Impact of Feature Extraction and Feature Selection Techniques on Extended Attribute Profile-based Hyperspectral Image Classification. - Rania Zaatour; Sonia Bouzidi; Ezzeddine Zagrouba (VISIGRAPP (4: VISAPP), 2017)

Parallel and Distributed Local Fisher Discriminant Analysis to Reduce Hyperspectral Images on Cloud Computing Architectures. - Rania Zaatour; Sonia Bouzidi; Ezzeddine Zagrouba (ACIVS, 2018)

Class-adapted local fisher discriminant analysis to reduce highly-dimensioned data on commodity hardware: application to hyperspectral images. - Rania Zaatour; Sonia Bouzidi; Ezzeddine Zagrouba (Multim. Tools Appl., 2019)

Unsupervised Image-Adapted Local Fisher Discriminant Analysis to Reduce Hyperspectral Images Without Ground Truth. - Rania Zaatour; Sonia Bouzidi; Ezzeddine Zagrouba (IEEE Trans. Geosci. Remote. Sens., 2020)

DiverGet: a Search-Based Software Testing approach for Deep Neural Network Quantization assessment. - Ahmed Haj Yahmed; Houssem Ben Braiek; Foutse Khomh; Sonia Bouzidi; Rania Zaatour (Empir. Softw. Eng., 2022)

Robustness assessment of hyperspectral image CNNs using metamorphic testing. - Rached Bouchoucha; Houssem Ben Braiek; Foutse Khomh; Sonia Bouzidi; Rania Zaatour (Inf. Softw. Technol., 2023)

Mise en place d'un système de notation par aspects pour les articles de E-commerce en se basant sur les avis en français des consommateurs. - Mathias Chastan; Rania Zaatour; Cheik Ouedraogo; Karim Baati (APIA, 2024)