| 2025 | ICAART | Leveraging Machine Learning in American Sign Language Recognition. | Lyth Khaled Al-Shbeilat, Anis Mezghani, Monji Kherallah, Faiza Charfi |
| 2025 | ICAART | A Survey of Advanced Classification and Feature Extraction Techniques Across Various Autism Data Sources. | Sonia Slimen, Anis Mezghani, Monji Kherallah, Faiza Charfi |
| 2023 | HIS | Skin Cancer Detection and Classification Using CNN and SVM. | Sonia Slimen, Anis Mezghani, Monji Kherallah |
| 2022 | ISDA | DL vs. Traditional ML Algorithms to Recognize Arabic Handwriting Script: A Review. | Anis Mezghani, Mohamed Elleuch, Monji Kherallah |
| 2020 | ISDA | Open Vocabulary Recognition of Offline Arabic Handwriting Text Based on Deep Learning. | Zouhaira Noubigh, Anis Mezghani, Monji Kherallah |
| 2019 | HIS | Clothing Classification Using Deep CNN Architecture Based on Transfer Learning. | Mohamed Elleuch, Anis Mezghani, Mariem Khemakhem, Monji Kherallah |
| 2019 | HIS | Contribution on Arabic Handwriting Recognition Using Deep Neural Network. | Zouhaira Noubigh, Anis Mezghani, 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 |
| 2014 | ICFHR | ICFHR2014 Competition on Arabic Writer Identification Using AHTID/MW and KHATT Databases. | Fouad Slimane, Sameh Awaida, Anis Mezghani, Mohammad Tanvir Parvez, Slim Kanoun, Sabri A. Mahmoud, Volker Mrgner |
| 2013 | ICPRAM | Baseline Estimation in Arabic Handwritten Text-Line - Evaluation on AHTID/MW Database. | Anis Mezghani, Slim Kanoun, Souhir Bouaziz, Maher Khemakhem, Haikal El Abed |
| 2012 | ICFHR | A Database for Arabic Handwritten Text Image Recognition and Writer Identification. | Anis Mezghani, Slim Kanoun, Maher Khemakhem, Haikal El Abed |