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Afef Ben Brahim
Afef Ben Brahim
Tunis Business School
Verified email at tunis-business-school.tn - Homepage
Title
Cited by
Cited by
Year
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
1112018
A hybrid feature selection method based on instance learning and cooperative subset search
AB Brahim, M Limam
Pattern Recognition Letters 69, 28-34, 2016
602016
Robust ensemble feature selection for high dimensional data sets
AB Brahim, M Limam
High Performance Computing and Simulation (HPCS), 2013 International …, 2013
482013
Feature Selection by Rank Aggregation and Genetic Algorithms.
B Waad, AB Brahim, M Limam
KDIR/KMIS, 74-81, 2013
14*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
82020
New prior knowledge based extensions for stable feature selection
AB Brahim, M Limam
Soft Computing and Pattern Recognition (SoCPaR), 2014 6th International …, 2014
62014
Hybrid Instance Based Feature Selection Algorithms for Cancer Diagnosis
AB Brahim, M Lima
Pattern Recognition Letters, 8, 2014
62014
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
52016
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
32018
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
12017
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
12014
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
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Articles 1–16