Zied Elouedi

187 papers A 1B 7C 46Misc 9Journal 41Unranked 82
YearRankTypeTitle / Venue / Authors
2023 J jnl
An ensemble classifier through rough set reducts for handling data with evidential attributes.
Inf. Sci.
Asma Trabelsi, Zied Elouedi, Eric Lefevre
2023 C conf
Evidential Generative Adversarial Networks for Handling Imbalanced Learning.
ECSQARU
Fares Grina, Zied Elouedi, Eric Lefevre
2023 J jnl
Re-sampling of multi-class imbalanced data using belief function theory and ensemble learning.
Int. J. Approx. Reason.
Fares Grina, Zied Elouedi, Eric Lefevre
2022 J jnl
CIMMEP: constrained integrated method for CBR maintenance based on evidential policies.
Appl. Intell.
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
2022 — conf
Déséquilibre multi-classes : une approche évidentielle de rééchantillonnage hybride.
LFA
Fares Grina, Zied Elouedi, Eric Lefèvre
2022 — conf
Evidential Hybrid Re-sampling for Multi-class Imbalanced Data.
IPMU (2)
Fares Grina, Zied Elouedi, Eric Lefevre
2022 — conf
Hybrid Artificial Immune Recognition System with Improved Belief Classification Process.
BELIEF
Rihab Abdelkhalek, Zied Elouedi
2022 — conf
Learning from Imbalanced Data Using an Evidential Undersampling-Based Ensemble.
SUM
Fares Grina, Zied Elouedi, Eric Lefevre
2022 J jnl
Towards more trustworthy predictions: A hybrid evidential movie recommender system.
J. Univers. Comput. Sci.
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
2021 C conf
An Optimized Evidential Artificial Immune Recognition System Based on Genetic Algorithm.
IDEAL
Rihab Abdelkhalek, Zied Elouedi
2021 C conf
Evidential Spammers and Group Spammers Detection.
ISDA
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
2021 B conf
Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and Noise.
MDAI
Fares Grina, Zied Elouedi, Eric Lefevre
2021 C conf
Optimized Evidential AIRS with Feature Selection and Genetic Algorithm.
ISDA
Rihab Abdelkhalek, Zied Elouedi
2021 C conf
Uncertainty-Aware Resampling Method for Imbalanced Classification Using Evidence Theory.
ECSQARU
Fares Grina, Zied Elouedi, Eric Lefèvre
2020 — conf
A Belief Classification Approach Based on Artificial Immune Recognition System.
IPMU (2)
Rihab Abdelkhalek, Zied Elouedi
2020 J jnl
A Hybrid Fuzzy Maintained Classification Method Based on Dendritic Cells.
J. Classif.
Zaineb Chelly Dagdia, Zied Elouedi
2020 — conf
A Preprocessing Approach for Class-Imbalanced Data Using SMOTE and Belief Function Theory.
IDEAL (2)
Fares Grina, Zied Elouedi, Eric Lefevre
2020 — conf
An Evidential Spammer Detection based on the Suspicious Behaviors' Indicators.
OCTA
Malika Ben Khalifa, Zied Elouedi, Eric Lefevre
2020 J jnl
An evidential integrated method for maintaining case base and vocabulary containers within CBR systems.
Inf. Sci.
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
2020 J jnl
Dynamic maintenance case base using knowledge discovery techniques for case based reasoning systems.
Theor. Comput. Sci.
Abir Smiti, Zied Elouedi
2020 — conf
E-DBSCAN: An evidential version of the DBSCAN method.
SSCI
Malek Bessrour, Zied Elouedi, Eric Lefèvre
2020 — conf
Evidential Group Spammers Detection.
IPMU (2)
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
2020 — conf
Managing uncertainty during CBR systems vocabulary maintenance using Relational Evidential C-Means.
OCTA
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
2020 — conf
Parameter Optimization and Weights Assessment for Evidential Artificial Immune Recognition System.
KSEM (2)
Rihab Abdelkhalek, Zied Elouedi
2019 B conf
An Evidential Clustering for Collaborative Filtering Based on Users' Preferences.
MDAI
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
2019 C conf
CEVM: Constrained Evidential Vocabulary Maintenance Policy for CBR Systems.
IEA/AIE
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
2019 J jnl
Decision tree classifiers for evidential attribute values and class labels.
Fuzzy Sets Syst.
Asma Trabelsi, Zied Elouedi, Eric Lefevre
2019 — conf
Evidential Artificial Immune Recognition System.
KSEM (1)
Abir Lahsoumi, Zied Elouedi
2019 J jnl
Evidential link prediction in social networks based on structural and social information.
J. Comput. Sci.
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefèvre
2019 — conf
Joining Items Clustering and Users Clustering for Evidential Collaborative Filtering.
IDEAL (1)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
2019 C conf
Multiple Criteria Fake Reviews Detection Based on Spammers' Indicators Within the Belief Function Theory.
HIS
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
2019 C conf
Spammers Detection Based on Reviewers' Behaviors Under Belief Function Theory.
IEA/AIE
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
2019 J jnl
Special issue: Selected papers from Fuzzy Logic and Applications (LFA 2016).
Fuzzy Sets Syst.
Zied Elouedi, Nahla Ben Amor
2019 C conf
Toward the Evaluation of Case Base Maintenance Policies Under the Belief Function Theory.
ECSQARU
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
2018 — conf
An Evidential Collaborative Filtering Approach Based on Items Contents Clustering.
BELIEF
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
2018 — conf
An Evidential Collaborative Filtering Dealing with Sparsity Problem and Data Imperfections.
ISDA (2)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
2018 — conf
Analytical Network Process Method Under the Belief Function Framework.
AI*IA
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2018 C conf
CEC-Model: A New Competence Model for CBR Systems Based on the Belief Function Theory.
ICCBR
Safa Ben Ayed, Zied Elouedi, Eric Lefèvre
2018 — conf
DETD: Dynamic Policy for Case Base Maintenance Based on EK-NNclus Algorithm and Case Types Detection.
IPMU (1)
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
2018 — conf
Ensemble Enhanced Evidential k-NN Classifier Through Rough Set Reducts.
IPMU (1)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
2018 C conf
Evidential Multi-relational Link Prediction Based on Social Content.
ISMIS
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
2018 — conf
Exploiting Domain-Experts Knowledge Within an Evidential Process for Case Base Maintenance.
BELIEF
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
2018 — conf
Fake Reviews Detection Under Belief Function Framework.
AISI
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
2018 — conf
K-Nearest Neighbors Under Possibility Framework with Optimizing Parameters.
ISDA (1)
Sarra Saied, Zied Elouedi
2018 — conf
Multiple Criteria Fake Reviews Detection Using Belief Function Theory.
ISDA (1)
Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre
2018 J jnl
SCBM: soft case base maintenance method based on competence model.
J. Comput. Sci.
Abir Smiti, Zied Elouedi
2018 — conf
Towards a Hybrid User and Item-Based Collaborative Filtering Under the Belief Function Theory.
IPMU (1)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
2017 C conf
A Clustering Approach for Collaborative Filtering Under the Belief Function Framework.
ECSQARU
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
2017 — conf
A New User-Based Collaborative Filtering Under the Belief Function Theory.
IEA/AIE (1)
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
2017 — conf
A Novel k-NN Approach for Data with Uncertain Attribute Values.
IEA/AIE (1)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
2017 — conf
AIRS-GA: A hybrid deterministic classifier based on artificial immune recognition system and genetic algorithm.
SSCI
Ilyes Jenhani, Zied Elouedi
2017 — conf
Assessing Items Reliability for Collaborative Filtering Within the Belief Function Framework.
ICDEc
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
2017 J jnl
Comparing dependent combination rules under the belief classifier fusion framework.
Soft Comput.
Asma Trabelsi, Zied Elouedi, Eric Lefevre
2017 C conf
ECTD: Evidential Clustering and Case Types Detection for Case Base Maintenance.
AICCSA
Safa Ben Ayed, Zied Elouedi, Eric Lefevre
2017 C conf
Ensemble Enhanced Evidential k-NN Classifier Through Random Subspaces.
ECSQARU
Asma Trabelsi, Zied Elouedi, Eric Lefevre
2017 — conf
Evidential Link Prediction in Uncertain Social Networks Based on Node Attributes.
IEA/AIE (1)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
2017 C conf
Evidential k-NN for Link Prediction.
ECSQARU
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
2017 C conf
From Crisp to Soft Possibilistic and Rough Meta-clustering of Retail Datasets.
ISDA
Asma Ammar, Zied Elouedi
2017 — conf
Qualitative AHP Method Based on Multiple Criteria Levels Under Group of Experts.
DEXA (2)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2017 C conf
Selection of Initial Modes for Rough Possibilistic K-Modes Methods.
ISMIS
Asma Ammar, Zied Elouedi
2017 J jnl
Toward intrusion detection using belief decision trees for big data.
Knowl. Inf. Syst.
Imen Boukhris, Zied Elouedi, Mariem Ajabi
2016 C conf
A clustering based approach for query relaxation in evidential databases.
AICCSA
Abir Amami, Zied Elouedi, Allel Hadjali
2016 J jnl
A survey of the dendritic cell algorithm.
Knowl. Inf. Syst.
Zeineb Chelly, Zied Elouedi
2016 — conf
An Evidential Method for Multi-relational Link Prediction in Uncertain Social Networks.
IUKM
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
2016 J jnl
Belief AHP Method - AHP Method with the Belief Function Framework.
Int. J. Inf. Technol. Decis. Mak.
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2016 — conf
Causal Belief Inference in Multiply Connected Networks.
IPMU (2)
Oumaima Boussarsar, Imen Boukhris, Zied Elouedi
2016 C conf
Clustering data stream under a belief function framework.
AICCSA
Maroua Bahri, Zied Elouedi
2016 C conf
Evidential Item-Based Collaborative Filtering.
KSEM
Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
2016 — conf
Evidential Missing Link Prediction in Uncertain Social Networks.
IPMU (1)
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
2016 — conf
Feature Selection from Partially Uncertain Data Within the Belief Function Framework.
IPMU (2)
Asma Trabelsi, Zied Elouedi, Eric Lefevre
2016 J jnl
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.
Zeineb Chelly, Zied Elouedi
2016 — conf
Fuzzy density based clustering method: Soft DBSCAN-GM.
IEEE Conf. on Intelligent Systems
Abir Smiti, Zied Elouedi
2016 Misc conf
Handling Uncertain Attribute Values in Decision Tree Classifier Using the Belief Function Theory.
AIMSA
Asma Trabelsi, Zied Elouedi, Eric Lefevre
2016 J jnl
Meta-clustering of possibilistically segmented retail datasets.
Fuzzy Sets Syst.
Asma Ammar, Zied Elouedi, Pawan Lingras
2016 J jnl
Possibilistic AIRS induction from uncertain data.
Soft Comput.
Rim Hentech, Ilyes Jenhani, Zied Elouedi
2016 J jnl
Proactive and reactive e-government services recommendation.
Univers. Access Inf. Soc.
Raouia Ayachi, Imen Boukhris, Sehl Mellouli, Nahla Ben Amor, Zied Elouedi
2015 — conf
A New Version of the Dendritic Cell Immune Algorithm Based on the K-Nearest Neighbors.
ICONIP (1)
Kaouther Ben Ali, Zeineb Chelly, Zied Elouedi
2015 — conf
Belief Function Combination: Comparative Study Within the Classifier Fusion Framework.
AISI
Asma Trabelsi, Zied Elouedi, Eric Lefèvre
2015 J jnl
Belief Hierarchical Clustering.
CoRR
Wiem Maalel, Kuang Zhou, Arnaud Martin, Zied Elouedi
2015 — conf
Big Data Classification Using Belief Decision Trees: Application to Intrusion Detection.
AISI
Mariem Ajabi, Imen Boukhris, Zied Elouedi
2015 C conf
Classifier Fusion Within the Belief Function Framework Using Dependent Combination Rules.
ISMIS
Asma Trabelsi, Zied Elouedi, Eric Lefèvre
2015 J jnl
Community detection for graph-based similarity: Application to protein binding pockets classification.
Pattern Recognit. Lett.
Sabrine Mallek, Imen Boukhris, Zied Elouedi
2015 — conf
Comparison of belief AHP models using a simulation study.
IFSA-EUSFLAT
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2015 — conf
Evidential Link Prediction Based on Group Information.
MIKE
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
2015 J jnl
Hybridization Schemes of the Fuzzy Dendritic Cell Immune Binary Classifier based on Different Fuzzy Clustering Techniques.
New Gener. Comput.
Zeineb Chelly, Zied Elouedi
2015 C conf
Inference in junction trees using the belief function theory.
ISDA
Oumaima Boussarsar, Imen Boukhris, Zied Elouedi
2015 C conf
Qualitative AHP models under the belief function framework.
ISDA
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2015 J jnl
Semantically Segmented Clustering Based on Possibilistic and Rough Set Theories.
Int. J. Intell. Syst.
Asma Ammar, Zied Elouedi, Pawan Lingras
2015 B conf
The Link Prediction Problem under a Belief Function Framework.
ICTAI
Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
2014 Misc conf
A Direct Propagation Method in Singly Connected Causal Belief Networks with Conditional Distributions for all Causes.
AISC
Oumaima Boussarsar, Imen Boukhris, Zied Elouedi
2014 — conf
A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances.
SETN
Zeineb Chelly, Zied Elouedi
2014 — conf
A hybrid approach based on decision trees and clustering for breast cancer classification.
SoCPaR
Hind Elouedi, Walid Meliani, Zied Elouedi, Nahla Ben Amor
2014 C conf
A study of the data pre-processing module of the dendritic cell evolutionary algorithm.
CoDIT
Zeineb Chelly, Zied Elouedi
2014 A conf
A two-leveled hybrid dendritic cell algorithm under imprecise reasoning.
GECCO
Zeineb Chelly, Zied Elouedi
2014 — conf
An Extension of the Analytic Hierarchy Process Method under the Belief Function Framework.
IPMU (3)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2014 J jnl
Ascribing Causality from Observational and Interventional Belief Function Knowledge Modeling.
J. Multiple Valued Log. Soft Comput.
Imen Boukhris, Salem Benferhat, Zied Elouedi
2014 — conf
Belief Hierarchical Clustering.
Belief Functions
Wiem Maalel, Kuang Zhou, Arnaud Martin, Zied Elouedi
2014 — ch.
Competence of Case-Based Reasoning System Utilizing a Soft Density-Based Spatial Clustering of Application with Noise Method.
Issues and Challenges in Artificial Intelligence
Abir Smiti, Zied Elouedi
2014 — conf
Decremental Rough Possibilistic K-Modes.
ICAIS
Asma Ammar, Zied Elouedi, Pawan Lingras
2014 — conf
Improving the Dendritic Cell Algorithm Performance Using Fuzzy-Rough Set Theory as a Pattern Discovery Technique.
IBICA
Zeineb Chelly, Zied Elouedi
2014 — conf
Incremental Induction of Belief Decision Trees in Averaging Approach.
DEXA (1)
Salsabil Trabelsi, Zied Elouedi, Mouna El Aroui
2014 J jnl
Iterative meta-clustering through granular hierarchy of supermarket customers and products.
Inf. Sci.
Pawan Lingras, Ahmed Elagamy, Asma Ammar, Zied Elouedi
2014 Misc conf
Maintaining Case Based Reasoning Systems Based on Soft Competence Model.
HAIS
Abir Smiti, Zied Elouedi
2014 — conf
Modeling Qualitative Assessments under the Belief Function Framework.
Belief Functions
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2014 J jnl
Multi-Criteria Decision Making Method with Belief Preference Relations.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2014 J jnl
New dynamic clustering approaches within belief function framework.
Intell. Data Anal.
Sarra Ben Hariz, Zied Elouedi
2014 — conf
Predicting Proteins Functional Family: A Graph-Based Similarity Derived from Community Detection.
IEEE Conf. on Intelligent Systems (2)
Sabrine Mallek, Imen Boukhris, Zied Elouedi
2014 J jnl
Re-visiting the artificial immune recognition system: a survey and an improved version.
Artif. Intell. Rev.
Ilyes Jenhani, Zied Elouedi
2014 — conf
Representing Interventional Knowledge in Causal Belief Networks: Uncertain Conditional Distributions Per Cause.
IPMU (3)
Oumaima Boussarsar, Imen Boukhris, Zied Elouedi
2014 B conf
Rough possibilistic meta-clustering of retail datasets.
DSAA
Asma Ammar, Zied Elouedi, Pawan Lingras
2014 — conf
Semantically Enhanced Clustering in Retail Using Possibilistic K-Modes.
RSKT
Asma Ammar, Zied Elouedi, Pawan Lingras
2014 J jnl
WCOID-DG: An approach for case base maintenance based on Weighting, Clustering, Outliers, Internal Detection and Dbsan-Gmeans.
J. Comput. Syst. Sci.
Abir Smiti, Zied Elouedi
2013 C conf
A Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier.
ECSQARU
Zeineb Chelly, Zied Elouedi
2013 — conf
A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier.
ICSI (1)
Zeineb Chelly, Zied Elouedi
2013 — conf
A new data pre-processing approach for the dendritic cellalgorithm based on fuzzy rough set theory.
GECCO (Companion)
Zeineb Chelly, Zied Elouedi
2013 — conf
Belief Discernibility Matrix and Function for Incremental or Large Data.
RSFDGrC
Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
2013 C conf
Causal Belief Networks: Handling Uncertain Interventions.
ECSQARU
Imen Boukhris, Salem Benferhat, Zied Elouedi
2013 J jnl
Dealing with external actions in belief causal networks.
Int. J. Approx. Reason.
Imen Boukhris, Zied Elouedi, Salem Benferhat
2013 — conf
Decremental Possibilistic K-Modes.
SCAI
Asma Ammar, Zied Elouedi, Pawan Lingras
2013 — conf
Exhaustive Search with Belief Discernibility Matrix and Function.
Canadian AI
Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
2013 J jnl
How to preserve the conflict as an alarm in the combination of belief functions?
Decis. Support Syst.
Eric Lefèvre, Zied Elouedi
2013 — conf
Incremental Possibilistic K-Modes.
RSFDGrC
Asma Ammar, Zied Elouedi, Pawan Lingras
2013 — conf
Incremental Rough Possibilistic K-Modes.
MIWAI
Asma Ammar, Zied Elouedi, Pawan Lingras
2013 — conf
Learning from Uncertain Data Using Possibilistic Artificial Immune Recognition Systems.
TPNC
Rim Hentech, Ilyes Jenhani, Zied Elouedi
2013 Misc conf
Modeling Competence for Case Based Reasoning Systems Using Clustering.
FLAIRS
Abir Smiti, Zied Elouedi
2013 C conf
Modeling expert preference using the qualitative belief function framework.
ISDA
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2013 — conf
Multicriteria Decision Making Based on Qualitative Assessments and Relational Belief.
AI*IA
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2013 — conf
QR-DCA: A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm.
ICANNGA
Zeineb Chelly, Zied Elouedi
2013 C conf
Soft DBSCAN: Improving DBSCAN clustering method using fuzzy set theory.
HSI
Abir Smiti, Zied Elouedi
2013 — conf
Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase.
ICONIP (2)
Zeineb Chelly, Zied Elouedi
2013 — conf
The K-Modes Method under Possibilistic Framework.
Canadian AI
Asma Ammar, Zied Elouedi, Pawan Lingras
2013 — conf
The k-modes method using possibility and rough set theories.
IFSA/NAFIPS
Asma Ammar, Zied Elouedi, Pawan Lingras
2012 — conf
Ascribing Causality from Interventional Belief Function Knowledge.
Belief Functions
Imen Boukhris, Salem Benferhat, Zied Elouedi
2012 — conf
COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method.
ICAISC (2)
Zeineb Chelly, Abir Smiti, Zied Elouedi
2012 Misc conf
From Acceptation Relations to Causality Ascription in a Belief Function Framework.
ISAIM
Imen Boukhris, Zied Elouedi, Salem Benferhat
2012 — conf
Handling Interventions with Uncertain Consequences in Belief Causal Networks.
IPMU (3)
Imen Boukhris, Zied Elouedi, Salem Benferhat
2012 — conf
Heuristic for Attribute Selection Using Belief Discernibility Matrix.
RSKT
Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
2012 B conf
Introducing Incomparability in Modeling Qualitative Belief Functions.
MDAI
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2012 — conf
K-Modes Clustering Using Possibilistic Membership.
IPMU (3)
Asma Ammar, Zied Elouedi, Pawan Lingras
2012 — conf
RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory.
ICARIS
Zeineb Chelly, Zied Elouedi
2012 C conf
RPKM: The Rough Possibilistic K-Modes.
ISMIS
Asma Ammar, Zied Elouedi, Pawan Lingras
2012 — conf
RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory.
ICONIP (3)
Zeineb Chelly, Zied Elouedi
2012 — conf
Reasoning under Uncertainty in the AHP Method Using the Belief Function Theory.
IPMU (4)
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2011 — conf
A New Possibilistic Clustering Method: The Possibilistic K-Modes.
AI*IA
Asma Ammar, Zied Elouedi
2011 C conf
Analyzing belief function networks with conditional beliefs.
ISDA
Imen Boukhris, Zied Elouedi, Salem Benferhat
2011 J jnl
Classification systems based on rough sets under the belief function framework.
Int. J. Approx. Reason.
Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
2011 J jnl
Classification with Dynamic Reducts and Belief Functions.
Trans. Rough Sets
Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
2011 — conf
Further Exploration of the Fuzzy Dendritic Cell Method.
ICARIS
Zeineb Chelly, Zied Elouedi
2011 — conf
Handling Partial Preferences in the Belief AHP Method: Application to Life Cycle Assessment.
AI*IA
Amel Ennaceur, Zied Elouedi, Eric Lefevre
2011 Misc conf
Modeling Interventions Using Belief Causal Networks.
FLAIRS
Imen Boukhris, Zied Elouedi, Salem Benferhat
2011 — conf
Ranking-Based Feature Selection Method for Dynamic Belief Clustering.
ICAIS
Sarra Ben Hariz, Zied Elouedi
2011 C conf
Redefining material implication with subjective logic.
FUSION
Audun Jøsang, Zied Elouedi
2011 C conf
Representing Belief Function Knowledge with Graphical Models.
KSEM
Imen Boukhris, Salem Benferhat, Zied Elouedi
2011 C conf
Towards an Alarm for Opposition Conflict in a Conjunctive Combination of Belief Functions.
ECSQARU
Eric Lefevre, Zied Elouedi, David Mercier
2011 C conf
WCOID: Maintaining case-based reasoning systems using Weighting, Clustering, Outliers and Internal cases Detection.
ISDA
Abir Smiti, Zied Elouedi
2010 — conf
A Comparison of Dynamic and Static Belief Rough Set Classifier.
RSCTC
Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
2010 C conf
Belief Rough Set Classification for web mining based on dynamic core.
ISDA
Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
2010 — conf
DK-BKM: Decremental K Belief K-Modes Method.
SUM
Sarra Ben Hariz, Zied Elouedi
2010 — conf
Discountings of a Belief Function Using a Confusion Matrix.
ICTAI (1)
Zied Elouedi, Eric Lefevre, David Mercier
2010 — conf
FDCM: A Fuzzy Dendritic Cell Method.
ICARIS
Zeineb Chelly, Zied Elouedi
2010 J jnl
Heuristic method for attribute selection from partially uncertain data using rough sets.
Int. J. Gen. Syst.
Salsabil Trabelsi, Zied Elouedi
2010 C conf
IK-BKM: An incremental clustering approach based on intra-cluster distance.
AICCSA
Sarra Ben Hariz, Zied Elouedi
2010 C conf
Rule Discovery Process Based on Rough Sets under the Belief Function Framework.
IPMU
Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
2009 — conf
Belief Rough Set Classifier.
Canadian AI
Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
2009 — conf
Dynamic Reduct from Partially Uncertain Data Using Rough Sets.
RSFDGrC
Salsabil Trabelsi, Zied Elouedi, Pawan Lingras
2009 J jnl
Naïve possibilistic network classifiers.
Fuzzy Sets Syst.
Bakhta Haouari, Nahla Ben Amor, Zied Elouedi, Khaled Mellouli
2009 C conf
On the Use of Clustering in Possibilistic Decision Tree Induction.
ECSQARU
Ilyes Jenhani, Salem Benferhat, Zied Elouedi
2009 C conf
Similarity Analysis of Protein Binding Sites: A Generalization of the Maximum Common Subgraph Measure Based on Quasi-Clique Detection.
ISDA
Imen Boukhris, Zied Elouedi, Thomas Fober, Marco Mernberger, Eyke Hüllermeier
2009 J jnl
Special Issue on the Ninth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2007).
Int. J. Approx. Reason.
Khaled Mellouli, Zied Elouedi, Nahla Ben Amor, Boutheina Ben Yaghlane
2008 J jnl
Decision trees as possibilistic classifiers.
Int. J. Approx. Reason.
Ilyes Jenhani, Nahla Ben Amor, Zied Elouedi
2008 — conf
SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach.
FoIKS
Ilyes Jenhani, Nahla Ben Amor, Salem Benferhat, Zied Elouedi
2007 C conf
Belief Classification Approach Based on Generalized Credal EM.
ECSQARU
Imène Jraidi, Zied Elouedi
2007 C conf
Information Affinity: A New Similarity Measure for Possibilistic Uncertain Information.
ECSQARU
Ilyes Jenhani, Nahla Ben Amor, Zied Elouedi, Salem Benferhat, Khaled Mellouli
2007 C conf
Interpreting Belief Functions as Dirichlet Distributions.
ECSQARU
Audun Jøsang, Zied Elouedi
2007 J jnl
Pruning belief decision tree methods in averaging and conjunctive approaches.
Int. J. Approx. Reason.
Salsabil Trabelsi, Zied Elouedi, Khaled Mellouli
2006 Misc conf
Clustering Approach Using Belief Function Theory.
AIMSA
Sarra Ben Hariz, Zied Elouedi, Khaled Mellouli
2006 J jnl
Réseaux bayésiens naïfs et arbres de décision dans les systèmes de détection d'intrusions.
Tech. Sci. Informatiques
Nahla Ben Amor, Salem Benferhat, Zied Elouedi
2005 C conf
Qualitative Inference in Possibilistic Option Decision Trees.
ECSQARU
Ilyes Jenhani, Zied Elouedi, Nahla Ben Amor, Khaled Mellouli
2005 C conf
Towards a Definition of Evaluation Criteria for Probabilistic Classifiers.
ECSQARU
Nahla Ben Amor, Salem Benferhat, Zied Elouedi
2004 J jnl
Assessing sensor reliability for multisensor data fusion within the transferable belief model.
IEEE Trans. Syst. Man Cybern. Part B
Zied Elouedi, Khaled Mellouli, Philippe Smets
2004 Misc conf
Naive Bayes vs decision trees in intrusion detection systems.
SAC
Nahla Ben Amor, Salem Benferhat, Zied Elouedi
2004 B conf
Qualitative classification and evaluation in possibilistic decision trees.
FUZZ-IEEE
Nahla Ben Amor, Salem Benferhat, Zied Elouedi
2003 C conf
Decision Trees and Qualitative Possibilistic Inference: Application to the Intrusion Detection Problem.
ECSQARU
Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Khaled Mellouli
2001 J jnl
Belief decision trees: theoretical foundations.
Int. J. Approx. Reason.
Zied Elouedi, Khaled Mellouli, Philippe Smets
2001 C conf
The Evaluation of Sensors' Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model.
ECSQARU
Zied Elouedi, Khaled Mellouli, Philippe Smets
2000 Misc conf
Classification with Belief Decision Trees.
AIMSA
Zied Elouedi, Khaled Mellouli, Philippe Smets
2000 B conf
Classiying Scenarios Using Belief Decision Trees.
Discovery Science
Zied Elouedi, Khaled Mellouli