Parallel diffrential evolution clustering algorithm based on MapReduce. - Meroua Daoudi; Soumiya Hamena; Zakaria Benmounah; Mohamed Batouche (SoCPaR, 2014)

Deep Neural Network for Classification and Prediction of Oxygen Binding Proteins. - Soumiya Hamena; Souham Meshoul (ICCBB, 2018)

Multi-descriptor approaches to oxygen binding proteins prediction and classification using deep learning. - Soumiya Hamena; Souham Meshoul; Salima Ouadfel (Int. J. Bioinform. Res. Appl., 2022)