| 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 | 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 |
| 2026 | ICAART | BEFT vs. LoRA: Parameter-Efficient Fine-Tuning for Auto-Optimized Vision Transformers in Image Classification. | Moez Hamdi, Sonia Bouzidi, Imen Jdey |
| 2026 | ICAART | Dynamic Weighted Multimodal Fusion for Explainable Chest X-Ray Segmentation Using Integrated Gradients. | Ghazala Hcini, Imen Jdey |
| 2026 | ICAART | A Native Supervision Approach to Arabic VLM: Overcoming Transliteration Bias for Semantic Accuracy. | Monia Mahmoudi, Wided Moulahi, Imen Jdey |
| 2025 | CoDIT | Boosting Hyperspectral Image Classification with a 3D CNN and Vision Transformer Hybrid Architecture. | Ghazala Hcini, Imen Jdey |
| 2025 | ICAART | Federated Learning Harnessed with Differential Privacy for Heart Disease Prediction: Enhancing Privacy and Accuracy. | Wided Moulahi, Tarek Moulahi, Imen Jdey, Salah Zidi |
| 2025 | IJCNN | Towards Explainable Skin Cancer Diagnosis: A Vision Transformer Approach with Grad-CAM Visualization. | Sonia Bouzidi, Imen Jdey, Fadoua Drira |
| 2025 | ICTAI | Towards Privacy-Aware and Explainable Alzheimer's Diagnosis Using Lime and Federated Learning. | Ghazala Hcini, Imen Jdey |
| 2024 | ICAART | Improvement of Satellite Image Classification Using Attention-Based Vision Transformer. | Nawel Slimani, Imen Jdey, Monji Kherallah |
| 2023 | CoDIT | Performance Comparison of Machine Learning Methods Based on CNN for Satellite Imagery Classification. | Nawel Slimani, Imen Jdey, Monji Kherallah |
| 2023 | CW | HSV-Net: A Custom CNN for Malaria Detection with Enhanced Color Representation. | Ghazala Hcini, Imen Jdey, Hela Ltifi |
| 2022 | CoDIT | k-means and fuzzy c-means fusion for object clustering. | Ashraf Heni, Imen Jdey, Hela Ltifi |
| 2022 | ICSOC | Trusted Smart Irrigation System Based on Fuzzy IoT and Blockchain. | Imen Jdey |
| 2021 | ICDAR | Bayesian Hyperparameter Optimization of Deep Neural Network Algorithms Based on Ant Colony Optimization. | Sinda Jlassi, Imen Jdey, Hela Ltifi |