| 2026 | IWCMC | A mini-review of Symbolic Neurons: Bridging Symbolic and Connectionist Paradigms. | Nouha Azouzi, Ouissem Ben Fredj, Omar Cheikhrouhou, Neila Mezghani |
| 2026 | SECRYPT | Explainable Multi-Objective Hybrid Metaheuristic Feature Selection for IoMT Intrusion Detection. | Selma Bououdina, Habib Louafi, Meriem Zerkouk, Neila Mezghani, Richard Hotte |
| 2025 | ADMA | Analysis of Metadata and Cough Signal Complexities in Tuberculosis Screening. | Sana Ben Mahjouba, Youssef Ouakrim, Johannes C. Ayena, Simon Grandjean Lapierre, Mihaja Raberahona, Neila Mezghani |
| 2025 | AICCSA | Integrating Structural Graphs and Cross-Attention for Drug-Target Interaction Prediction. | Khadidja Henni, Leila Hamdad, Neila Mezghani, Nourelhouda Benazzoug, Lina Abou-Abbas |
| 2023 | CW | Machine Learning Based Approaches for Cough Detection From Acceleration Signal. | Ines Belhaj Messaoud, Elyes Ben Cheikh, Assaad Chiboub, Karim Loulou, Youssef Ouakrim, Sofia Ben Jebara, Philippe C. Dixon, Neila Mezghani |
| 2020 | ICOST | Respiratory Activity Classification Based on Ballistocardiogram Analysis. | Mohamed Chiheb Ben Nasr, Sofia Ben Jebara, Samuel Otis, Bessam Abdulrazak, Neila Mezghani |
| 2019 | ICOST | Smart Mat for Respiratory Activity Detection: Study in a Clinical Setting. | Samuel Otis, Bessam Abdulrazak, Sofia Ben Jebara, Francois Tournoux, Neila Mezghani |
| 2010 | ICPR | A Computer-Aided Method for Scoliosis Fusion Level Selection by a Topologicaly Ordered Self Organizing Kohonen Network. | Neila Mezghani, Philippe Phan, Amar Mitiche, Hubert Labelle, Jacques A. de Guise |
| 2008 | ISVC | A Gibbsian Kohonen Network for Online Arabic Character Recognition. | Neila Mezghani, Amar Mitiche |
| 2004 | ICASSP | On-line character recognition using histograms of features and an associative memory. | Neila Mezghani, Amar Mitiche, Mohamed Cheriet |
| 2004 | ICIP | A new representation of character shape and its use in on-line character recognition by a self organizing map. | Neila Mezghani, Amar Mitiche, Mohamed Cheriet |
| 2003 | ICDAR | Combination of Pruned Kohonen Maps for On-line Arabic Characters Recognition. | Neila Mezghani, Mohamed Cheriet, Amar Mitiche |
| 2002 | ICFHR | On-line recognition of handwritten Arabic characters using a Kohonen neural network. | Neila Mezghani, Amar Mitiche, Mohamed Cheriet |