| 2025 | DATA | Brain Tumor Classification with Hybrid Deep Learning Models from MRI Images. | Dhouha Boubdellaha, Raouia Mokni, Boudour Ammar |
| 2025 | DATA | Improved Alzheimer's Detection from Brain MRI via Transfer Learning on Pre-Trained Convolutional Deep Models. | Malek Jallali, Raouia Mokni, Boudour Ammar |
| 2024 | MEDES | Hybrid Deep Learning Model for Predicting Mental Health States from Digital Media Content. | Mariem Haoues, Raouia Mokni |
| 2021 | ISDA | Twitter People's Opinions Analysis During Covid-19 Quarantine Using Machine Learning and Deep Learning Models. | Wafa Alotaibi, Faye Alomary, Raouia Mokni |
| 2020 | SoMeT | Deep Classifier Model for Autism Spectrum Disorder Prediction. | Raouia Mokni, Mariem Haoues |
| 2019 | HIS | A Novel CAD System for Breast DCE-MRI Based on Textural Analysis Using Several Machine Learning Methods. | Raouia Mokni, Norhene Gargouri, Alima Damak Masmoudi, Dorra Sellami, Wiem Feki, Zaineb Mnif |
| 2018 | ISDA | Efficient Personal Identification Intra-modal System by Fusing Left and Right Palms. | Raouia Mokni, Monji Kherallah |
| 2017 | AICCSA | Fusing Multi-techniques Based on LDA-CCA and Their Application in Palmprint Identification System. | Raouia Mokni, Hassen Drira, Monji Kherallah |
| 2017 | PSIVT | Multiset Canonical Correlation Analysis: Texture Feature Level Fusion of Multiple Descriptors for Intra-modal Palmprint Biometric Recognition. | Raouia Mokni, Anis Mezghani, Hassen Drira, Monji Kherallah |
| 2016 | ICANN | Palmprint Biometric System Modeling by DBC and DLA Methods and Classifying by KNN and SVM Classifiers. | Raouia Mokni, Monji Kherallah |
| 2016 | IJCNN | Offline Arabic Handwritten recognition system with dropout applied in Deep networks based-SVMs. | Mohamed Elleuch, Raouia Mokni, Monji Kherallah |
| 2016 | IJCNN | Biometric Palmprint identification via efficient texture features fusion. | Raouia Mokni, Mohamed Elleuch, Monji Kherallah |
| 2016 | SMC | Novel palmprint biometric system combining several fractal methods for texture information extraction. | Raouia Mokni, Monji Kherallah |
| 2015 | ISDA | Pre-processing and extraction of the ROIs steps for palmprints recognition system. | Raouia Mokni, Ramzi Zouari, Monji Kherallah |