Ensemble feature selection for high dimensional data: a new method and a comparative study AB Brahim, M Limam Advances in Data Analysis and Classification 12 (4), 937-952, 2018 | 122 | 2018 |
A hybrid feature selection method based on instance learning and cooperative subset search AB Brahim, M Limam Pattern Recognition Letters 69, 28-34, 2016 | 62 | 2016 |
Robust ensemble feature selection for high dimensional data sets AB Brahim, M Limam High Performance Computing and Simulation (HPCS), 2013 International …, 2013 | 48 | 2013 |
Feature Selection by Rank Aggregation and Genetic Algorithms. B Waad, AB Brahim, M Limam KDIR/KMIS, 74-81, 2013 | 15* | 2013 |
Stable feature selection based on instance learning, redundancy elimination and efficient subsets fusion A Ben Brahim Neural Computing and Applications 33, 1221–1232, 2020 | 7 | 2020 |
A Hybrid Embedded-Filter Method for Improving Feature Selection Stability of Random Forests W Jerbi, AB Brahim, N Essoussi International Conference on Hybrid Intelligent Systems, 370-379, 2016 | 6 | 2016 |
New prior knowledge based extensions for stable feature selection AB Brahim, M Limam Soft Computing and Pattern Recognition (SoCPaR), 2014 6th International …, 2014 | 6 | 2014 |
Hybrid Instance Based Feature Selection Algorithms for Cancer Diagnosis AB Brahim, M Lima Pattern Recognition Letters, 8, 2014 | 6 | 2014 |
A New Way of Handling Missing Data in Multi-source Classification Based on Adaptive Imputation I Abdelkhalek, AB Brahim, N Essousi International Conference on Model and Data Engineering, 125-136, 2018 | 4 | 2018 |
Semi supervised relevance learning for feature selection on high dimensional data AB Brahim, A Kalousis Computer Systems and Applications (AICCSA), 2017 IEEE/ACS 14th International …, 2017 | 1 | 2017 |
A stable instance based filter for feature selection in small sample size data sets AB Brahim, M Limam International Conference on Advanced Data Mining and Applications, 334-344, 2014 | 1 | 2014 |
Robust Ensemble Based Algorithms For Multi-Source Data Classification AB Brahim, R Khanchel, M Limam | 1* | |
Sequential Instance Based Feature Subset Selection for High Dimensional Data AB Brahim, M Limam International Conference on Mining Intelligence and Knowledge Exploration, 37-46, 2015 | | 2015 |
Combining feature selection and data classification using ensemble approaches: application to cancer diagnosis and credit scoring BB Afef, B Waad, L Mohamed, ISG LARODEC | | 2014 |
Feature selection aggregation versus classifiers aggregation for several data dimensionalities A Ben Brahim, W Bouaguel, M Limam Proceedings of the International Conference on Control, Engineering …, 2013 | | 2013 |
Solving data fusion problems using robust classifiers combination AB Brahim, R Khanchel, M Limam Soft Computing and Pattern Recognition (SoCPaR), 2010 International …, 2010 | | 2010 |