Laboratoire de Génie Informatique et d’Automatique de l’Artois

Safa BEN AYED

ATER
Member of the research themes:
Contact information:
2021
International journal with review committee
DOI
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
CIMMEP: constrained integrated method for CBR maintenance based on evidential policies
Applied Intelligence, février 2021
2020
International journal with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
An evidential integrated method for maintening case base and vocabulary containers within CBR systems
Information Sciences, pp 214-229, Vol. 529, août 2020
2020
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
Managing uncertainty during CBR systems vocabulary maintenance using relational evidential C-means
International multi-conference on: Organization of knowledge an advances technologies, OCTA'2020, pp 1-10, février 2020
2019
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
Exploiting prior knowledge for evaluating CBR systems using a coverage & constrained evidential clustering based model
16th International Conference on Applied Computing, AC'2019, pp 171-178, novembre 2019
2019
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
Toward the Evaluation of Case Base Maintenance Policies Under the Belief Function Theory
15th European Conference on Symbolic and Quantitative Approaches with Uncertainty, ECSQARU'2019, pp 113-124, septembre 2019
2019
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
CEVM: Constrained evidential vocabulary maintenance policy for CBR systems
32th International Conference on Industrial, Engineering other Applications of Applied Intelligent Systems, IEA-AIE'2019, juillet 2019
2018
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
Exploiting Domain-Experts Knowledge Within an Evidential Process for Case Base Maintenance
5th International Conference on Belief Functions: Theory and Applications, BELIEF'2018, pp 22-30, septembre 2018
2018
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
Maintaining case knowledge vocabulary using a new Evidential Attribute Clustering method
13th International FLINS Conference on Data Science and Knowledge Engineering for Sensing Decision Support, FLINS 2018, pp 347-354, août 2018
2018
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
CEC-Model: A New Competence Model for CBR Systems Based on the Belief Function Theory
26th International Conference on Case-Based Reasoning, ICCBR 2018, pp 28-44, juillet 2018
2018
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
DETD: Dynamic Policy for Case Base Maintenance Based on EK-NNclus Algorithm and Case Types Detection
17th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2018, pp 370-382, juin 2018
2017
International conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
"ECTD: Evidential Clustering and case Types Detection for case base maintenance
14th International Conference on Computer Systems and Applications, AICCSA'2017, pp 1462-1469, octobre 2017
2017
French conference with review committee
Safa BEN AYED -- Zied ELOUEDI -- Eric LEFEVRE
La maintenance des bases de cas dans un cadre évidentiel
Actes des 26e Rencontres Francophones sur la Logique Floue et ses Applications, LFA'2017, pp 47-54, octobre 2017

Author of the Ph.D. thesis "Handling Uncertainty in Case Based Reasoning within the Belief Function Theory"

2018 - 2020

The aim of this thesis is to bring contributions to improve case-based reasoning systems (CBR) through the maintenance of its cases (CBM) while managing uncertainty using belief functions theory.