| 2026 | ACIIDS | Explainable and Robust Conformer for Multi-label Chest X-Ray Classification. | Jihene Tmamna, Rahma Fourati, Fadoua Drira, Berrin Yanikoglu |
| 2026 | ICAART | Deep Feature Fusion Framework with Uncertainty Estimation and Explainable AI for Enhanced Lung Disease Detection. | Yasmine Ammar, Rim Walha, Fadoua Drira |
| 2026 | ICAART | A Neural Approach to ADHD Detection in Children: Enhanced EEG Analysis with Wavelet-Transformer Synergy. | Raja Dhiabi, Rim Walha, Fadoua Drira |
| 2026 | ICAART | Learning What Matters for Effective Historical Manuscripts Recognition. | Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret |
| 2025 | IJCNN | Towards Explainable Skin Cancer Diagnosis: A Vision Transformer Approach with Grad-CAM Visualization. | Sonia Bouzidi, Imen Jdey, Fadoua Drira |
| 2025 | ISNCC | Handwritten Patterns in Children with Attention Deficit Hyperactivity Disorder: Hybrid Learning for Efficient Prediction. | Rim Walha, Rawia Baccouch, Fadoua Drira |
| 2024 | ICAART | SIFT-ResNet Synergy for Accurate Scene Word Detection in Complex Scenarios. | Riadh Harizi, Rim Walha, Fadoua Drira |
| 2024 | ICAART | Advancements and Challenges in Continual Learning for Natural Language Processing: Insights and Future Prospects. | Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret |
| 2024 | ICAART | A Multi-Task Learning Framework for Image Restoration Using a Novel Generative Adversarial Network. | Rim Walha, Fadoua Drira, Rania Bedhief |
| 2024 | SMC | Autoencoder-Based Drift Detection Method for Dynamic Analysis of EEG Data: A Comprehensive Study. | Rihab Khadimallah, Ilhem Kallel, Javier J. Snchez Medina, Fadoua Drira |
| 2023 | CW | Exploring Continual Learning and Self-learning for Historical Digit Recognition. | Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia |
| 2023 | CW | Chaotic Model-Based Blind Watermarking with LSB Technique for Digital Fundus Image Authentication. | Sawsan D. Mahmood, Fadoua Drira, Hussain Falih Mahdi, Yassine Aribi, Adel M. Alimi |
| 2023 | CW | Privacy-Preserving Anomaly Detection in Smart Meter Data Via Federated Learning. | Nourchen Moumni, Faten Chaabane, Fadoua Drira |
| 2023 | MMSP | Toward Digits Recognition Using Continual Learning. | Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia |
| 2022 | IDEAL | Association Rules Mining for Reducing Items from Emotion Regulation Questionnaires. | Rihab Khadimallah, Ilhem Kallel, Fadoua Drira |
| 2015 | ICDAR | Joint denoising and magnification of noisy Low-Resolution textual images. | Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi |
| 2014 | ICFHR | A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images. | Rim Walha, Fadoua Drira, Adel M. Alimi, Frank Lebourgeois, Christophe Garcia |
| 2014 | ICPR | Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution. | Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi |
| 2013 | ICDAR | Fast Integral MeanShift: Application to Color Segmentation of Document Images. | Frank Lebourgeois, Fadoua Drira, Djamel Gaceb, Jean Duong |
| 2013 | ICDAR | Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image. | Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi |
| 2013 | ICIAP | Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding. | Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi |
| 2012 | ICFHR | New Protocol Design for Wordspotting Assistance System: Case Study of the Collaborative Library Model - ARMARIUS. | Abir Chaari, Fadoua Drira, Adel M. Alimi, Eld Egyed-Zsigmond, Frank Lebourgeois |
| 2012 | ICFHR | Denoising Textual Images Using Local/Non-local Smoothing Filters: A Comparative Study. | Fadoua Drira, Frank Lebourgeois |
| 2009 | ICDAR | Document Images Restoration by a New Tensor Based Diffusion Process: Application to the Recognition of Old Printed Documents. | Fadoua Drira, Frank Lebourgeois, Hubert Emptoz |
| 2007 | ICDAR | A Coupled Mean Shift-Anisotropic Diffusion Approach for Document Image Segmentation and Restoration. | Fadoua Drira, Frank Lebourgeois, Hubert Emptoz |
| 2007 | ICDAR | OCR Accuracy Improvement through a PDE-Based Approach. | Fadoua Drira, Frank Lebourgeois, Hubert Emptoz |
| 2006 | DAS | Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique. | Fadoua Drira, Frank Le Bourgeois, Hubert Emptoz |