Zaineb Chelly Dagdia
Orcid: 0000-0002-2551-6586
According to our database1,
Zaineb Chelly Dagdia
authored at least 54 papers
between 2010 and 2024.
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Bibliography
2024
Cognitively Inspired Three-Way Decision Making and Bi-Level Evolutionary Optimization for Mobile Cybersecurity Threats Detection: A Case Study on Android Malware.
Cogn. Comput., November, 2024
Exploring accuracy and interpretability trade-off in tabular learning with novel attention-based models.
Neural Comput. Appl., October, 2024
Evol. Intell., April, 2024
Evaluating the Efficacy of Instance Incremental vs. Batch Learning in Delayed Label Environments: An Empirical Study on Tabular Data Streaming for Fraud Detection.
CoRR, 2024
Corticosteroid sensitivity detection in sepsis patients using a personalized data mining approach: A clinical investigation.
Comput. Methods Programs Biomed., 2024
Proceedings of the 25th IEEE International Conference on Mobile Data Management, 2024
2023
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023
Clustering Corticosteroids Responsiveness in Sepsis Patients using Game-Theoretic Rough Sets.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023
Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023
Proceedings of the IEEE Congress on Evolutionary Computation, 2023
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).
, 2023
2022
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022
Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities.
Proceedings of the Communication Papers of the 17th Conference on Computer Science and Intelligence Systems, 2022
2021
A Detailed Study of the Distributed Rough Set Based Locality Sensitive Hashing Feature Selection Technique.
Fundam. Informaticae, 2021
Biological computation and computational biology: survey, challenges, and discussion.
Artif. Intell. Rev., 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Towards a Federated Learning Approach for Privacy-aware Analysis of Semantically Enriched Mobility Data.
Proceedings of the FRAME@HPDC 2021: Proceedings of the 1st Workshop on Flexible Resource and Application Management on the Edge, 2021
2020
A scalable and effective rough set theory-based approach for big data pre-processing.
Knowl. Inf. Syst., 2020
Comput. Secur., 2020
J. Classif., 2020
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020
2019
Swarm Evol. Comput., 2019
2018
Rough Set Theory as a Data Mining Technique: A Case Study in Epidemiology and Cancer Incidence Prediction.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Nouveau Modèle de Sélection de Caractéristiques basé sur la Théorie des Ensembles Approximatifs pour les Données Massives.
Proceedings of the Extraction et Gestion des Connaissances, 2018
Distributed Rough Set Based Feature Selection Approach to Analyse Deep and Hand-crafted Features for Mammography Mass Classification.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
A distributed rough set theory based algorithm for an efficient big data pre-processing under the spark framework.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
An Improved Decision System for URL Accesses Based on a Rough Feature Selection Technique.
Proceedings of the Recent Advances in Computational Intelligence in Defense and Security, 2016
The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments.
Trans. Comput. Collect. Intell., 2016
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., 2016
2015
Hybridization Schemes of the Fuzzy Dendritic Cell Immune Binary Classifier based on Different Fuzzy Clustering Techniques.
New Gener. Comput., 2015
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015
A New Version of the Dendritic Cell Immune Algorithm Based on the K-Nearest Neighbors.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015
Proceedings of the Second International Afro-European Conference for Industrial Advancement, 2015
2014
A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014
Proceedings of the Computational Intelligence - International Joint Conference, 2014
Improving the Dendritic Cell Algorithm Performance Using Fuzzy-Rough Set Theory as a Pattern Discovery Technique.
Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
A study of the data pre-processing module of the dendritic cell evolutionary algorithm.
Proceedings of the International Conference on Control, 2014
2013
Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013
Proceedings of the 6th Joint IFIP Wireless and Mobile Networking Conference, 2013
Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase.
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the Adaptive and Natural Computing Algorithms, 2013
A new data pre-processing approach for the dendritic cellalgorithm based on fuzzy rough set theory.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013
2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory.
Proceedings of the Artificial Immune Systems - 11th International Conference, 2012
Proceedings of the Artificial Intelligence and Soft Computing, 2012
2011
Proceedings of the Artificial Immune Systems - 10th International Conference, 2011
2010
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010