FDCM: A Fuzzy Dendritic Cell Method. - Zeineb Chelly; Zied Elouedi (ICARIS, 2010)

Further Exploration of the Fuzzy Dendritic Cell Method. - Zeineb Chelly; Zied Elouedi (ICARIS, 2011)

COID-FDCM: The Fuzzy Maintained Dendritic Cell Classification Method. - Zeineb Chelly; Abir Smiti; Zied Elouedi (ICAISC (2), 2012)

RC-DCA: A New Feature Selection and Signal Categorization Technique for the Dendritic Cell Algorithm Based on Rough Set Theory. - Zeineb Chelly; Zied Elouedi (ICARIS, 2012)

RST-DCA: A Dendritic Cell Algorithm Based on Rough Set Theory. - Zeineb Chelly; Zied Elouedi (ICONIP (3), 2012)

A Fuzzy-Rough Data Pre-processing Approach for the Dendritic Cell Classifier. - Zeineb Chelly; Zied Elouedi (ECSQARU, 2013)

A new data pre-processing approach for the dendritic cellalgorithm based on fuzzy rough set theory. - Zeineb Chelly; Zied Elouedi (GECCO (Companion), 2013)

QR-DCA: A New Rough Data Pre-processing Approach for the Dendritic Cell Algorithm. - Zeineb Chelly; Zied Elouedi (ICANNGA, 2013)

Supporting Fuzzy-Rough Sets in the Dendritic Cell Algorithm Data Pre-processing Phase. - Zeineb Chelly; Zied Elouedi (ICONIP (2), 2013)

A new mobile health application for an ubiquitous information system. - Mohamed Amine Ben Yahmed; Mohamed Amine Bounenni; Zeineb Chelly; Amir Jlassi (WMNC, 2013)

A New Hybrid Fuzzy-Rough Dendritic Cell Immune Classifier. - Zeineb Chelly; Zied Elouedi (ICSI (1), 2013)

A study of the data pre-processing module of the dendritic cell evolutionary algorithm. - Zeineb Chelly; Zied Elouedi (CoDIT, 2014)

A two-leveled hybrid dendritic cell algorithm under imprecise reasoning. - Zeineb Chelly; Zied Elouedi (GECCO, 2014)

Improving the Dendritic Cell Algorithm Performance Using Fuzzy-Rough Set Theory as a Pattern Discovery Technique. - Zeineb Chelly; Zied Elouedi (IBICA, 2014)

A Statistical Approach to Dealing with Noisy Fitness in Evolutionary Algorithms. - Juan Julián Merelo Guervós; Zeineb Chelly; Antonio Mora García; Antonio Fernández-Ares; Anna Isabel Esparcia-Alcázar; Carlos Cotta; Paloma de las Cuevas; Nuria Rico (IJCCI (Selected Papers), 2014)

A Rough Information Extraction Technique for the Dendritic Cell Algorithm within Imprecise Circumstances. - Zeineb Chelly; Zied Elouedi (SETN, 2014)

Data Pre-processing Based on Rough Sets and the Link to Other Theories. - Zeineb Chelly (AECIA, 2015)

A New Version of the Dendritic Cell Immune Algorithm Based on the K-Nearest Neighbors. - Kaouther Ben Ali; Zeineb Chelly; Zied Elouedi (ICONIP (1), 2015)

There is Noisy Lunch: A Study of Noise in Evolutionary Optimization Problems. - 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 (IJCCI (ECTA), 2015)

Hybridization Schemes of the Fuzzy Dendritic Cell Immune Binary Classifier based on Different Fuzzy Clustering Techniques. - Zeineb Chelly; Zied Elouedi (New Gener. Comput., 2015)

From the General to the Specific: Inducing a Novel Dendritic Cell Algorithm from a Detailed State-of-the-Art Review. - Zeineb Chelly; Zied Elouedi (Int. J. Pattern Recognit. Artif. Intell., 2016)

A survey of the dendritic cell algorithm. - Zeineb Chelly; Zied Elouedi (Knowl. Inf. Syst., 2016)

The Uncertainty Quandary: A Study in the Context of the Evolutionary Optimization in Games and Other Uncertain Environments. - 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 (Trans. Comput. Collect. Intell., 2016)

An Improved Decision System for URL Accesses Based on a Rough Feature Selection Technique. - Paloma de las Cuevas; Zeineb Chelly; Antonio Miguel Mora; Juan Julián Merelo Guervós; Anna Isabel Esparcia-Alcázar (Recent Advances in Computational Intelligence in Defense and Security, 2016)

A distributed rough set theory based algorithm for an efficient big data pre-processing under the spark framework. - Zaineb Chelly Dagdia; Christine Zarges; Gaël Beck; Mustapha Lebbah (IEEE BigData, 2017)

A Distributed Rough Set Theory Algorithm based on Locality Sensitive Hashing for an Efficient Big Data Pre-processing. - Zaineb Chelly Dagdia; Christine Zarges; Gaël Beck; Hanene Azzag; Mustapha Lebbah (IEEE BigData, 2018)

Distributed Rough Set Based Feature Selection Approach to Analyse Deep and Hand-crafted Features for Mammography Mass Classification. - Azam Hamidinekoo; Zaineb Chelly Dagdia; Zobia Suhail; Reyer Zwiggelaar (IEEE BigData, 2018)

Nouveau Modèle de Sélection de Caractéristiques basé sur la Théorie des Ensembles Approximatifs pour les Données Massives. - Zaineb Chelly Dagdia; Christine Zarges; Gaël Beck; Mustapha Lebbah (EGC, 2018)

A distributed dendritic cell algorithm for big data. - Zaineb Chelly Dagdia (GECCO (Companion), 2018)

Rough Set Theory as a Data Mining Technique: A Case Study in Epidemiology and Cancer Incidence Prediction. - Zaineb Chelly Dagdia; Christine Zarges; Benjamin Schannes; Martin Micalef; Lino Galiana; Benoît Rolland; Olivier de Fresnoye; Mehdi Benchoufi (ECML/PKDD (3), 2018)

A scalable and distributed dendritic cell algorithm for big data classification. - Zaineb Chelly Dagdia (Swarm Evol. Comput., 2019)

Automatic Rule Extraction from Access Rules Using Genetic Programming. - Paloma de las Cuevas; Pablo García-Sánchez; Zaineb Chelly Dagdia; María Isabel García Arenas; Juan Julián Merelo Guervós (EvoApplications, 2020)

A Hybrid Fuzzy Maintained Classification Method Based on Dendritic Cells. - Zaineb Chelly Dagdia; Zied Elouedi (J. Classif., 2020)

On the use of artificial malicious patterns for android malware detection. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (Comput. Secur., 2020)

A scalable and effective rough set theory-based approach for big data pre-processing. - Zaineb Chelly Dagdia; Christine Zarges; Gaël Beck; Mustapha Lebbah (Knowl. Inf. Syst., 2020)

Towards a Federated Learning Approach for Privacy-aware Analysis of Semantically Enriched Mobility Data. - Zaineb Chelly Dagdia; Chiara Renso; Karine Zeitouni; Nazim Agoulmine (FRAME@HPDC, 2021)

Malware Detection Using Rough Set Based Evolutionary Optimization. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (ICONIP (5), 2021)

Biological computation and computational biology: survey, challenges, and discussion. - Zaineb Chelly Dagdia; Pavel Avdeyev; Md. Shamsuzzoha Bayzid (Artif. Intell. Rev., 2021)

A Detailed Study of the Distributed Rough Set Based Locality Sensitive Hashing Feature Selection Technique. - Zaineb Chelly Dagdia; Christine Zarges (Fundam. Informaticae, 2021)

Towards a Granular Computing Framework for Multiple Aspect Trajectory Representation and Privacy Preservation: Research Challenges and Opportunities. - Zaineb Chelly Dagdia; Vania Bogorny (FedCSIS (Communication Papers), 2022)

Malware Evolution and Detection Based on the Variable Precision Rough Set Model. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (FedCSIS, 2022)

Android malware detection as a Bi-level problem. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (Comput. Secur., 2022)

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). - Zaineb Chelly Dagdia (2023)

Immune-Based System to Enhance Malware Detection. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (CEC, 2023)

TabSRA: An Attention based Self-Explainable Model for Tabular Learning. - Kodjo Mawuena Amekoe; Mohamed Djallel Dilmi; Hanene Azzag; Zaineb Chelly Dagdia; Mustapha Lebbah; Gregoire Jaffre (ESANN, 2023)

Clustering Corticosteroids Responsiveness in Sepsis Patients using Game-Theoretic Rough Sets. - Rahma Hellali; Zaineb Chelly Dagdia; Karine Zeitouni (FedCSIS, 2023)

A New Class of Intelligible Models for Tabular Learning. - Kodjo Mawuena Amekoe; Hanane Azzag; Mustapha Lebbah; Zaineb Chelly Dagdia; Gregoire Jaffre (PKDD/ECML Workshops (3), 2023)

Self-Reinforcement Attention Mechanism For Tabular Learning. - Kodjo Mawuena Amekoe; Mohamed Djallel Dilmi; Hanene Azzag; Mustapha Lebbah; Zaineb Chelly Dagdia; Gregoire Jaffre (CoRR, 2023)

Federated TimeGAN for Privacy Preserving Synthetic Trajectory Generation. - Saloua Bouabba; Karine Zeitouni; Bassem Haidar; Nazim Agoulmine; Zaineb Chelly Dagdia (MDM, 2024)

Corticosteroid sensitivity detection in sepsis patients using a personalized data mining approach: A clinical investigation. - Rahma Hellali; Zaineb Chelly Dagdia; Ahmed Ktaish; Karine Zeitouni; Djillali Annane (Comput. Methods Programs Biomed., 2024)

Evaluating the Efficacy of Instance Incremental vs. Batch Learning in Delayed Label Environments: An Empirical Study on Tabular Data Streaming for Fraud Detection. - Kodjo Mawuena Amekoe; Mustapha Lebbah; Gregoire Jaffre; Hanene Azzag; Zaineb Chelly Dagdia (CoRR, 2024)

Many-objective optimization of wireless sensor network deployment. - Omar Ben Amor; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (Evol. Intell., 2024)

Exploring accuracy and interpretability trade-off in tabular learning with novel attention-based models. - Kodjo Mawuena Amekoe; Hanane Azzag; Zaineb Chelly Dagdia; Mustapha Lebbah; Gregoire Jaffre (Neural Comput. Appl., 2024)

Cognitively Inspired Three-Way Decision Making and Bi-Level Evolutionary Optimization for Mobile Cybersecurity Threats Detection: A Case Study on Android Malware. - Manel Jerbi; Zaineb Chelly Dagdia; Slim Bechikh; Lamjed Ben Said (Cogn. Comput., 2024)