2015)

Semantically Segmented Clustering Based on Possibilistic and Rough Set Theories. - Asma Ammar; Zied Elouedi; Pawan Lingras (Int. J. Intell. Syst., 2015)

Hybridization Schemes of the Fuzzy Dendritic Cell Immune Binary Classifier based on Different Fuzzy Clustering Techniques. - Zeineb Chelly; Zied Elouedi (New Gener. Comput., 2015)

Community detection for graph-based similarity: Application to protein binding pockets classification. - Sabrine Mallek; Imen Boukhris; Zied Elouedi (Pattern Recognit. Lett., 2015)

A clustering based approach for query relaxation in evidential databases. - Abir Amami; Zied Elouedi; Allel Hadjali (AICCSA, 2016)

Clustering data stream under a belief function framework. - Maroua Bahri; Zied Elouedi (AICCSA, 2016)

Handling Uncertain Attribute Values in Decision Tree Classifier Using the Belief Function Theory. - Asma Trabelsi; Zied Elouedi; Eric Lefevre (AIMSA, 2016)

Causal Belief Inference in Multiply Connected Networks. - Oumaima Boussarsar; Imen Boukhris; Zied Elouedi (IPMU (2), 2016)

Evidential Missing Link Prediction in Uncertain Social Networks. - Sabrine Mallek; Imen Boukhris; Zied Elouedi; Eric Lefevre (IPMU (1), 2016)

Feature Selection from Partially Uncertain Data Within the Belief Function Framework. - Asma Trabelsi; Zied Elouedi; Eric Lefevre (IPMU (2), 2016)

Fuzzy density based clustering method: Soft DBSCAN-GM. - Abir Smiti; Zied Elouedi (IEEE Conf. on Intelligent Systems, 2016)

An Evidential Method for Multi-relational Link Prediction in Uncertain Social Networks. - Sabrine Mallek; Imen Boukhris; Zied Elouedi; Eric Lefevre (IUKM, 2016)

Evidential Item-Based Collaborative Filtering. - Raoua Abdelkhalek; Imen Boukhris; Zied Elouedi (KSEM, 2016)

Meta-clustering of possibilistically segmented retail datasets. - Asma Ammar; Zied Elouedi; Pawan Lingras (Fuzzy Sets Syst., 2016)

Belief AHP Method - AHP Method with the Belief Function Framework. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (Int. J. Inf. Technol. Decis. Mak., 2016)

From the General to the Specific: Inducing a Novel Dendritic Cell Algorithm from a Detailed State-of-the-Art Review. - Zeineb Chelly; Zied Elouedi (Int. J. Pattern Recognit. Artif. Intell., 2016)

A survey of the dendritic cell algorithm. - Zeineb Chelly; Zied Elouedi (Knowl. Inf. Syst., 2016)

Possibilistic AIRS induction from uncertain data. - Rim Hentech; Ilyes Jenhani; Zied Elouedi (Soft Comput., 2016)

Proactive and reactive e-government services recommendation. - Raouia Ayachi; Imen Boukhris; Sehl Mellouli; Nahla Ben Amor; Zied Elouedi (Univers. Access Inf. Soc., 2016)

ECTD: Evidential Clustering and Case Types Detection for Case Base Maintenance. - Safa Ben Ayed; Zied Elouedi; Eric Lefevre (AICCSA, 2017)

Qualitative AHP Method Based on Multiple Criteria Levels Under Group of Experts. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (DEXA (2), 2017)

A Clustering Approach for Collaborative Filtering Under the Belief Function Framework. - Raoua Abdelkhalek; Imen Boukhris; Zied Elouedi (ECSQARU, 2017)

Evidential k-NN for Link Prediction. - Sabrine Mallek; Imen Boukhris; Zied Elouedi; Eric Lefevre (ECSQARU, 2017)

Ensemble Enhanced Evidential k-NN Classifier Through Random Subspaces. - Asma Trabelsi; Zied Elouedi; Eric Lefevre (ECSQARU, 2017)

Assessing Items Reliability for Collaborative Filtering Within the Belief Function Framework. - Raoua Abdelkhalek; Imen Boukhris; Zied Elouedi (ICDEc, 2017)

A New User-Based Collaborative Filtering Under the Belief Function Theory. - Raoua Abdelkhalek; Imen Boukhris; Zied Elouedi (IEA/AIE (1), 2017)

Evidential Link Prediction in Uncertain Social Networks Based on Node Attributes. - Sabrine Mallek; Imen Boukhris; Zied Elouedi; Eric Lefevre (IEA/AIE (1), 2017)

A Novel k-NN Approach for Data with Uncertain Attribute Values. - Asma Trabelsi; Zied Elouedi; Eric Lefevre (IEA/AIE (1), 2017)

From Crisp to Soft Possibilistic and Rough Meta-clustering of Retail Datasets. - Asma Ammar; Zied Elouedi (ISDA, 2017)

Selection of Initial Modes for Rough Possibilistic K-Modes Methods. - Asma Ammar; Zied Elouedi (ISMIS, 2017)

AIRS-GA: A hybrid deterministic classifier based on artificial immune recognition system and genetic algorithm. - Ilyes Jenhani; Zied Elouedi (SSCI, 2017)

Toward intrusion detection using belief decision trees for big data. - Imen Boukhris; Zied Elouedi; Mariem Ajabi (Knowl. Inf. Syst., 2017)

Comparing dependent combination rules under the belief classifier fusion framework. - Asma Trabelsi; Zied Elouedi; Eric Lefevre (Soft Comput., 2017)

Analytical Network Process Method Under the Belief Function Framework. - Amel Ennaceur; Zied Elouedi; Eric Lefevre (AI*IA, 2018)

Fake Reviews Detection Under Belief Function Framework. - Malika Ben Khalifa; Zied Elouedi; Eric Lefèvre (AISI, 2018)

An Evidential Collaborative Filtering Approach Based on Items Contents Clustering. - Raoua Abdelkhalek; Imen Boukhris; Zied Elouedi (BELIEF, 2018)

Exploiting Domain-Experts Knowledge Within an Evidential Process for Case Base Maintenance. - Safa Ben Ayed; Zied Elouedi; Eric Lefevre (BELIEF, 2018)

CEC-Model: A New Competence Model for CBR Systems Based on the Belief Function Theory. - Safa Ben Ayed; Zied Elouedi; Eric Lefèvre (ICCBR, 2018)

Towards a Hybrid User and Item-Based Collaborative Filtering Under the Belief Function Theory. - Raoua Abdelkhalek; Imen Boukhris; Zied Elouedi (IPMU (1), 2018)

DETD: Dynamic Policy for Case Base Maintenance Based on EK-NNclus Algorithm and Case Types Detection. - Safa Ben Ayed; Zied Elouedi; Eric Lefevre (IPMU (1), 2018)

Ensemble Enhanced Evidential k-NN Classifier Through Rough Set Reducts. - Asma Trabelsi; Zied Elouedi; Eric Lefevre (IPMU (1), 2018)

An Evidential Collaborative Filtering Dealing with Sparsity Problem and Data Imperfections. - Raoua Abdelkhalek; Imen Boukhris; Zied Elouedi (ISDA (2), 2018)

Multiple Criteria Fake Reviews Detection Using Belief Function Theory. - Malika Ben Khalifa; Zied Elouedi; Eric Lefèvre (ISDA (1), 2018)

K-Nearest Neighbors Under Possibility Framework with Optimizing Parameters. - Sarra Saied; Zied Elouedi (ISDA (1), 2018)

Evidential Multi-relational Link Prediction Based on Social Content. - Sabrine Mallek; Imen Boukhris; Zied Elouedi; Eric Lefevre (ISMIS, 2018)

SCBM: soft case base maintenance method based on competence model. - Abir Smiti; Zied Elouedi (J. Comput. Sci., 2018)

Toward the Evaluation of Case Base Maintenance Policies Under the Belief Function Theory. - Safa Ben Ayed; Zied Elouedi; Eric Lefevre (ECSQARU, 2019)

Multiple Criteria Fake Reviews Detection Based on Spammers' Indicators Within the Belief Function Theory. - Malika Ben Khalifa; Zied Elouedi; Eric Lefèvre (HIS, 2019)

Joining Items Clustering and Users Clustering for Evidential Collaborative Filtering. - Raoua Abdelkhalek; Imen Boukhris; Zied Elouedi (IDEAL (1), 2019)

CEVM: Constrained Evidential Vocabulary Maintenance Policy for CBR Systems. - Safa Ben Ayed; Zied Elouedi; Eric Lefevre (IEA/AIE, 2019)

Spammers Detection Based on Reviewers' Behaviors Under Belief Function Theory. - Malika Ben Khalifa; Zied Elouedi; Eric Lefèvre (IEA/AIE, 2019)

Evidential Artificial Immune Recognition System. - Abir Lahsoumi; Zied Elouedi (KSEM (1), 2019)

An Evidential Clustering for Collaborative Filtering Based on Users' Preferences. - Raoua Abdelkhalek; Imen Boukhris; Zied Elouedi (MDAI, 2019)

Special issue: Selected papers from Fuzzy Logic and Applications (LFA 2016). - Zied Elouedi; Nahla Ben Amor (Fuzzy Sets Syst., 2019)

Decision tree classifiers for evidential attribute values and class labels. - Asma Trabelsi; Zied Elouedi; Eric Lefevre (Fuzzy Sets Syst., 2019)

Evidential link prediction in social networks based on structural and social information. - Sabrine Mallek; Imen Boukhris; Zied Elouedi; Eric Lefèvre (J. Comput. Sci., 2019)

A Preprocessing Approach for Class-Imbalanced Data Using SMOTE and Belief Function Theory. - Fares Grina; Zied Elouedi; Eric Lefevre (IDEAL (2), 2020)

A Belief Classification Approach Based on Artificial Immune Recognition System. - Rihab Abdelkhalek; Zied Elouedi (IPMU (2), 2020)

Evidential Group Spammers Detection. - Malika Ben Khalifa; Zied Elouedi; Eric Lefèvre (IPMU (2), 2020)

Parameter Optimization and Weights Assessment for Evidential Artificial Immune Recognition System. - Rihab Abdelkhalek; Zied Elouedi (KSEM (2), 2020)

Managing uncertainty during CBR systems vocabulary maintenance using Relational Evidential C-Means. - Safa Ben Ayed; Zied Elouedi; Eric Lefevre (OCTA, 2020)

An Evidential Spammer Detection based on the Suspicious Behaviors' Indicators. - Malika Ben Khalifa; Zied Elouedi; Eric Lefevre (OCTA, 2020)

E-DBSCAN: An evidential version of the DBSCAN method. - Malek Bessrour; Zied Elouedi; Eric Lefèvre (SSCI, 2020)

A Hybrid Fuzzy Maintained Classification Method Based on Dendritic Cells. - Zaineb Chelly Dagdia; Zied Elouedi (J. Classif., 2020)

An evidential integrated method for maintaining case base and vocabulary containers within CBR systems. - Safa Ben Ayed; Zied Elouedi; Eric Lefevre (Inf. Sci., 2020)

Dynamic maintenance case base using knowledge discovery techniques for case based reasoning systems. - Abir Smiti; Zied Elouedi (Theor. Comput. Sci., 2020)

Uncertainty-Aware Resampling Method for Imbalanced Classification Using Evidence Theory. - Fares Grina; Zied Elouedi; Eric Lefèvre (ECSQARU, 2021)

An Optimized Evidential Artificial Immune Recognition System Based on Genetic Algorithm. - Rihab Abdelkhalek; Zied Elouedi (IDEAL, 2021)

Optimized Evidential AIRS with Feature Selection and Genetic Algorithm. - Rihab Abdelkhalek; Zied Elouedi (ISDA, 2021)

Evidential Spammers and Group Spammers Detection. - Malika Ben Khalifa; Zied Elouedi; Eric Lefèvre (ISDA, 2021)

Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and Noise. - Fares Grina; Zied Elouedi; Eric Lefevre (MDAI, 2021)

Hybrid Artificial Immune Recognition System with Improved Belief Classification Process. - Rihab Abdelkhalek; Zied Elouedi (BELIEF, 2022)

Evidential Hybrid Re-sampling for Multi-class Imbalanced Data. - Fares Grina; Zied Elouedi; Eric Lefevre (IPMU (2), 2022)

Déséquilibre multi-classes : une approche évidentielle de rééchantillonnage hybride. - Fares Grina; Zied Elouedi; Eric Lefèvre (LFA, 2022)

Learning from Imbalanced Data Using an Evidential Undersampling-Based Ensemble. - Fares Grina; Zied Elouedi; Eric Lefevre (SUM, 2022)

CIMMEP: constrained integrated method for CBR maintenance based on evidential policies. - Safa Ben Ayed; Zied Elouedi; Eric Lefevre (Appl. Intell., 2022)

Towards more trustworthy predictions: A hybrid evidential movie recommender system. - Raoua Abdelkhalek; Imen Boukhris; Zied Elouedi (J. Univers. Comput. Sci., 2022)

Evidential Generative Adversarial Networks for Handling Imbalanced Learning. - Fares Grina; Zied Elouedi; Eric Lefevre (ECSQARU, 2023)

Re-sampling of multi-class imbalanced data using belief function theory and ensemble learning. - Fares Grina; Zied Elouedi; Eric Lefevre (Int. J. Approx. Reason., 2023)

An ensemble classifier through rough set reducts for handling data with evidential attributes. - Asma Trabelsi; Zied Elouedi; Eric Lefevre (Inf. Sci., 2023)