Zaineb Garcia (Chelly Dagdia)
Professeure des universités
CNU : SECTION 27 - Informatique
Laboratoire / équipe
Publications
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"citationRef_s":"<i>PFIA</i>, Jun 2026, Arras, France",
"citationFull_s":"Rahma Hellali, Zaineb Chelly Dagdia, Ahmed Ktaish, Karine Zeitouni, Djillali Annane. Détection de la sensibilité aux corticostéroïdes chez les patients septiques à l'aide d'une approche personnalisée de fouille de données : une étude clinique. <i>PFIA</i>, Jun 2026, Arras, France. <a target=\"_blank\" href=\"https://hal.science/hal-05600357v1\">⟨hal-05600357⟩</a>",
"title_s":["Détection de la sensibilité aux corticostéroïdes chez les patients septiques à l'aide d'une approche personnalisée de fouille de données : une étude clinique"],
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"citationRef_s":"<i>Journal of Biomedical Informatics</i>, 2026, pp.105040. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.jbi.2026.105040\">⟨10.1016/j.jbi.2026.105040⟩</a>",
"citationFull_s":"Malek Adouani, Djillali Annane, Zaineb Chelly Dagdia. Rethinking Fairness in Unsupervised Healthcare AI: A Methodological Scoping Review. <i>Journal of Biomedical Informatics</i>, 2026, pp.105040. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.jbi.2026.105040\">⟨10.1016/j.jbi.2026.105040⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05586417v1\">⟨hal-05586417⟩</a>",
"title_s":["Rethinking Fairness in Unsupervised Healthcare AI: A Methodological Scoping Review"],
"authFullName_s":["Malek Adouani","Djillali Annane","Zaineb Chelly Dagdia"],
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"citationRef_s":"<i>The Lancet</i>, In press, 406 (10512), pp.1561-1562. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/S0140-6736(25)01807-0\">⟨10.1016/S0140-6736(25)01807-0⟩</a>",
"citationFull_s":"Gwćnolć Abgrall, Zaineb Chelly Dagdia, Xavier Monnet, Karine Zeitouni, Anmol Arora. From Vibe Coding to Vibe Caring : What Clinicians Can Learn from Programmers. <i>The Lancet</i>, In press, 406 (10512), pp.1561-1562. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/S0140-6736(25)01807-0\">⟨10.1016/S0140-6736(25)01807-0⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-05232972v1\">⟨hal-05232972⟩</a>",
"title_s":["From Vibe Coding to Vibe Caring : What Clinicians Can Learn from Programmers"],
"authFullName_s":["Gwćnolć Abgrall","Zaineb Chelly Dagdia","Xavier Monnet","Karine Zeitouni","Anmol Arora"],
"halId_s":"hal-05232972",
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"citationFull_s":"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. 2025. <a target=\"_blank\" href=\"https://hal.science/hal-05237366v1\">⟨hal-05237366⟩</a>",
"title_s":["Evaluating the Efficacy of Instance Incremental vs. Batch Learning in Delayed Label Environments : An Empirical Study on Tabular Data Streaming for Fraud Detection"],
"authFullName_s":["Kodjo Mawuena Amekoe","Mustapha Lebbah","Gregoire Jaffre","Hanene Azzag","Zaineb Chelly Dagdia"],
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"citationRef_s":"<i>ECMLPKDD 2025</i>, Sep 2025, Porto (Portugal), Portugal",
"citationFull_s":"Malek Adouani, Zaineb Chelly Dagdia. Fair and Privacy-preserving Synthetic Data Generation via Clustering-based Variational Autoencoder and Adversarially Debiased Wasserstein Generative Adversarial Networks with Gradient Penalty. <i>ECMLPKDD 2025</i>, Sep 2025, Porto (Portugal), Portugal. <a target=\"_blank\" href=\"https://hal.science/hal-05113907v1\">⟨hal-05113907⟩</a>",
"title_s":["Fair and Privacy-preserving Synthetic Data Generation via Clustering-based Variational Autoencoder and Adversarially Debiased Wasserstein Generative Adversarial Networks with Gradient Penalty"],
"authFullName_s":["Malek Adouani","Zaineb Chelly Dagdia"],
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"citationRef_s":"<i>Extraction et Gestion des Connaissances (EGC) 2025</i>, Jan 2025, Strasbourg, France",
"citationFull_s":"Rahma Hellali, Zaineb Chelly Dagdia, Karine Zeitouni. Variables Selection using a Novel Interactive Deep Reinforcement Learning Approach. <i>Extraction et Gestion des Connaissances (EGC) 2025</i>, Jan 2025, Strasbourg, France. <a target=\"_blank\" href=\"https://hal.science/hal-05333566v1\">⟨hal-05333566⟩</a>",
"title_s":["Variables Selection using a Novel Interactive Deep Reinforcement Learning Approach"],
"authFullName_s":["Rahma Hellali","Zaineb Chelly Dagdia","Karine Zeitouni"],
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"citationRef_s":"<i>Cognitive Computation</i>, 2024, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s12559-024-10337-6\">⟨10.1007/s12559-024-10337-6⟩</a>",
"citationFull_s":"Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said. Cognitively Inspired Three-Way Decision Making and Bi-Level Evolutionary Optimization for Mobile Cybersecurity Threats Detection: A Case Study on Android Malware. <i>Cognitive Computation</i>, 2024, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s12559-024-10337-6\">⟨10.1007/s12559-024-10337-6⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04729097v1\">⟨hal-04729097⟩</a>",
"title_s":["Cognitively Inspired Three-Way Decision Making and Bi-Level Evolutionary Optimization for Mobile Cybersecurity Threats Detection: A Case Study on Android Malware"],
"authFullName_s":["Manel Jerbi","Zaineb Chelly Dagdia","Slim Bechikh","Lamjed Ben Said"],
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"citationRef_s":"<i>Computer Methods and Programs in Biomedicine</i>, In press",
"citationFull_s":"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. <i>Computer Methods and Programs in Biomedicine</i>, In press. <a target=\"_blank\" href=\"https://hal.science/hal-04385119v1\">⟨hal-04385119⟩</a>",
"title_s":["Corticosteroid sensitivity detection in sepsis patients using a personalized data mining approach: a clinical investigation"],
"authFullName_s":["Rahma Hellali","Zaineb Chelly Dagdia","Ahmed Ktaish","Karine Zeitouni","Djillali Annane"],
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"citationRef_s":"<i>Evolutionary Intelligence</i>, 2024, 17 (2), pp.1047-1063. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s12065-022-00784-1\">⟨10.1007/s12065-022-00784-1⟩</a>",
"citationFull_s":"Zaineb Chelly Dagdia, Omar Ben Amor, Slim Bechikh, Lamjed Ben Said. Many-objective optimization of wireless sensor network deployment. <i>Evolutionary Intelligence</i>, 2024, 17 (2), pp.1047-1063. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s12065-022-00784-1\">⟨10.1007/s12065-022-00784-1⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04626771v1\">⟨hal-04626771⟩</a>",
"title_s":["Many-objective optimization of wireless sensor network deployment"],
"authFullName_s":["Zaineb Chelly Dagdia","Omar Ben Amor","Slim Bechikh","Lamjed Ben Said"],
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"citationRef_s":"<i>Computer Methods and Programs in Biomedicine</i>, 2024, 245, <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.cmpb.2024.108017\">⟨10.1016/j.cmpb.2024.108017⟩</a>",
"citationFull_s":"Rahma Hellali, Zaineb Chelly Dagdia, Karine Zeitouni, Ahmed Ktaish, Djillali Annane. Corticosteroid sensitivity detection in sepsis patients using a personalized data mining approach: A clinical investigation. <i>Computer Methods and Programs in Biomedicine</i>, 2024, 245, <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.cmpb.2024.108017\">⟨10.1016/j.cmpb.2024.108017⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04822552v1\">⟨hal-04822552⟩</a>",
"title_s":["Corticosteroid sensitivity detection in sepsis patients using a personalized data mining approach: A clinical investigation"],
"authFullName_s":["Rahma Hellali","Zaineb Chelly Dagdia","Karine Zeitouni","Ahmed Ktaish","Djillali Annane"],
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"citationRef_s":"Computer Science [cs]. Paris Saclay University, 2023",
"citationFull_s":"Zaineb Chelly Dagdia. Knowledge discovery in databases using novel approaches based on Computational Intelligence. Computer Science [cs]. Paris Saclay University, 2023. <a target=\"_blank\" href=\"https://hal.science/tel-04385190v1\">⟨tel-04385190⟩</a>",
"title_s":["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"],
"authFullName_s":["Zaineb Chelly Dagdia"],
"halId_s":"tel-04385190",
"docType_s":"HDR",
"producedDateY_i":2023
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"citationRef_s":"<i>IEEE 2023 Congress on Evolutionary Computation</i>, Jul 2023, Chicago, United States",
"citationFull_s":"Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said. Immune-Based System to Enhance Malware Detection. <i>IEEE 2023 Congress on Evolutionary Computation</i>, Jul 2023, Chicago, United States. <a target=\"_blank\" href=\"https://hal.science/hal-04074893v1\">⟨hal-04074893⟩</a>",
"title_s":["Immune-Based System to Enhance Malware Detection"],
"authFullName_s":["Manel Jerbi","Zaineb Chelly Dagdia","Slim Bechikh","Lamjed Ben Said"],
"halId_s":"hal-04074893",
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"producedDateY_i":2023
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"citationRef_s":"<i>17th CONFERENCE ON COMPUTER SCIENCE AND INTELLIGENCE SYSTEMS</i>, Sep 2022, Sofia, Bulgaria",
"citationFull_s":"Zaineb Chelly Dagdia, Vania Bogorny. Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities. <i>17th CONFERENCE ON COMPUTER SCIENCE AND INTELLIGENCE SYSTEMS</i>, Sep 2022, Sofia, Bulgaria. <a target=\"_blank\" href=\"https://uvsq.hal.science/hal-03723133v1\">⟨hal-03723133⟩</a>",
"title_s":["Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities"],
"authFullName_s":["Zaineb Chelly Dagdia","Vania Bogorny"],
"halId_s":"hal-03723133",
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"producedDateY_i":2022
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"citationFull_s":"Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said. Malware Evolution and Detection Based on the Variable Precision Rough Set Model. <i>17th CONFERENCE ON COMPUTER SCIENCE AND INTELLIGENCE SYSTEMS</i>, Sep 2022, Sofia, Bulgaria. <a target=\"_blank\" href=\"https://uvsq.hal.science/hal-03723132v1\">⟨hal-03723132⟩</a>",
"title_s":["Malware Evolution and Detection Based on the Variable Precision Rough Set Model"],
"authFullName_s":["Manel Jerbi","Zaineb Chelly Dagdia","Slim Bechikh","Lamjed Ben Said"],
"halId_s":"hal-03723132",
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"citationRef_s":"<i>Computers & Security</i>, In press",
"citationFull_s":"Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said. Android Malware Detection as a Bi-level Problem. <i>Computers & Security</i>, In press. <a target=\"_blank\" href=\"https://uvsq.hal.science/hal-03715292v1\">⟨hal-03715292⟩</a>",
"title_s":["Android Malware Detection as a Bi-level Problem"],
"authFullName_s":["Manel Jerbi","Zaineb Chelly Dagdia","Slim Bechikh","Lamjed Ben Said"],
"halId_s":"hal-03715292",
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"producedDateY_i":2022
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"citationRef_s":"<i>Evolutionary Intelligence</i>, In press",
"citationFull_s":"Omar Ben Amor, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said. Many-Objective Optimization of Wireless Sensor Network Deployment. <i>Evolutionary Intelligence</i>, In press. <a target=\"_blank\" href=\"https://uvsq.hal.science/hal-03794034v1\">⟨hal-03794034⟩</a>",
"title_s":["Many-Objective Optimization of Wireless Sensor Network Deployment"],
"authFullName_s":["Omar Ben Amor","Zaineb Chelly Dagdia","Slim Bechikh","Lamjed Ben Said"],
"halId_s":"hal-03794034",
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"producedDateY_i":2022
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"citationRef_s":"<i>Computers & Security</i>, 2022, 121, pp.102825. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.cose.2022.102825\">⟨10.1016/j.cose.2022.102825⟩</a>",
"citationFull_s":"Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said. Android malware detection as a Bi-level problem. <i>Computers & Security</i>, 2022, 121, pp.102825. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.cose.2022.102825\">⟨10.1016/j.cose.2022.102825⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-03837347v1\">⟨hal-03837347⟩</a>",
"title_s":["Android malware detection as a Bi-level problem"],
"authFullName_s":["Manel Jerbi","Zaineb Chelly Dagdia","Slim Bechikh","Lamjed Ben Said"],
"halId_s":"hal-03837347",
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},{
"citationRef_s":"<i>Applied Computing and Intelligence</i>, In press",
"citationFull_s":"Mohamed Wiem Mkaouer, Tarek Gaber, Zaineb Chelly Dagdia. Effects of COVID-19 pandemic on computational intelligence and cybersecurity: a survey. <i>Applied Computing and Intelligence</i>, In press. <a target=\"_blank\" href=\"https://uvsq.hal.science/hal-03836783v1\">⟨hal-03836783⟩</a>",
"title_s":["Effects of COVID-19 pandemic on computational intelligence and cybersecurity: a survey"],
"authFullName_s":["Mohamed Wiem Mkaouer","Tarek Gaber","Zaineb Chelly Dagdia"],
"halId_s":"hal-03836783",
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"producedDateY_i":2022
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"citationRef_s":"<i>STEM Education</i>, 2022, 2, <a target=\"_blank\" href=\"https://dx.doi.org/10.3934/steme.2022013\">⟨10.3934/steme.2022013⟩</a>",
"citationFull_s":"Zaineb Chelly Dagdia, Ana Cristina Simões E Silva. Effects of COVID-19 pandemic on education and society. <i>STEM Education</i>, 2022, 2, <a target=\"_blank\" href=\"https://dx.doi.org/10.3934/steme.2022013\">⟨10.3934/steme.2022013⟩</a>. <a target=\"_blank\" href=\"https://uvsq.hal.science/hal-03761916v1\">⟨hal-03761916⟩</a>",
"title_s":["Effects of COVID-19 pandemic on education and society"],
"authFullName_s":["Zaineb Chelly Dagdia","Ana Cristina Simões E Silva"],
"halId_s":"hal-03761916",
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"producedDateY_i":2022
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"citationRef_s":"<i>International Conference on Neural Information Processing</i>, Dec 2021, Bali, Indonesia. pp.634-641, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-92307-5_74\">⟨10.1007/978-3-030-92307-5_74⟩</a>",
"citationFull_s":"Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Lamjed Ben Said. Malware Detection Using Rough Set Based Evolutionary Optimization. <i>International Conference on Neural Information Processing</i>, Dec 2021, Bali, Indonesia. pp.634-641, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/978-3-030-92307-5_74\">⟨10.1007/978-3-030-92307-5_74⟩</a>. <a target=\"_blank\" href=\"https://uvsq.hal.science/hal-03495773v1\">⟨hal-03495773⟩</a>",
"title_s":["Malware Detection Using Rough Set Based Evolutionary Optimization"],
"authFullName_s":["Manel Jerbi","Zaineb Chelly Dagdia","Slim Bechikh","Lamjed Ben Said"],
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"citationRef_s":"<i>Fundamenta Informaticae</i>, 2021, 182 (2), pp.111-179. <a target=\"_blank\" href=\"https://dx.doi.org/10.3233/FI-2021-2069\">⟨10.3233/FI-2021-2069⟩</a>",
"citationFull_s":"Zaineb Chelly Dagdia, Christine Zarges. A detailed study of the distributed rough set based locality sensitive hashing feature selection technique. <i>Fundamenta Informaticae</i>, 2021, 182 (2), pp.111-179. <a target=\"_blank\" href=\"https://dx.doi.org/10.3233/FI-2021-2069\">⟨10.3233/FI-2021-2069⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02880638v1\">⟨hal-02880638⟩</a>",
"title_s":["A detailed study of the distributed rough set based locality sensitive hashing feature selection technique"],
"authFullName_s":["Zaineb Chelly Dagdia","Christine Zarges"],
"halId_s":"hal-02880638",
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"producedDateY_i":2021
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"citationRef_s":"<i>Artificial Intelligence Review</i>, In press, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10462-020-09951-1\">⟨10.1007/s10462-020-09951-1⟩</a>",
"citationFull_s":"Zaineb Chelly Dagdia, Pavel Avdeyev, Md. Shamsuzzoha Bayzid. Biological computation and computational biology: survey, challenges, and discussion. <i>Artificial Intelligence Review</i>, In press, <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10462-020-09951-1\">⟨10.1007/s10462-020-09951-1⟩</a>. <a target=\"_blank\" href=\"https://uvsq.hal.science/hal-03141690v1\">⟨hal-03141690⟩</a>",
"title_s":["Biological computation and computational biology: survey, challenges, and discussion"],
"authFullName_s":["Zaineb Chelly Dagdia","Pavel Avdeyev","Md. Shamsuzzoha Bayzid"],
"halId_s":"hal-03141690",
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"citationRef_s":"<i>Knowledge and Information Systems (KAIS)</i>, 2020, 62 (8), pp.3321-3386. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10115-020-01467-y\">⟨10.1007/s10115-020-01467-y⟩</a>",
"citationFull_s":"Zaineb Chelly Dagdia, Christine Zarges, Gaël Beck, Mustapha Lebbah. A scalable and effective rough set theory-based approach for big data pre-processing. <i>Knowledge and Information Systems (KAIS)</i>, 2020, 62 (8), pp.3321-3386. <a target=\"_blank\" href=\"https://dx.doi.org/10.1007/s10115-020-01467-y\">⟨10.1007/s10115-020-01467-y⟩</a>. <a target=\"_blank\" href=\"https://hal.science/hal-04456307v2\">⟨hal-04456307v2⟩</a>",
"title_s":["A scalable and effective rough set theory-based approach for big data pre-processing"],
"authFullName_s":["Zaineb Chelly Dagdia","Christine Zarges","Gaël Beck","Mustapha Lebbah"],
"halId_s":"hal-04456307",
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"citationRef_s":"<i>Knowledge Discovery in Big Data from Astronomy and Earth Observation</i>, <a target=\"_blank\" href=\"https://www.sciencedirect.com/science/article/pii/B9780128191545000266\"></a>, pp.283-306, 2020",
"citationFull_s":"Zaineb Chelly Dagdia, Miroslav Mirchev. When Evolutionary Computing Meets Astro- and Geoinformatics. <i>Knowledge Discovery in Big Data from Astronomy and Earth Observation</i>, <a target=\"_blank\" href=\"https://www.sciencedirect.com/science/article/pii/B9780128191545000266\"></a>, pp.283-306, 2020. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02880731v1\">⟨hal-02880731⟩</a>",
"title_s":["When Evolutionary Computing Meets Astro- and Geoinformatics"],
"authFullName_s":["Zaineb Chelly Dagdia","Miroslav Mirchev"],
"halId_s":"hal-02880731",
"docType_s":"COUV",
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},{
"citationRef_s":"<i>Computers & Security</i>, 2020, 92, pp.101743. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.cose.2020.101743\">⟨10.1016/j.cose.2020.101743⟩</a>",
"citationFull_s":"Manel Jerbi, Zaineb Chelly Dagdia, Slim Bechikh, Mohamed Makhlouf, Lamjed Ben Said. On the Use of Artificial Malicious Patterns for Android Malware Detection. <i>Computers & Security</i>, 2020, 92, pp.101743. <a target=\"_blank\" href=\"https://dx.doi.org/10.1016/j.cose.2020.101743\">⟨10.1016/j.cose.2020.101743⟩</a>. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02464180v1\">⟨hal-02464180⟩</a>",
"title_s":["On the Use of Artificial Malicious Patterns for Android Malware Detection"],
"authFullName_s":["Manel Jerbi","Zaineb Chelly Dagdia","Slim Bechikh","Mohamed Makhlouf","Lamjed Ben Said"],
"halId_s":"hal-02464180",
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},{
"citationRef_s":"<i>EvoCOP 2020 - 20th European Conference on Evolutionary Computation in Combinatorial Optimisation</i>, Apr 2020, Seville, Spain",
"citationFull_s":"Paloma de Las Cuevas, Pablo Garcia-Sanchez, Zaineb Chelly Dagdia, Maria-Isabel Garcia-Arenas, Juan Julian Merelo. Automatic rule extraction from access rules using Genetic Programming. <i>EvoCOP 2020 - 20th European Conference on Evolutionary Computation in Combinatorial Optimisation</i>, Apr 2020, Seville, Spain. <a target=\"_blank\" href=\"https://inria.hal.science/hal-02880764v1\">⟨hal-02880764⟩</a>",
"title_s":["Automatic rule extraction from access rules using Genetic Programming"],
"authFullName_s":["Paloma de Las Cuevas","Pablo Garcia-Sanchez","Zaineb Chelly Dagdia","Maria-Isabel Garcia-Arenas","Juan Julian Merelo"],
"halId_s":"hal-02880764",
"docType_s":"COMM",
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