Towards Clustering Validation in Big Data Context. - Soumeya Zerabi; Souham Meshoul; Amina Merniz; Radia Melal (BDCA, 2017)

Models for Internal Clustering Validation Indexes Based on Hadoop-MapReduce. - Soumeya Zerabi; Souham Meshoul; Samia Chikhi Boucherkha (Int. J. Distributed Syst. Technol., 2020)

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