| 2024 | ISPR | GAN-Enhanced Deep Learning Approach for Forecasting the Potentially Toxic Cyanobacteria in Dams. | Nour Djihane Amara, Nadjette Dendani, Amira Berrezzek, Hana Khemissa, Amel Saoudi, Nabiha Azizi |
| 2024 | ISPR | Ensemble Methods for Predicting Cyanobacteria's Potential Toxicity in Water Dams. | Amira Berrezzek, Nadjette Dendani, Nour Djihane Amara, Nabiha Azizi, Amel Saoudi |
| 2024 | ISPR | Comparative Study Using Ensemble Methods and Sampling Techniques for Imbalanced Diabetes Data. | Hana Khemisa, Nadjette Dendani, Yasmine Khedimi, Nour Djihane Amara, Nabiha Azizi |
| 2022 | ISPR | Improved Cerebral Images Semantic Segmentation Using Advanced Approaches of Deep Learning. | Abderraouf Zoghbi, Maroua Benleulmi, Soraya Cheriguene, Nabiha Azizi, Samira Lagrini, S. Nadine Layeb |
| 2020 | ISDA | "One vs All" Classifier Analysis for Multi-label Movie Genre Classification Using Document Embedding. | Sonia Guehria, Habiba Belleili, Nabiha Azizi, Samir Brahim Belhaouari |
| 2016 | SOFA | Classifier Ensemble Selection Based on mRMR Algorithm and Diversity Measures: An Application of Medical Data Classification. | Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Corina Anca Mnerie, Teodora Olariu, Fuqian Shi |
| 2012 | ICANN | New Dynamic Classifiers Selection Approach for Handwritten Recognition. | Nabiha Azizi, Nadir Farah, Abdel Ennaji |