| Optimized tumor breast cancer classification using combining random subspace and static classifiers selection paradigms S Cheriguene, N Azizi, N Zemmal, N Dey, H Djellali, N Farah Applications of intelligent optimization in biology and medicine, 289-307, 2016 | 45 | 2016 |
| Particle swarm optimization based swarm intelligence for active learning improvement: Application on medical data classification N Zemmal, N Azizi, M Sellami, S Cheriguene, A Ziani, M AlDwairi, ... Cognitive Computation 12 (5), 991-1010, 2020 | 41 | 2020 |
| Recommender system through sentiment analysis A Ziani, N Azizi, D Schwab, M Aldwairi, N Chekkai, D Zenakhra, ... 2nd international conference on automatic control, telecommunications and …, 2017 | 40 | 2017 |
| A new hybrid system combining active learning and particle swarm optimisation for medical data classification N Zemmal, N Azizi, M Sellami, S Cheriguene, A Ziani International Journal of Bio-Inspired Computation 18 (1), 59-68, 2021 | 26 | 2021 |
| SMOTE–ENN-Based Data Sampling and Improved Dynamic Ensemble Selection for Imbalanced Medical Data Classification M Lamari, N Azizi, NE Hammami, A Boukhamla, S Cheriguene, ... Advances on Smart and Soft Computing, 37-49, 2021 | 23 | 2021 |
| Robust feature selection algorithm based on transductive SVM wrapper and genetic algorithm: application on computer-aided glaucoma classification N Zemmal, N Azizi, M Sellami, D Zenakhra, S Cheriguene, N Dey, ... International Journal of Intelligent Systems Technologies and Applications …, 2018 | 20 | 2018 |
| A new hybrid classifier selection model based on mRMR method and diversity measures S Cheriguene, N Azizi, N Dey, AS Ashour, A Ziani International Journal of Machine Learning and Cybernetics 10 (5), 1189-1204, 2019 | 16 | 2019 |
| New computer aided diagnosis system for glaucoma disease based on twin support vector machine S Cheriguene, N Azizi, H Djellali, O Bunakhla, M Aldwairi, A Ziani 2017 First International Conference on Embedded & Distributed Systems (EDiS …, 2017 | 11 | 2017 |
| Combining RSS-SVM with genetic algorithm for Arabic opinions analysis. A Ziani, N Azizi, D Zenakhra, S Cheriguene, M Aldwairi Int. J. Intell. Syst. Technol. Appl. 18 (1/2), 152-178, 2019 | 10 | 2019 |
| Classifier ensemble selection based on mRMR algorithm and diversity measures: an application of medical data classification S Cheriguene, N Azizi, N Dey, AS Ashour, CA Mnerie, T Olariu, F Shi International Workshop Soft Computing Applications, 375-384, 2016 | 8 | 2016 |
| Ensemble classifiers construction using diversity measures and random subspace algorithm combination: application to glaucoma diagnosis S Cheriguene, N Azizi, N Dey Medical Imaging in Clinical Applications, 131-152, 2016 | 3 | 2016 |
| Improved Cerebral Images Semantic Segmentation Using Advanced Approaches of Deep Learning A Zoghbi, M Benleulmi, S Cheriguene, N Azizi, S Lagrini, SN Layeb International Conference on Intelligent Systems and Pattern Recognition, 65-77, 2022 | | 2022 |
