Zaineb Chelly Dagdia

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Rough Set Theory

Malware Detection

Granular Computing

Privacy Preservation

Top Venues

GECCO (Companion)

Publications

Omar Ben Amor, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
Many-objective optimization of wireless sensor network deployment. Evol. Intell. 17 (2) (2024)
Saloua Bouabba, Karine Zeitouni, Bassem Haidar, Nazim Agoulmine, Zaineb Chelly Dagdia
Federated TimeGAN for Privacy Preserving Synthetic Trajectory Generation. MDM (2024)
Rahma Hellali, Zaineb Chelly Dagdia, Ahmed Ktaish, Karine Zeitouni, Djillali Annane
Corticosteroid sensitivity detection in sepsis patients using a personalized data mining approach: A clinical investigation. Comput. Methods Programs Biomed. 245 (2024)
Kodjo Mawuena Amekoe, Mohamed Djallel Dilmi, Hanene Azzag, Mustapha Lebbah, Zaineb Chelly Dagdia, Gregoire Jaffre
Self-Reinforcement Attention Mechanism For Tabular Learning. CoRR (2023)
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
Immune-Based System to Enhance Malware Detection. CEC (2023)
Rahma Hellali, Zaineb Chelly Dagdia, Karine Zeitouni
Clustering Corticosteroids Responsiveness in Sepsis Patients using Game-Theoretic Rough Sets. FedCSIS (2023)
Kodjo Mawuena Amekoe, Mohamed Djallel Dilmi, Hanene Azzag, Zaineb Chelly Dagdia, Mustapha Lebbah, Gregoire Jaffre
TabSRA: An Attention based Self-Explainable Model for Tabular Learning. ESANN (2023)
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
Android malware detection as a Bi-level problem. Comput. Secur. 121 (2022)
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
Malware Evolution and Detection Based on the Variable Precision Rough Set Model. FedCSIS (2022)
Zaineb Chelly Dagdia, Vania Bogorny
Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities. FedCSIS (Communication Papers) (2022)
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
Malware Detection Using Rough Set Based Evolutionary Optimization. ICONIP (5) (2021)
Zaineb Chelly Dagdia, Christine Zarges
A Detailed Study of the Distributed Rough Set Based Locality Sensitive Hashing Feature Selection Technique. Fundam. Informaticae 182 (2) (2021)
Zaineb Chelly Dagdia, Chiara Renso, Karine Zeitouni, Nazim Agoulmine
Towards a Federated Learning Approach for Privacy-aware Analysis of Semantically Enriched Mobility Data. FRAME@HPDC (2021)
Zaineb Chelly Dagdia, Pavel Avdeyev, Md. Shamsuzzoha Bayzid
Biological computation and computational biology: survey, challenges, and discussion. Artif. Intell. Rev. 54 (6) (2021)
Paloma de las Cuevas, Pablo García-Sánchez, Zaineb Chelly Dagdia, María Isabel García Arenas, Juan Julián Merelo Guervós
Automatic Rule Extraction from Access Rules Using Genetic Programming. EvoApplications (2020)
Zaineb Chelly Dagdia, Zied Elouedi
A Hybrid Fuzzy Maintained Classification Method Based on Dendritic Cells. J. Classif. 37 (1) (2020)
Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said
On the use of artificial malicious patterns for android malware detection. Comput. Secur. 92 (2020)
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah
A scalable and effective rough set theory-based approach for big data pre-processing. Knowl. Inf. Syst. 62 (8) (2020)
Zaineb Chelly Dagdia
A scalable and distributed dendritic cell algorithm for big data classification. Swarm Evol. Comput. 50 (2019)
Zaineb Chelly Dagdia
A distributed dendritic cell algorithm for big data. GECCO (Companion) (2018)
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah
Nouveau Modèle de Sélection de Caractéristiques basé sur la Théorie des Ensembles Approximatifs pour les Données Massives. EGC (2018)
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Hanene Azzag, Mustapha Lebbah
A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing. IEEE BigData (2018)
Azam Hamidinekoo, Zaineb Chelly Dagdia, Zobia Suhail, Reyer Zwiggelaar
Distributed Rough Set Based Feature Selection Approach to Analyse Deep and Hand-crafted Features for Mammography Mass Classification. IEEE BigData (2018)
Zaineb Chelly Dagdia, Christine Zarges, Benjamin Schannes, Martin Micalef, Lino Galiana, Benoît Rolland, Olivier de Fresnoye, Mehdi Benchoufi
Rough Set Theory as a Data Mining Technique: A Case Study in Epidemiology and Cancer Incidence Prediction. ECML/PKDD (3) (2018)
Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah
A distributed rough set theory based algorithm for an efficient big data pre-processing under the spark framework. IEEE BigData (2017)