| 2026 | ACIIDS | Explainable ResNet-Transformer Fusion with Belief Function Theory for Automated Infection Detection and Severity Assessment in Cactus Pears. | Adel Benali, Rahma Fourati, Imen Jdey |
| 2026 | ACIIDS | Explainable and Robust Conformer for Multi-label Chest X-Ray Classification. | Jihene Tmamna, Rahma Fourati, Fadoua Drira, Berrin Yanikoglu |
| 2026 | ICAART | Residual U-Net with Spatial Feature Refinement and Channel Sensitivity Enhancement for Accurate Segmentation of Cochineal Insect Infestation. | Adel Benali, Rahma Fourati, Imen Jdey |
| 2025 | IJCNN | Position Paper: The Environmental Cost of Deep Learning: A Call for Sustainable AI Practices. | Rahma Fourati |
| 2025 | IJCNN | Adaptive Weight Learning with PSO for Filter Pruning in Deep Learning Models. | Jihene Tmamna, Rahma Fourati, Hela Ltifi |
| 2024 | ICCCI | A Multi-view Spatio-Temporal EEG Feature Learning for Cross-Subject Motor Imagery Classification. | Adel Hameed, Rahma Fourati, Boudour Ammar, Javier J. Snchez Medina, Hela Ltifi |
| 2024 | ICCCI | Temporal Focal Modulation Networks for EEG-Based Cross-Subject Motor Imagery Classification. | Adel Hameed, Rahma Fourati, Boudour Ammar, Javier Sanchez-Medina, Hela Ltifi |
| 2024 | ICCCI | On the Effect of Quantization on Deep Neural Networks Performance. | Jihene Tmamna, Rahma Fourati, Hela Ltifi |
| 2023 | ICCCI | ReVQ-VAE: A Vector Quantization-Variational Autoencoder for COVID-19 Chest X-Ray Image Recovery. | Nesrine Tarhouni, Rahma Fourati, Maha Charfeddine, Chokri Ben Amar |
| 2023 | ISCC | Data Analysis of Electromyostimulation Training Effect on Muscles and Sports Performance. | Syrine Kallel, Rahma Fourati |
| 2023 | ISCC | A Novel Method for Arabic Text Detection with Interactive Visualization. | Imene Ouali, Rahma Fourati, Mohamed Ben Halima, Ali Wali |
| 2023 | ISCC | An Automatic Vision Transformer Pruning Method Based on Binary Particle Swarm Optimization. | Jihene Tmamna, Emna Ben Ayed, Rahma Fourati, Mounir Ben Ayed |
| 2020 | IJCNN | Robust feature learning method for epileptic seizures prediction based on long-term EEG signals. | Asma Baghdadi, Rahma Fourati, Yassine Aribi, Patrick Siarry, Adel M. Alimi |
| 2020 | IJCNN | EEG feature learning with Intrinsic Plasticity based Deep Echo State Network. | Rahma Fourati, Boudour Ammar, Yaochu Jin, Adel M. Alimi |
| 2017 | ICONIP | Optimized Echo State Network with Intrinsic Plasticity for EEG-Based Emotion Recognition. | Rahma Fourati, Boudour Ammar, Chaouki Aouiti, Javier J. Snchez Medina, Adel M. Alimi |
| 2015 | ISDA | Improved recurrent neural network architecture for SVM learning. | Rahma Fourati, Chaouki Aouiti, Adel M. Alimi |