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ORCIDZaineb Chelly Dagdia
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2020 – today
- 2024
[j14]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: 108017 (2024)- [j13]Omar Ben Amor, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said:
Many-objective optimization of wireless sensor network deployment. Evol. Intell. 17(2): 1047-1063 (2024) - [j12]Kodjo Mawuena Amekoe, Hanane Azzag, Zaineb Chelly Dagdia, Mustapha Lebbah, Gregoire Jaffre:
Exploring accuracy and interpretability trade-off in tabular learning with novel attention-based models. Neural Comput. Appl. 36(30): 18583-18611 (2024) - [c34]Saloua Bouabba, Karine Zeitouni, Bassem Haidar, Nazim Agoulmine, Zaineb Chelly Dagdia:
Federated TimeGAN for Privacy Preserving Synthetic Trajectory Generation. MDM 2024: 301-306 - [i2]Kodjo Mawuena Amekoe, Mustapha Lebbah, Gregoire Jaffre, Hanene Azzag, Zaineb Chelly Dagdia:
Evaluating the Efficacy of Instance Incremental vs. Batch Learning in Delayed Label Environments: An Empirical Study on Tabular Data Streaming for Fraud Detection. CoRR abs/2409.10111 (2024) - 2023
- [b1]Zaineb Chelly Dagdia:
Knowledge discovery in databases using novel approaches based on Computational Intelligence. (Contributions en Extraction de Connaissances en utilisant des Nouvelles Approches basées sur l'Intelligence Computationnelle). Paris Saclay University, France, 2023 - [c33]Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said:
Immune-Based System to Enhance Malware Detection. CEC 2023: 1-8 - [c32]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 - [c31]Rahma Hellali, Zaineb Chelly Dagdia, Karine Zeitouni:
Clustering Corticosteroids Responsiveness in Sepsis Patients using Game-Theoretic Rough Sets. FedCSIS 2023: 545-556 - [i1]Kodjo Mawuena Amekoe, Mohamed Djallel Dilmi, Hanene Azzag, Mustapha Lebbah, Zaineb Chelly Dagdia, Gregoire Jaffre:
Self-Reinforcement Attention Mechanism For Tabular Learning. CoRR abs/2305.11684 (2023) - 2022
- [j11]Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said:
Android malware detection as a Bi-level problem. Comput. Secur. 121: 102825 (2022) - [c30]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: 65-72 - [c29]Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said:
Malware Evolution and Detection Based on the Variable Precision Rough Set Model. FedCSIS 2022: 253-262 - 2021
- [j10]Zaineb Chelly Dagdia, Pavel Avdeyev, Md. Shamsuzzoha Bayzid:
Biological computation and computational biology: survey, challenges, and discussion. Artif. Intell. Rev. 54(6): 4169-4235 (2021) - [j9]Zaineb Chelly Dagdia, Christine Zarges:
A Detailed Study of the Distributed Rough Set Based Locality Sensitive Hashing Feature Selection Technique. Fundam. Informaticae 182(2): 111-179 (2021) - [c28]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: 17-20 - [c27]Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said:
Malware Detection Using Rough Set Based Evolutionary Optimization. ICONIP (5) 2021: 634-641 - 2020
- [j8]Zaineb Chelly Dagdia, Zied Elouedi:
A Hybrid Fuzzy Maintained Classification Method Based on Dendritic Cells. J. Classif. 37(1): 18-41 (2020) - [j7]Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said:
On the use of artificial malicious patterns for android malware detection. Comput. Secur. 92: 101743 (2020) - [j6]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): 3321-3386 (2020) - [c26]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: 54-69
2010 – 2019
- 2019
- [j5]Zaineb Chelly Dagdia:
A scalable and distributed dendritic cell algorithm for big data classification. Swarm Evol. Comput. 50 (2019) - 2018
- [c25]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: 2423-2432 - [c24]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: 2597-2606 - [c23]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: 377-378 - [c22]Zaineb Chelly Dagdia:
A distributed dendritic cell algorithm for big data. GECCO (Companion) 2018: 103-104 - [c21]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: 440-455 - 2017
- [c20]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: 911-916 - 2016
- [j4]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) - [j3]Zeineb Chelly, Zied Elouedi:
A survey of the dendritic cell algorithm. Knowl. Inf. Syst. 48(3): 505-535 (2016) - [j2]Juan Julián Merelo Guervós, Federico Liberatore, Antonio Fernández-Ares, Rubén Héctor García-Ortega, Zeineb Chelly, Carlos Cotta, Nuria Rico, Antonio Mora García, Pablo García-Sánchez, Alberto Paolo Tonda, Paloma de las Cuevas, Pedro A. Castillo:
The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments. Trans. Comput. Collect. Intell. 24: 40-60 (2016) - [p1]Paloma de las Cuevas, Zeineb Chelly, Antonio Miguel Mora, Juan Julián Merelo Guervós, Anna Isabel Esparcia-Alcázar:
An Improved Decision System for URL Accesses Based on a Rough Feature Selection Technique. Recent Advances in Computational Intelligence in Defense and Security 2016: 139-167 - 2015
- [j1]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) - [c19]Zeineb Chelly:
Data Pre-processing Based on Rough Sets and the Link to Other Theories. AECIA 2015: 5-7 - [c18]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 - [c17]Juan Julián Merelo Guervós, Federico Liberatore, Antonio Fernández-Ares, Rubén Héctor García-Ortega, Zeineb Chelly, Carlos Cotta, Nuria Rico, Antonio Miguel Mora, Pablo García-Sánchez:
There is Noisy Lunch: A Study of Noise in Evolutionary Optimization Problems. IJCCI (ECTA) 2015: 261-268 - 2014
- [c16]Zeineb Chelly, Zied Elouedi:
A study of the data pre-processing module of the dendritic cell evolutionary algorithm. CoDIT 2014: 634-639 - [c15]Zeineb Chelly, Zied Elouedi:
A two-leveled hybrid dendritic cell algorithm under imprecise reasoning. GECCO 2014: 97-104 - [c14]Zeineb Chelly, Zied Elouedi:
Improving the Dendritic Cell Algorithm Performance Using Fuzzy-Rough Set Theory as a Pattern Discovery Technique. IBICA 2014: 23-32 - [c13]Juan Julián Merelo Guervós, Zeineb Chelly, Antonio Mora García, Antonio Fernández-Ares, Anna Isabel Esparcia-Alcázar, Carlos Cotta, Paloma de las Cuevas, Nuria Rico:
A Statistical Approach to Dealing with Noisy Fitness in Evolutionary Algorithms. IJCCI (Selected Papers) 2014: 79-95 - [c12]Zeineb Chelly, Zied Elouedi:
A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances. SETN 2014: 43-56 - 2013
- [c11]Zeineb Chelly, Zied Elouedi:
A Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier. ECSQARU 2013: 109-120 - [c10]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 - [c9]Zeineb Chelly, Zied Elouedi:
QR-DCA: A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm. ICANNGA 2013: 140-150 - [c8]Zeineb Chelly, Zied Elouedi:
Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase. ICONIP (2) 2013: 164-171 - [c7]Mohamed Amine Ben Yahmed, Mohamed Amine Bounenni, Zeineb Chelly, Amir Jlassi:
A new mobile health application for an ubiquitous information system. WMNC 2013: 1-4 - [c6]Zeineb Chelly, Zied Elouedi:
A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier. ICSI (1) 2013: 514-521 - 2012
- [c5]Zeineb Chelly, Abir Smiti, Zied Elouedi:
COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method. ICAISC (2) 2012: 233-241 - [c4]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 - [c3]Zeineb Chelly, Zied Elouedi:
RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory. ICONIP (3) 2012: 480-487 - 2011
- [c2]Zeineb Chelly, Zied Elouedi:
Further Exploration of the Fuzzy Dendritic Cell Method. ICARIS 2011: 419-432 - 2010
- [c1]Zeineb Chelly, Zied Elouedi:
FDCM: A Fuzzy Dendritic Cell Method. ICARIS 2010: 102-115
Coauthor Index
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last updated on 2024-10-23 21:27 CEST by the dblp team
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