| Statistical comparisons of the top 10 algorithms in data mining for classification task N Settouti, M El Amine Bechar, M Amine Chikh International Journal of Interactive Multimedia and Artificial Intelligence …, 2016 | 111 | 2016 |
| Semi-supervised superpixel classification for medical images segmentation: application to detection of glaucoma disease MEA Bechar, N Settouti, V Barra, MA Chikh Multidimensional Systems and Signal Processing 29, 979-998, 2018 | 53 | 2018 |
| Instances selection algorithm by ensemble margin M Saidi, MEA Bechar, N Settouti, MA Chikh Journal of Experimental & Theoretical Artificial Intelligence 30 (3), 457-478, 2018 | 26 | 2018 |
| A new correlation-based approach for ensemble selection in random forests M El Habib Daho, N Settouti, MEA Bechar, A Boublenza, MA Chikh International Journal of Intelligent Computing and Cybernetics 14 (2), 251-268, 2021 | 9 | 2021 |
| An optimised pixel-based classification approach for automatic white blood cells segmentation N Settouti, MEA Bechar, MEH Daho, MA Chikh International Journal of Biomedical Engineering and Technology 32 (2), 144-160, 2020 | 9 | 2020 |
| Influence of normalization and color features on super-pixel classification: application to cytological image segmentation MEA Bechar, N Settouti, MEH Daho, M Adel, MA Chikh Australasian physical & engineering sciences in medicine 42, 427-441, 2019 | 9 | 2019 |
| An instance and variable selection approach in pixel-based classification for automatic white blood cells segmentation N Settouti, M Saidi, MEA Bechar, M El Habib Daho, MA Chikh Pattern Analysis and Applications 23, 1709-1726, 2020 | 8 | 2020 |
| Application of pixel selection in pixel-based classification for automatic white blood cell segmentation M Saidi, M El Amine Bechar, N Settouti, MA Chikh Proceedings of the Mediterranean Conference on Pattern Recognition and …, 2016 | 8 | 2016 |
| Comparaison of Ensemble Cost Sensitive Algorithms: Application to Credit Scoring Prediction. M Saidi, MEH Daho, N Settouti, MEA Bechar ICAASE, 56-61, 2018 | 5 | 2018 |
| Highly performing automatic detection of structural chromosomal abnormalities using siamese architecture MEA Bechar, JM Guyader, M El Bouz, N Douet-Guilbert, A Al Falou, ... Journal of Molecular Biology 435 (8), 168045, 2023 | 3 | 2023 |
| Semi-supervised learning with collaborative bagged multi-label K-nearest-neighbors N Settouti, K Douibi, MEA Bechar, MEH Daho, M Saidi Open Computer Science 9 (1), 226-242, 2019 | 3 | 2019 |
| Reinforced confidence in self-training for a semi-supervised medical data classification MEA Bechar, N Settouti, MA Chikh, M Adel International Journal of Applied Pattern Recognition 4 (2), 107-127, 2017 | 3 | 2017 |
| Deep Learning vs. Super Pixel Classification for Breast Masses Segmentation MEA Bechar, N Settouti, I Domingues Deep Learning for Biomedical Applications, 121-156, 2021 | 2 | 2021 |
| Semi-supervised Super-pixels classification for White Blood Cells segmentation MEA Bechar, N Settouti, MEH Daho, MA CHIKH 2018 3rd International Conference on Pattern Analysis and Intelligent …, 2018 | 2 | 2018 |
| Semi-automated method for the glaucoma monitoring N Settouti, M El Habib Daho, MEA Bechar, MA Lazouni, MA Chikh Advances in Soft Computing and Machine Learning in Image Processing, 227-246, 2018 | 2 | 2018 |
| Ensemble margin resampling approach for a cost sensitive credit scoring problem M Saidi, N Settouti, MEH Daho, MEA Bechar International Journal of Computational Economics and Econometrics 11 (4 …, 2021 | 1 | 2021 |
| Automatic detection of a structural chromosomal abnormality: the del (5q) deletion MEA Bechar, JM Guyader, M El Bouz, N Douet-Guilbert, A Al Falou, ... Pattern Recognition and Tracking XXXIV 12527, 178-182, 2023 | | 2023 |
| Contribution of hyperspectral imaging in interventional environment: application to orthopedic surgery NA Saab, M Al Hayek, C Baskiotis, N Settouti, O Assainova, MEA Bechar, ... Algorithms, Technologies, and Applications for Multispectral and …, 2023 | | 2023 |
| 7 Deep Learning vs. Super MEA Bechar, N Settouti, I Domingues Deep Learning for Biomedical Applications, 121, 2021 | | 2021 |
| Modele intelligent basé sur la corrélation pour le diagnostic de la Leucémie MELH DAHO, N SETTOUTI, MEA BECHAR, M SAIDI 9 ème édition du colloque Tendances dans les Applications Mathématiques en …, 2019 | | 2019 |
