| Dendogram-based SVM for multi-class classification Y Bennani, K Benabdeslem Journal of Computing and Information Technology 14 (4), 283-289, 2006 | 106 | 2006 |
| Efficient semi-supervised feature selection: constraint, relevance, and redundancy K Benabdeslem, M Hindawi IEEE transactions on knowledge and data engineering 26 (5), 1131-1143, 2013 | 90 | 2013 |
| Constrained laplacian score for semi-supervised feature selection K Benabdeslem, M Hindawi Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011 | 83 | 2011 |
| Unsupervised outlier detection for time series by entropy and dynamic time warping SE Benkabou, K Benabdeslem, B Canitia Knowledge and Information Systems 54 (2), 463-486, 2018 | 73 | 2018 |
| Soft-constrained Laplacian score for semi-supervised multi-label feature selection A Alalga, K Benabdeslem, N Taleb Knowledge and Information Systems 47 (1), 75-98, 2016 | 48 | 2016 |
| Bi-clustering continuous data with self-organizing map K Benabdeslem, K Allab Neural Computing and Applications 22, 1551-1562, 2013 | 32 | 2013 |
| Feature selection for self-organizing map K Benabdeslem, M Lebbah 2007 29th International Conference on Information Technology Interfaces, 45-50, 2007 | 25 | 2007 |
| Constraint selection-based semi-supervised feature selection M Hindawi, K Allab, K Benabdeslem 2011 IEEE 11th International Conference on Data Mining, 1080-1085, 2011 | 24 | 2011 |
| Constrained graph b-coloring based clustering approach H Elghazel, K Benabdeslem, A Dussauchoy International Conference on Data Warehousing and Knowledge Discovery, 262-271, 2007 | 22 | 2007 |
| Constraint selection for semi-supervised topological clustering K Allab, K Benabdeslem Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011 | 21 | 2011 |
| Ensemble constrained Laplacian score for efficient and robust semi-supervised feature selection K Benabdeslem, H Elghazel, M Hindawi Knowledge and information systems 49 (3), 1161-1185, 2016 | 20 | 2016 |
| Debiasing pretrained text encoders by paying attention to paying attention Y Gaci, B Benattallah, F Casati, K Benabdeslem 2022 Conference on Empirical Methods in Natural Language Processing, 9582-9602, 2022 | 16 | 2022 |
| Local anomaly detection for multivariate time series by temporal dependency based on poisson model SE Benkabou, K Benabdeslem, V Kraus, K Bourhis, B Canitia IEEE Transactions on Neural Networks and Learning Systems 33 (11), 6701-6711, 2021 | 16 | 2021 |
| Hybrid connectionist approach for knowledge discovery from web navigation patterns A Zeboulon, Y Bennani, K Benabdeslem Proceedings of ACS/IEEE International Conference on Computer Systems and …, 2003 | 15 | 2003 |
| Iterative adversarial removal of gender bias in pretrained word embeddings Y Gaci, B Benatallah, F Casati, K Benabdeslem Proceedings of the 37th ACM/SIGAPP Symposium On Applied Computing, 829-836, 2022 | 11 | 2022 |
| Local-to-global semi-supervised feature selection M Hindawi, K Benabdeslem Proceedings of the 22nd ACM international conference on Information …, 2013 | 11 | 2013 |
| sCOs: Semi-supervised co-selection by a similarity preserving approach K Benabdeslem, DEK Mansouri, R Makkhongkaew IEEE Transactions on Knowledge and Data Engineering 34 (6), 2899-2911, 2020 | 9 | 2020 |
| Data augmentation process to improve deep learning-based ner task in the automotive industry field A Keraghel, K Benabdeslem, B Canitia 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 9 | 2020 |
| Efficient semi-supervised feature selection by an ensemble approach M Hindawi, H Elghazel, K Benabdeslem Proc. Int. Workshop Complex Mach. Learn. Problems Ensemble Methods, 41-55, 2013 | 8 | 2013 |
| An incremental SOM for web navigation patterns clustering K Benabdeslem, Y Bennani 26th International Conference on Information Technology Interfaces, 2004 …, 2004 | 7 | 2004 |
