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2020 – today
- 2023
[j40]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: 1-15 (2023)- [j39]Asma Trabelsi, Zied Elouedi, Eric Lefevre:
An ensemble classifier through rough set reducts for handling data with evidential attributes. Inf. Sci. 635: 414-429 (2023) - [c145]Fares Grina, Zied Elouedi, Eric Lefevre:
Evidential Generative Adversarial Networks for Handling Imbalanced Learning. ECSQARU 2023: 257-269 - 2022
- [j38]Safa Ben Ayed, Zied Elouedi, Eric Lefevre:
CIMMEP: constrained integrated method for CBR maintenance based on evidential policies. Appl. Intell. 52(6): 6939-6954 (2022) - [j37]Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
Towards more trustworthy predictions: A hybrid evidential movie recommender system. J. Univers. Comput. Sci. 28(10): 1003-1029 (2022) - [c144]Rihab Abdelkhalek, Zied Elouedi:
Hybrid Artificial Immune Recognition System with Improved Belief Classification Process. BELIEF 2022: 307-316 - [c143]Fares Grina, Zied Elouedi, Eric Lefevre:
Evidential Hybrid Re-sampling for Multi-class Imbalanced Data. IPMU (2) 2022: 612-623 - [c142]Fares Grina, Zied Elouedi, Eric Lefèvre:
Déséquilibre multi-classes : une approche évidentielle de rééchantillonnage hybride. LFA 2022 - [c141]Fares Grina, Zied Elouedi, Eric Lefevre:
Learning from Imbalanced Data Using an Evidential Undersampling-Based Ensemble. SUM 2022: 235-248 - 2021
- [c140]Fares Grina, Zied Elouedi, Eric Lefèvre:
Uncertainty-Aware Resampling Method for Imbalanced Classification Using Evidence Theory. ECSQARU 2021: 342-353 - [c139]Rihab Abdelkhalek, Zied Elouedi:
An Optimized Evidential Artificial Immune Recognition System Based on Genetic Algorithm. IDEAL 2021: 188-195 - [c138]Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre:
Evidential Spammers and Group Spammers Detection. ISDA 2021: 255-265 - [c137]Rihab Abdelkhalek, Zied Elouedi:
Optimized Evidential AIRS with Feature Selection and Genetic Algorithm. ISDA 2021: 1088-1097 - [c136]Fares Grina, Zied Elouedi, Eric Lefevre:
Evidential Undersampling Approach for Imbalanced Datasets with Class-Overlapping and Noise. MDAI 2021: 181-192 - 2020
- [j36]Zaineb Chelly Dagdia, Zied Elouedi:
A Hybrid Fuzzy Maintained Classification Method Based on Dendritic Cells. J. Classif. 37(1): 18-41 (2020) - [j35]Safa Ben Ayed, Zied Elouedi, Eric Lefevre:
An evidential integrated method for maintaining case base and vocabulary containers within CBR systems. Inf. Sci. 529: 214-229 (2020) - [j34]Abir Smiti, Zied Elouedi:
Dynamic maintenance case base using knowledge discovery techniques for case based reasoning systems. Theor. Comput. Sci. 817: 24-32 (2020) - [c135]Fares Grina, Zied Elouedi, Eric Lefevre:
A Preprocessing Approach for Class-Imbalanced Data Using SMOTE and Belief Function Theory. IDEAL (2) 2020: 3-11 - [c134]Rihab Abdelkhalek, Zied Elouedi:
A Belief Classification Approach Based on Artificial Immune Recognition System. IPMU (2) 2020: 327-340 - [c133]Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre:
Evidential Group Spammers Detection. IPMU (2) 2020: 341-353 - [c132]Rihab Abdelkhalek, Zied Elouedi:
Parameter Optimization and Weights Assessment for Evidential Artificial Immune Recognition System. KSEM (2) 2020: 27-38 - [c131]Safa Ben Ayed, Zied Elouedi, Eric Lefevre:
Managing uncertainty during CBR systems vocabulary maintenance using Relational Evidential C-Means. OCTA 2020: 1-10 - [c130]Malika Ben Khalifa, Zied Elouedi, Eric Lefevre:
An Evidential Spammer Detection based on the Suspicious Behaviors' Indicators. OCTA 2020: 1-8 - [c129]Malek Bessrour, Zied Elouedi, Eric Lefèvre:
E-DBSCAN: An evidential version of the DBSCAN method. SSCI 2020: 3073-3080
2010 – 2019
- 2019
- [j33]Zied Elouedi, Nahla Ben Amor:
Special issue: Selected papers from Fuzzy Logic and Applications (LFA 2016). Fuzzy Sets Syst. 366: 1-2 (2019) - [j32]Asma Trabelsi, Zied Elouedi, Eric Lefevre:
Decision tree classifiers for evidential attribute values and class labels. Fuzzy Sets Syst. 366: 46-62 (2019) - [j31]Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefèvre:
Evidential link prediction in social networks based on structural and social information. J. Comput. Sci. 30: 98-107 (2019) - [c128]Safa Ben Ayed, Zied Elouedi, Eric Lefevre:
Toward the Evaluation of Case Base Maintenance Policies Under the Belief Function Theory. ECSQARU 2019: 113-124 - [c127]Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre:
Multiple Criteria Fake Reviews Detection Based on Spammers' Indicators Within the Belief Function Theory. HIS 2019: 145-155 - [c126]Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
Joining Items Clustering and Users Clustering for Evidential Collaborative Filtering. IDEAL (1) 2019: 310-318 - [c125]Safa Ben Ayed, Zied Elouedi, Eric Lefevre:
CEVM: Constrained Evidential Vocabulary Maintenance Policy for CBR Systems. IEA/AIE 2019: 579-592 - [c124]Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre:
Spammers Detection Based on Reviewers' Behaviors Under Belief Function Theory. IEA/AIE 2019: 642-653 - [c123]Abir Lahsoumi, Zied Elouedi:
Evidential Artificial Immune Recognition System. KSEM (1) 2019: 643-654 - [c122]Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
An Evidential Clustering for Collaborative Filtering Based on Users' Preferences. MDAI 2019: 224-235 - 2018
- [j30]Abir Smiti, Zied Elouedi:
SCBM: soft case base maintenance method based on competence model. J. Comput. Sci. 25: 221-227 (2018) - [c121]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Analytical Network Process Method Under the Belief Function Framework. AI*IA 2018: 553-563 - [c120]Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre:
Fake Reviews Detection Under Belief Function Framework. AISI 2018: 395-404 - [c119]Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
An Evidential Collaborative Filtering Approach Based on Items Contents Clustering. BELIEF 2018: 1-9 - [c118]Safa Ben Ayed, Zied Elouedi, Eric Lefevre:
Exploiting Domain-Experts Knowledge Within an Evidential Process for Case Base Maintenance. BELIEF 2018: 22-30 - [c117]Safa Ben Ayed, Zied Elouedi, Eric Lefèvre:
CEC-Model: A New Competence Model for CBR Systems Based on the Belief Function Theory. ICCBR 2018: 28-44 - [c116]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: 370-382 - [c115]Asma Trabelsi, Zied Elouedi, Eric Lefevre:
Ensemble Enhanced Evidential k-NN Classifier Through Rough Set Reducts. IPMU (1) 2018: 383-394 - [c114]Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
Towards a Hybrid User and Item-Based Collaborative Filtering Under the Belief Function Theory. IPMU (1) 2018: 395-406 - [c113]Malika Ben Khalifa, Zied Elouedi, Eric Lefèvre:
Multiple Criteria Fake Reviews Detection Using Belief Function Theory. ISDA (1) 2018: 315-324 - [c112]Sarra Saied, Zied Elouedi:
K-Nearest Neighbors Under Possibility Framework with Optimizing Parameters. ISDA (1) 2018: 354-364 - [c111]Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
An Evidential Collaborative Filtering Dealing with Sparsity Problem and Data Imperfections. ISDA (2) 2018: 521-531 - [c110]Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre:
Evidential Multi-relational Link Prediction Based on Social Content. ISMIS 2018: 333-343 - 2017
- [j29]Imen Boukhris, Zied Elouedi, Mariem Ajabi:
Toward intrusion detection using belief decision trees for big data. Knowl. Inf. Syst. 53(3): 671-698 (2017) - [j28]Asma Trabelsi, Zied Elouedi, Eric Lefevre:
Comparing dependent combination rules under the belief classifier fusion framework. Soft Comput. 21(23): 6919-6932 (2017) - [c109]Safa Ben Ayed, Zied Elouedi, Eric Lefevre:
ECTD: Evidential Clustering and Case Types Detection for Case Base Maintenance. AICCSA 2017: 1462-1469 - [c108]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Qualitative AHP Method Based on Multiple Criteria Levels Under Group of Experts. DEXA (2) 2017: 441-449 - [c107]Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
A Clustering Approach for Collaborative Filtering Under the Belief Function Framework. ECSQARU 2017: 169-178 - [c106]Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre:
Evidential k-NN for Link Prediction. ECSQARU 2017: 201-211 - [c105]Asma Trabelsi, Zied Elouedi, Eric Lefevre:
Ensemble Enhanced Evidential k-NN Classifier Through Random Subspaces. ECSQARU 2017: 212-221 - [c104]Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
Assessing Items Reliability for Collaborative Filtering Within the Belief Function Framework. ICDEc 2017: 208-217 - [c103]Asma Trabelsi, Zied Elouedi, Eric Lefevre:
A Novel k-NN Approach for Data with Uncertain Attribute Values. IEA/AIE (1) 2017: 160-170 - [c102]Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
A New User-Based Collaborative Filtering Under the Belief Function Theory. IEA/AIE (1) 2017: 315-324 - [c101]Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre:
Evidential Link Prediction in Uncertain Social Networks Based on Node Attributes. IEA/AIE (1) 2017: 595-601 - [c100]Asma Ammar, Zied Elouedi:
From Crisp to Soft Possibilistic and Rough Meta-clustering of Retail Datasets. ISDA 2017: 485-495 - [c99]Asma Ammar, Zied Elouedi:
Selection of Initial Modes for Rough Possibilistic K-Modes Methods. ISMIS 2017: 77-86 - [c98]Ilyes Jenhani, Zied Elouedi:
AIRS-GA: A hybrid deterministic classifier based on artificial immune recognition system and genetic algorithm. SSCI 2017: 1-7 - 2016
- [j27]Asma Ammar, Zied Elouedi, Pawan Lingras:
Meta-clustering of possibilistically segmented retail datasets. Fuzzy Sets Syst. 286: 173-196 (2016) - [j26]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Belief AHP Method - AHP Method with the Belief Function Framework. Int. J. Inf. Technol. Decis. Mak. 15(3): 553-574 (2016) - [j25]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): 1659009:1-1659009:31 (2016) - [j24]Zeineb Chelly, Zied Elouedi:
A survey of the dendritic cell algorithm. Knowl. Inf. Syst. 48(3): 505-535 (2016) - [j23]Rim Hentech, Ilyes Jenhani, Zied Elouedi:
Possibilistic AIRS induction from uncertain data. Soft Comput. 20(1): 3-17 (2016) - [j22]Raouia Ayachi, Imen Boukhris, Sehl Mellouli, Nahla Ben Amor, Zied Elouedi:
Proactive and reactive e-government services recommendation. Univers. Access Inf. Soc. 15(4): 681-697 (2016) - [c97]Abir Amami, Zied Elouedi, Allel Hadjali:
A clustering based approach for query relaxation in evidential databases. AICCSA 2016: 1-8 - [c96]Maroua Bahri, Zied Elouedi:
Clustering data stream under a belief function framework. AICCSA 2016: 1-8 - [c95]Asma Trabelsi, Zied Elouedi, Eric Lefevre:
Handling Uncertain Attribute Values in Decision Tree Classifier Using the Belief Function Theory. AIMSA 2016: 26-35 - [c94]Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre:
Evidential Missing Link Prediction in Uncertain Social Networks. IPMU (1) 2016: 274-285 - [c93]Oumaima Boussarsar, Imen Boukhris, Zied Elouedi:
Causal Belief Inference in Multiply Connected Networks. IPMU (2) 2016: 291-302 - [c92]Asma Trabelsi, Zied Elouedi, Eric Lefevre:
Feature Selection from Partially Uncertain Data Within the Belief Function Framework. IPMU (2) 2016: 643-655 - [c91]Abir Smiti, Zied Elouedi:
Fuzzy density based clustering method: Soft DBSCAN-GM. IEEE Conf. on Intelligent Systems 2016: 443-448 - [c90]Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre:
An Evidential Method for Multi-relational Link Prediction in Uncertain Social Networks. IUKM 2016: 280-292 - [c89]Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi:
Evidential Item-Based Collaborative Filtering. KSEM 2016: 628-639 - 2015
- [j21]Asma Ammar, Zied Elouedi, Pawan Lingras:
Semantically Segmented Clustering Based on Possibilistic and Rough Set Theories. Int. J. Intell. Syst. 30(6): 676-706 (2015) - [j20]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): 1-31 (2015) - [j19]Sabrine Mallek, Imen Boukhris, Zied Elouedi:
Community detection for graph-based similarity: Application to protein binding pockets classification. Pattern Recognit. Lett. 62: 49-54 (2015) - [c88]Mariem Ajabi, Imen Boukhris, Zied Elouedi:
Big Data Classification Using Belief Decision Trees: Application to Intrusion Detection. AISI 2015: 369-379 - [c87]Asma Trabelsi, Zied Elouedi, Eric Lefèvre:
Belief Function Combination: Comparative Study Within the Classifier Fusion Framework. AISI 2015: 425-435 - [c86]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Comparison of belief AHP models using a simulation study. IFSA-EUSFLAT 2015 - [c85]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: 688-695 - [c84]Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre:
The Link Prediction Problem under a Belief Function Framework. ICTAI 2015: 1013-1020 - [c83]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Qualitative AHP models under the belief function framework. ISDA 2015: 128-133 - [c82]Oumaima Boussarsar, Imen Boukhris, Zied Elouedi:
Inference in junction trees using the belief function theory. ISDA 2015: 219-224 - [c81]Asma Trabelsi, Zied Elouedi, Eric Lefèvre:
Classifier Fusion Within the Belief Function Framework Using Dependent Combination Rules. ISMIS 2015: 133-138 - [c80]Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre:
Evidential Link Prediction Based on Group Information. MIKE 2015: 482-492 - [i1]Wiem Maalel, Kuang Zhou, Arnaud Martin, Zied Elouedi:
Belief Hierarchical Clustering. CoRR abs/1501.02560 (2015) - 2014
- [j18]Ilyes Jenhani, Zied Elouedi:
Re-visiting the artificial immune recognition system: a survey and an improved version. Artif. Intell. Rev. 42(4): 821-833 (2014) - [j17]Sarra Ben Hariz, Zied Elouedi:
New dynamic clustering approaches within belief function framework. Intell. Data Anal. 18(3): 409-428 (2014) - [j16]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Multi-Criteria Decision Making Method with Belief Preference Relations. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 22(4): 573-590 (2014) - [j15]Pawan Lingras, Ahmed Elagamy, Asma Ammar, Zied Elouedi:
Iterative meta-clustering through granular hierarchy of supermarket customers and products. Inf. Sci. 257: 14-31 (2014) - [j14]Abir Smiti, Zied Elouedi:
WCOID-DG: An approach for case base maintenance based on Weighting, Clustering, Outliers, Internal Detection and Dbsan-Gmeans. J. Comput. Syst. Sci. 80(1): 27-38 (2014) - [j13]Imen Boukhris, Salem Benferhat, Zied Elouedi:
Ascribing Causality from Observational and Interventional Belief Function Knowledge Modeling. J. Multiple Valued Log. Soft Comput. 22(4-6): 459-480 (2014) - [c79]Oumaima Boussarsar, Imen Boukhris, Zied Elouedi:
A Direct Propagation Method in Singly Connected Causal Belief Networks with Conditional Distributions for all Causes. AISC 2014: 64-75 - [c78]Wiem Maalel, Kuang Zhou, Arnaud Martin, Zied Elouedi:
Belief Hierarchical Clustering. Belief Functions 2014: 68-76 - [c77]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Modeling Qualitative Assessments under the Belief Function Framework. Belief Functions 2014: 171-179 - [c76]Zeineb Chelly, Zied Elouedi:
A study of the data pre-processing module of the dendritic cell evolutionary algorithm. CoDIT 2014: 634-639 - [c75]Salsabil Trabelsi, Zied Elouedi, Mouna El Aroui:
Incremental Induction of Belief Decision Trees in Averaging Approach. DEXA (1) 2014: 454-461 - [c74]Asma Ammar, Zied Elouedi, Pawan Lingras:
Rough possibilistic meta-clustering of retail datasets. DSAA 2014: 177-183 - [c73]Zeineb Chelly, Zied Elouedi:
A two-leveled hybrid dendritic cell algorithm under imprecise reasoning. GECCO 2014: 97-104 - [c72]Abir Smiti, Zied Elouedi:
Maintaining Case Based Reasoning Systems Based on Soft Competence Model. HAIS 2014: 666-677 - [c71]Zeineb Chelly, Zied Elouedi:
Improving the Dendritic Cell Algorithm Performance Using Fuzzy-Rough Set Theory as a Pattern Discovery Technique. IBICA 2014: 23-32 - [c70]Asma Ammar, Zied Elouedi, Pawan Lingras:
Decremental Rough Possibilistic K-Modes. ICAIS 2014: 50-59 - [c69]Oumaima Boussarsar, Imen Boukhris, Zied Elouedi:
Representing Interventional Knowledge in Causal Belief Networks: Uncertain Conditional Distributions Per Cause. IPMU (3) 2014: 223-232 - [c68]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
An Extension of the Analytic Hierarchy Process Method under the Belief Function Framework. IPMU (3) 2014: 233-242 - [c67]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: 629-639 - [c66]Asma Ammar, Zied Elouedi, Pawan Lingras:
Semantically Enhanced Clustering in Retail Using Possibilistic K-Modes. RSKT 2014: 753-764 - [c65]Zeineb Chelly, Zied Elouedi:
A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances. SETN 2014: 43-56 - [c64]Hind Elouedi, Walid Meliani, Zied Elouedi, Nahla Ben Amor:
A hybrid approach based on decision trees and clustering for breast cancer classification. SoCPaR 2014: 226-231 - [p1]Abir Smiti, Zied Elouedi:
Competence of Case-Based Reasoning System Utilizing a Soft Density-Based Spatial Clustering of Application with Noise Method. Issues and Challenges in Artificial Intelligence 2014: 47-56 - 2013
- [j12]Eric Lefèvre, Zied Elouedi:
How to preserve the conflict as an alarm in the combination of belief functions? Decis. Support Syst. 56: 326-333 (2013) - [j11]Imen Boukhris, Zied Elouedi, Salem Benferhat:
Dealing with external actions in belief causal networks. Int. J. Approx. Reason. 54(8): 978-999 (2013) - [c63]Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
Exhaustive Search with Belief Discernibility Matrix and Function. Canadian AI 2013: 162-173 - [c62]Asma Ammar, Zied Elouedi, Pawan Lingras:
The K-Modes Method under Possibilistic Framework. Canadian AI 2013: 211-217 - [c61]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Multicriteria Decision Making Based on Qualitative Assessments and Relational Belief. AI*IA 2013: 48-59 - [c60]Imen Boukhris, Salem Benferhat, Zied Elouedi:
Causal Belief Networks: Handling Uncertain Interventions. ECSQARU 2013: 61-72 - [c59]Zeineb Chelly, Zied Elouedi:
A Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier. ECSQARU 2013: 109-120 - [c58]Abir Smiti, Zied Elouedi:
Modeling Competence for Case Based Reasoning Systems Using Clustering. FLAIRS 2013 - [c57]Zeineb Chelly, Zied Elouedi:
A new data pre-processing approach for the dendritic cellalgorithm based on fuzzy rough set theory. GECCO (Companion) 2013: 163-164 - [c56]Abir Smiti, Zied Elouedi:
Soft DBSCAN: Improving DBSCAN clustering method using fuzzy set theory. HSI 2013: 380-385 - [c55]Zeineb Chelly, Zied Elouedi:
QR-DCA: A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm. ICANNGA 2013: 140-150 - [c54]Zeineb Chelly, Zied Elouedi:
Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase. ICONIP (2) 2013: 164-171 - [c53]Asma Ammar, Zied Elouedi, Pawan Lingras:
The k-modes method using possibility and rough set theories. IFSA/NAFIPS 2013: 1297-1302 - [c52]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Modeling expert preference using the qualitative belief function framework. ISDA 2013: 98-103 - [c51]Asma Ammar, Zied Elouedi, Pawan Lingras:
Incremental Rough Possibilistic K-Modes. MIWAI 2013: 13-24 - [c50]Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
Belief Discernibility Matrix and Function for Incremental or Large Data. RSFDGrC 2013: 67-76 - [c49]Asma Ammar, Zied Elouedi, Pawan Lingras:
Incremental Possibilistic K-Modes. RSFDGrC 2013: 293-303 - [c48]Asma Ammar, Zied Elouedi, Pawan Lingras:
Decremental Possibilistic K-Modes. SCAI 2013: 15-24 - [c47]Zeineb Chelly, Zied Elouedi:
A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier. ICSI (1) 2013: 514-521 - [c46]Rim Hentech, Ilyes Jenhani, Zied Elouedi:
Learning from Uncertain Data Using Possibilistic Artificial Immune Recognition Systems. TPNC 2013: 80-95 - 2012
- [c45]Imen Boukhris, Salem Benferhat, Zied Elouedi:
Ascribing Causality from Interventional Belief Function Knowledge. Belief Functions 2012: 229-237 - [c44]Zeineb Chelly, Abir Smiti, Zied Elouedi:
COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method. ICAISC (2) 2012: 233-241 - [c43]Zeineb Chelly, Zied Elouedi:
RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory. ICARIS 2012: 152-165 - [c42]Zeineb Chelly, Zied Elouedi:
RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory. ICONIP (3) 2012: 480-487 - [c41]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Reasoning under Uncertainty in the AHP Method Using the Belief Function Theory. IPMU (4) 2012: 373-382 - [c40]Imen Boukhris, Zied Elouedi, Salem Benferhat:
Handling Interventions with Uncertain Consequences in Belief Causal Networks. IPMU (3) 2012: 585-595 - [c39]Asma Ammar, Zied Elouedi, Pawan Lingras:
K-Modes Clustering Using Possibilistic Membership. IPMU (3) 2012: 596-605 - [c38]Imen Boukhris, Zied Elouedi, Salem Benferhat:
From Acceptation Relations to Causality Ascription in a Belief Function Framework. ISAIM 2012 - [c37]Asma Ammar, Zied Elouedi, Pawan Lingras:
RPKM: The Rough Possibilistic K-Modes. ISMIS 2012: 81-86 - [c36]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Introducing Incomparability in Modeling Qualitative Belief Functions. MDAI 2012: 382-393 - [c35]Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
Heuristic for Attribute Selection Using Belief Discernibility Matrix. RSKT 2012: 129-138 - 2011
- [j10]Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
Classification systems based on rough sets under the belief function framework. Int. J. Approx. Reason. 52(9): 1409-1432 (2011) - [j9]Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
Classification with Dynamic Reducts and Belief Functions. Trans. Rough Sets 14: 202-233 (2011) - [c34]Amel Ennaceur, Zied Elouedi, Eric Lefevre:
Handling Partial Preferences in the Belief AHP Method: Application to Life Cycle Assessment. AI*IA 2011: 395-400 - [c33]Asma Ammar, Zied Elouedi:
A New Possibilistic Clustering Method: The Possibilistic K-Modes. AI*IA 2011: 413-419 - [c32]Eric Lefevre, Zied Elouedi, David Mercier:
Towards an Alarm for Opposition Conflict in a Conjunctive Combination of Belief Functions. ECSQARU 2011: 314-325 - [c31]Imen Boukhris, Zied Elouedi, Salem Benferhat:
Modeling Interventions Using Belief Causal Networks. FLAIRS 2011 - [c30]Audun Jøsang, Zied Elouedi:
Redefining material implication with subjective logic. FUSION 2011: 1-6 - [c29]Sarra Ben Hariz, Zied Elouedi:
Ranking-Based Feature Selection Method for Dynamic Belief Clustering. ICAIS 2011: 308-319 - [c28]Zeineb Chelly, Zied Elouedi:
Further Exploration of the Fuzzy Dendritic Cell Method. ICARIS 2011: 419-432 - [c27]Abir Smiti, Zied Elouedi:
WCOID: Maintaining case-based reasoning systems using Weighting, Clustering, Outliers and Internal cases Detection. ISDA 2011: 356-361 - [c26]Imen Boukhris, Zied Elouedi, Salem Benferhat:
Analyzing belief function networks with conditional beliefs. ISDA 2011: 959-964 - [c25]Imen Boukhris, Salem Benferhat, Zied Elouedi:
Representing Belief Function Knowledge with Graphical Models. KSEM 2011: 233-245 - 2010
- [j8]Salsabil Trabelsi, Zied Elouedi:
Heuristic method for attribute selection from partially uncertain data using rough sets. Int. J. Gen. Syst. 39(3): 271-290 (2010) - [c24]Sarra Ben Hariz, Zied Elouedi:
IK-BKM: An incremental clustering approach based on intra-cluster distance. AICCSA 2010: 1-8 - [c23]Zeineb Chelly, Zied Elouedi:
FDCM: A Fuzzy Dendritic Cell Method. ICARIS 2010: 102-115 - [c22]Zied Elouedi, Eric Lefevre, David Mercier:
Discountings of a Belief Function Using a Confusion Matrix. ICTAI (1) 2010: 287-294 - [c21]Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
Rule Discovery Process Based on Rough Sets under the Belief Function Framework. IPMU 2010: 726-736 - [c20]Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
Belief Rough Set Classification for web mining based on dynamic core. ISDA 2010: 403-408 - [c19]Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
A Comparison of Dynamic and Static Belief Rough Set Classifier. RSCTC 2010: 366-375 - [c18]Sarra Ben Hariz, Zied Elouedi:
DK-BKM: Decremental K Belief K-Modes Method. SUM 2010: 84-97
2000 – 2009
- 2009
- [j7]Bakhta Haouari, Nahla Ben Amor, Zied Elouedi, Khaled Mellouli:
Naïve possibilistic network classifiers. Fuzzy Sets Syst. 160(22): 3224-3238 (2009) - [j6]Khaled Mellouli, Zied Elouedi, Nahla Ben Amor, Boutheina Ben Yaghlane:
Special Issue on the Ninth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2007). Int. J. Approx. Reason. 50(6): 823-824 (2009) - [c17]Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
Belief Rough Set Classifier. Canadian AI 2009: 257-261 - [c16]Ilyes Jenhani, Salem Benferhat, Zied Elouedi:
On the Use of Clustering in Possibilistic Decision Tree Induction. ECSQARU 2009: 505-517 - [c15]Imen Boukhris, Zied Elouedi, Thomas Fober, Marco Mernberger, Eyke Hüllermeier:
Similarity Analysis of Protein Binding Sites: A Generalization of the Maximum Common Subgraph Measure Based on Quasi-Clique Detection. ISDA 2009: 1245-1250 - [c14]Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
Dynamic Reduct from Partially Uncertain Data Using Rough Sets. RSFDGrC 2009: 160-167 - 2008
- [j5]Ilyes Jenhani, Nahla Ben Amor, Zied Elouedi:
Decision trees as possibilistic classifiers. Int. J. Approx. Reason. 48(3): 784-807 (2008) - [c13]Ilyes Jenhani, Nahla Ben Amor, Salem Benferhat, Zied Elouedi:
SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach. FoIKS 2008: 348-364 - 2007
- [j4]Salsabil Trabelsi, Zied Elouedi, Khaled Mellouli:
Pruning belief decision tree methods in averaging and conjunctive approaches. Int. J. Approx. Reason. 46(3): 568-595 (2007) - [c12]Audun Jøsang, Zied Elouedi:
Interpreting Belief Functions as Dirichlet Distributions. ECSQARU 2007: 393-404 - [c11]Imène Jraidi, Zied Elouedi:
Belief Classification Approach Based on Generalized Credal EM. ECSQARU 2007: 524-535 - [c10]Ilyes Jenhani, Nahla Ben Amor, Zied Elouedi, Salem Benferhat, Khaled Mellouli:
Information Affinity: A New Similarity Measure for Possibilistic Uncertain Information. ECSQARU 2007: 840-852 - 2006
- [j3]Nahla Ben Amor, Salem Benferhat, Zied Elouedi:
Réseaux bayésiens naïfs et arbres de décision dans les systèmes de détection d'intrusions. Tech. Sci. Informatiques 25(2): 167-196 (2006) - [c9]Sarra Ben Hariz, Zied Elouedi, Khaled Mellouli:
Clustering Approach Using Belief Function Theory. AIMSA 2006: 162-171 - 2005
- [c8]Nahla Ben Amor, Salem Benferhat, Zied Elouedi:
Towards a Definition of Evaluation Criteria for Probabilistic Classifiers. ECSQARU 2005: 921-931 - [c7]Ilyes Jenhani, Zied Elouedi, Nahla Ben Amor, Khaled Mellouli:
Qualitative Inference in Possibilistic Option Decision Trees. ECSQARU 2005: 944-955 - 2004
- [j2]Zied Elouedi, Khaled Mellouli, Philippe Smets:
Assessing sensor reliability for multisensor data fusion within the transferable belief model. IEEE Trans. Syst. Man Cybern. Part B 34(1): 782-787 (2004) - [c6]Nahla Ben Amor, Salem Benferhat, Zied Elouedi:
Qualitative classification and evaluation in possibilistic decision trees. FUZZ-IEEE 2004: 653-657 - [c5]Nahla Ben Amor, Salem Benferhat, Zied Elouedi:
Naive Bayes vs decision trees in intrusion detection systems. SAC 2004: 420-424 - 2003
- [c4]Nahla Ben Amor, Salem Benferhat, Zied Elouedi, Khaled Mellouli:
Decision Trees and Qualitative Possibilistic Inference: Application to the Intrusion Detection Problem. ECSQARU 2003: 419-431 - 2001
- [j1]Zied Elouedi, Khaled Mellouli, Philippe Smets:
Belief decision trees: theoretical foundations. Int. J. Approx. Reason. 28(2-3): 91-124 (2001) - [c3]Zied Elouedi, Khaled Mellouli, Philippe Smets:
The Evaluation of Sensors' Reliability and Their Tuning for Multisensor Data Fusion within the Transferable Belief Model. ECSQARU 2001: 350-361 - 2000
- [c2]Zied Elouedi, Khaled Mellouli, Philippe Smets:
Classification with Belief Decision Trees. AIMSA 2000: 80-90 - [c1]Zied Elouedi, Khaled Mellouli:
Classiying Scenarios Using Belief Decision Trees. Discovery Science 2000: 127-140
Coauthor Index
Zaineb Chelly Dagdia
aka: Zeineb Chelly
aka: Zeineb Chelly
Eric Lefevre
aka: Eric Lefèvre
aka: Eric Lefèvre
[j40] [j39] [c145] [j38] [c143] [c142] [c141] [c140] [c138] [c136] [j35] [c135] [c133] [c131] [c130] [c129] [j32] [j31] [c128] [c127] [c125] [c124] [c121] [c120] [c118] [c117] [c116] [c115] [c113] [c110] [j28] [c109] [c108] [c106] [c105] [c103] [c101] [j26] [c95] [c94] [c92] [c90] [c87] [c86] [c84] [c83] [c81] [c80] [j16] [c77] [c68] [j12] [c61] [c52] [c41] [c36] [c34] [c32] [c22]
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