Zied Elouedi

ORCID

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 76

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)
Rihab Abdelkhalek, Zied Elouedi
Hybrid Artificial Immune Recognition System with Improved Belief Classification Process. BELIEF (2022)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
Towards more trustworthy predictions: A hybrid evidential movie recommender system. J. Univers. Comput. Sci. 28 (10) (2022)
Fares Grina, Zied Elouedi, Eric Lefevre
Evidential Hybrid Re-sampling for Multi-class Imbalanced Data. IPMU (2) (2022)
Fares Grina, Zied Elouedi, Eric Lefèvre
Déséquilibre multi-classes : une approche évidentielle de rééchantillonnage hybride. LFA (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)
Fares Grina, Zied Elouedi, Eric Lefèvre
Uncertainty-Aware Resampling Method for Imbalanced Classification Using Evidence Theory. ECSQARU (2021)
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
Evidential Spammers and Group Spammers Detection. ISDA (2021)
Rihab Abdelkhalek, Zied Elouedi
Optimized Evidential AIRS with Feature Selection and Genetic Algorithm. ISDA (2021)
Rihab Abdelkhalek, Zied Elouedi
An Optimized Evidential Artificial Immune Recognition System Based on Genetic Algorithm. IDEAL (2021)
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
Evidential Group Spammers Detection. IPMU (2) (2020)
Zaineb Chelly Dagdia, Zied Elouedi
A Hybrid Fuzzy Maintained Classification Method Based on Dendritic Cells. J. Classif. 37 (1) (2020)
Malek Bessrour, Zied Elouedi, Eric Lefèvre
E-DBSCAN: An evidential version of the DBSCAN method. SSCI (2020)
Malika Ben Khalifa, Zied Elouedi, Eric Lefevre
An Evidential Spammer Detection based on the Suspicious Behaviors' Indicators. OCTA (2020)
Abir Smiti, Zied Elouedi
Dynamic maintenance case base using knowledge discovery techniques for case based reasoning systems. Theor. Comput. Sci. 817 (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)
Rihab Abdelkhalek, Zied Elouedi
A Belief Classification Approach Based on Artificial Immune Recognition System. IPMU (2) (2020)
Rihab Abdelkhalek, Zied Elouedi
Parameter Optimization and Weights Assessment for Evidential Artificial Immune Recognition System. KSEM (2) (2020)
Zied Elouedi, Nahla Ben Amor
Special issue: Selected papers from Fuzzy Logic and Applications (LFA 2016). Fuzzy Sets Syst. 366 (2019)
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
Spammers Detection Based on Reviewers' Behaviors Under Belief Function Theory. IEA/AIE (2019)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
Joining Items Clustering and Users Clustering for Evidential Collaborative Filtering. IDEAL (1) (2019)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
An Evidential Clustering for Collaborative Filtering Based on Users' Preferences. MDAI (2019)
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
Multiple Criteria Fake Reviews Detection Based on Spammers' Indicators Within the Belief Function Theory. HIS (2019)
Abir Lahsoumi, Zied Elouedi
Evidential Artificial Immune Recognition System. KSEM (1) (2019)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
CEVM: Constrained Evidential Vocabulary Maintenance Policy for CBR Systems. IEA/AIE (2019)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefèvre
Evidential link prediction in social networks based on structural and social information. J. Comput. Sci. 30 (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)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
Towards a Hybrid User and Item-Based Collaborative Filtering Under the Belief Function Theory. IPMU (1) (2018)
Sarra Saied, Zied Elouedi
K-Nearest Neighbors Under Possibility Framework with Optimizing Parameters. ISDA (1) (2018)
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
Multiple Criteria Fake Reviews Detection Using Belief Function Theory. ISDA (1) (2018)
Safa Ben Ayed, Zied Elouedi, Eric Lefèvre
CEC-Model: A New Competence Model for CBR Systems Based on the Belief Function Theory. ICCBR (2018)
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
Fake Reviews Detection Under Belief Function Framework. AISI (2018)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
Evidential Multi-relational Link Prediction Based on Social Content. ISMIS (2018)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
An Evidential Collaborative Filtering Dealing with Sparsity Problem and Data Imperfections. ISDA (2) (2018)
Abir Smiti, Zied Elouedi
SCBM: soft case base maintenance method based on competence model. J. Comput. Sci. 25 (2018)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
An Evidential Collaborative Filtering Approach Based on Items Contents Clustering. BELIEF (2018)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
Exploiting Domain-Experts Knowledge Within an Evidential Process for Case Base Maintenance. BELIEF (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)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
Comparing dependent combination rules under the belief classifier fusion framework. Soft Comput. 21 (23) (2017)
Asma Ammar, Zied Elouedi
Selection of Initial Modes for Rough Possibilistic K-Modes Methods. ISMIS (2017)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
Ensemble Enhanced Evidential k-NN Classifier Through Random Subspaces. ECSQARU (2017)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
A New User-Based Collaborative Filtering Under the Belief Function Theory. IEA/AIE (1) (2017)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
Evidential Link Prediction in Uncertain Social Networks Based on Node Attributes. IEA/AIE (1) (2017)
Asma Ammar, Zied Elouedi
From Crisp to Soft Possibilistic and Rough Meta-clustering of Retail Datasets. ISDA (2017)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
A Clustering Approach for Collaborative Filtering Under the Belief Function Framework. ECSQARU (2017)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
Assessing Items Reliability for Collaborative Filtering Within the Belief Function Framework. ICDEc (2017)
Imen Boukhris, Zied Elouedi, Mariem Ajabi
Toward intrusion detection using belief decision trees for big data. Knowl. Inf. Syst. 53 (3) (2017)
Ilyes Jenhani, Zied Elouedi
AIRS-GA: A hybrid deterministic classifier based on artificial immune recognition system and genetic algorithm. SSCI (2017)
Maroua Bahri, Zied Elouedi
Clustering data stream under a belief function framework. AICCSA (2016)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
Evidential Missing Link Prediction in Uncertain Social Networks. IPMU (1) (2016)
Rim Hentech, Ilyes Jenhani, Zied Elouedi
Possibilistic AIRS induction from uncertain data. Soft Comput. 20 (1) (2016)
Abir Amami, Zied Elouedi, Allel Hadjali
A clustering based approach for query relaxation in evidential databases. AICCSA (2016)
Abir Smiti, Zied Elouedi
Fuzzy density based clustering method: Soft DBSCAN-GM. IEEE Conf. on Intelligent Systems (2016)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
Feature Selection from Partially Uncertain Data Within the Belief Function Framework. IPMU (2) (2016)
Raouia Ayachi, Imen Boukhris, Sehl Mellouli, Nahla Ben Amor, Zied Elouedi
Proactive and reactive e-government services recommendation. Univers. Access Inf. Soc. 15 (4) (2016)
Zeineb Chelly, Zied Elouedi
From the General to the Specific: Inducing a Novel Dendritic Cell Algorithm from a Detailed State-of-the-Art Review. Int. J. Pattern Recognit. Artif. Intell. 30 (3) (2016)
Zeineb Chelly, Zied Elouedi
A survey of the dendritic cell algorithm. Knowl. Inf. Syst. 48 (3) (2016)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
An Evidential Method for Multi-relational Link Prediction in Uncertain Social Networks. IUKM (2016)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
Evidential Item-Based Collaborative Filtering. KSEM (2016)
Oumaima Boussarsar, Imen Boukhris, Zied Elouedi
Causal Belief Inference in Multiply Connected Networks. IPMU (2) (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 Ammar, Zied Elouedi, Pawan Lingras
Meta-clustering of possibilistically segmented retail datasets. Fuzzy Sets Syst. 286 (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)
Zeineb Chelly, Zied Elouedi
Hybridization Schemes of the Fuzzy Dendritic Cell Immune Binary Classifier based on Different Fuzzy Clustering Techniques. New Gener. Comput. 33 (1) (2015)
Oumaima Boussarsar, Imen Boukhris, Zied Elouedi
Inference in junction trees using the belief function theory. ISDA (2015)
Asma Ammar, Zied Elouedi, Pawan Lingras
Semantically Segmented Clustering Based on Possibilistic and Rough Set Theories. Int. J. Intell. Syst. 30 (6) (2015)
Wiem Maalel, Kuang Zhou, Arnaud Martin, Zied Elouedi
Belief Hierarchical Clustering. CoRR (2015)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
Comparison of belief AHP models using a simulation study. IFSA-EUSFLAT (2015)
Asma Trabelsi, Zied Elouedi, Eric Lefèvre
Belief Function Combination: Comparative Study Within the Classifier Fusion Framework. AISI (2015)
Asma Trabelsi, Zied Elouedi, Eric Lefèvre
Classifier Fusion Within the Belief Function Framework Using Dependent Combination Rules. ISMIS (2015)
Kaouther Ben Ali, Zeineb Chelly, Zied Elouedi
A New Version of the Dendritic Cell Immune Algorithm Based on the K-Nearest Neighbors. ICONIP (1) (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)
Sabrine Mallek, Imen Boukhris, Zied Elouedi
Community detection for graph-based similarity: Application to protein binding pockets classification. Pattern Recognit. Lett. 62 (2015)
Mariem Ajabi, Imen Boukhris, Zied Elouedi
Big Data Classification Using Belief Decision Trees: Application to Intrusion Detection. AISI (2015)
Zeineb Chelly, Zied Elouedi
A two-leveled hybrid dendritic cell algorithm under imprecise reasoning. GECCO (2014)
Asma Ammar, Zied Elouedi, Pawan Lingras
Decremental Rough Possibilistic K-Modes. ICAIS (2014)
Zeineb Chelly, Zied Elouedi
Improving the Dendritic Cell Algorithm Performance Using Fuzzy-Rough Set Theory as a Pattern Discovery Technique. IBICA (2014)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
An Extension of the Analytic Hierarchy Process Method under the Belief Function Framework. IPMU (3) (2014)
Zeineb Chelly, Zied Elouedi
A study of the data pre-processing module of the dendritic cell evolutionary algorithm. CoDIT (2014)
Zeineb Chelly, Zied Elouedi
A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances. SETN (2014)
Sarra Ben Hariz, Zied Elouedi
New dynamic clustering approaches within belief function framework. Intell. Data Anal. 18 (3) (2014)
Asma Ammar, Zied Elouedi, Pawan Lingras
Rough possibilistic meta-clustering of retail datasets. DSAA (2014)
Asma Ammar, Zied Elouedi, Pawan Lingras
Semantically Enhanced Clustering in Retail Using Possibilistic K-Modes. RSKT (2014)
Sabrine Mallek, Imen Boukhris, Zied Elouedi
Predicting Proteins Functional Family: A Graph-Based Similarity Derived from Community Detection. IEEE Conf. on Intelligent Systems (2) (2014)
Hind Elouedi, Walid Meliani, Zied Elouedi, Nahla Ben Amor
A hybrid approach based on decision trees and clustering for breast cancer classification. SoCPaR (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zied Elouedi