Zaineb Chelly Dagdia

Orcid: 0000-0002-2551-6586

According to our database1, Zaineb Chelly Dagdia authored at least 47 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Many-objective optimization of wireless sensor network deployment.
Evol. Intell., April, 2024

2023
Self-Reinforcement Attention Mechanism For Tabular Learning.
CoRR, 2023

Clustering Corticosteroids Responsiveness in Sepsis Patients using Game-Theoretic Rough Sets.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Immune-Based System to Enhance Malware Detection.
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
Android malware detection as a Bi-level problem.
Comput. Secur., 2022

Malware Evolution and Detection Based on the Variable Precision Rough Set Model.
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

Malware Detection Using Rough Set Based Evolutionary Optimization.
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

On the use of artificial malicious patterns for android malware detection.
Comput. Secur., 2020

A Hybrid Fuzzy Maintained Classification Method Based on Dendritic Cells.
J. Classif., 2020

Automatic Rule Extraction from Access Rules Using Genetic Programming.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

2019
A scalable and distributed dendritic cell algorithm for big data classification.
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

A distributed dendritic cell algorithm for big data.
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

A survey of the dendritic cell algorithm.
Knowl. Inf. Syst., 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

There is Noisy Lunch: A Study of Noise in Evolutionary Optimization Problems.
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

Data Pre-processing Based on Rough Sets and the Link to Other Theories.
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

A Statistical Approach to Dealing with Noisy Fitness in Evolutionary Algorithms.
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

A two-leveled hybrid dendritic cell algorithm under imprecise reasoning.
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
A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier.
Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

A new mobile health application for an ubiquitous information system.
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

QR-DCA: A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm.
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

A Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2013

2012
RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory.
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

COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method.
Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011
Further Exploration of the Fuzzy Dendritic Cell Method.
Proceedings of the Artificial Immune Systems - 10th International Conference, 2011

2010
FDCM: A Fuzzy Dendritic Cell Method.
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010


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