A Hybrid Approach for Optimized Composition of Cloud Services. - Soumia Zertal; Mohamed Chawki Batouche (BDCA, 2017)

A Novel Self-Organization Approach for Stigmergy Based Cloud Service Composition. - Soumia Zertal; Mohamed Batouche; Aïcha-Nabila Benharkat; Hind Benfenatki (Int. J. Appl. Metaheuristic Comput., 2018)

A Novel Hybrid Optimization-Based Approach for Efficient Development of Business-Applications in Cloud. - Soumia Zertal; Mohamed Batouche; Zakaria Laboudi (Int. J. Inf. Syst. Serv. Sect., 2020)

Binary Archimedes Optimization Algorithm based Feature Selection for Regression Problem. - Djermane Amine; Hichem Haouassi; Soumia Zertal (PAIS, 2022)

DeepD_DrugC: Deep and distributed workflow to predict drug- candidates. - Karima Sid; Soumia Zertal; Chaker Mezioud (PAIS, 2022)

Enhancing IoT Security Through Deep learning and Evolutionary Bio-Inspired Intrusion Detection in IoT systems. - Imed Eddine Bouramoul; Soumia Zertal; Makhlouf Derdour; Imene Zenbout (PAIS, 2024)

Efficient Hybrid-Robust Approach for Cancer Biomarker Discovery Using Omics Data. - Karima Sid; Soumia Zertal; Mohamed Batouche; Soumeya Zerabi (IEEE Access, 2025)