| Reduced kernel random forest technique for fault detection and classification in grid-tied PV systems K Dhibi, R Fezai, M Mansouri, M Trabelsi, A Kouadri, K Bouzara, ... IEEE Journal of Photovoltaics 10 (6), 1864-1871, 2020 | 95 | 2020 |
| Effective random forest-based fault detection and diagnosis for wind energy conversion systems R Fezai, K Dhibi, M Mansouri, M Trabelsi, M Hajji, K Bouzrara, H Nounou, ... IEEE Sensors Journal 21 (5), 6914-6921, 2020 | 61 | 2020 |
| Decomposition of an ARX model on Laguerre orthonormal bases K Bouzrara, T Garna, J Ragot, H Messaoud ISA transactions 51 (6), 848-860, 2012 | 49 | 2012 |
| An enhanced ensemble learning-based fault detection and diagnosis for grid-connected PV systems K Dhibi, M Mansouri, K Bouzrara, H Nounou, M Nounou IEEE Access 9, 155622-155633, 2021 | 47 | 2021 |
| An improved machine learning technique based on downsized KPCA for Alzheimer's disease classification S Neffati, K Ben Abdellafou, I Jaffel, O Taouali, K Bouzrara International Journal of Imaging Systems and Technology 29 (2), 121-131, 2019 | 41 | 2019 |
| Online identification of the ARX model expansion on Laguerre orthonormal bases with filters on model input and output K Bouzrara, T Garna, J Ragot, H Messaoud International Journal of control 86 (3), 369-385, 2013 | 40 | 2013 |
| Interval-valued reduced RNN for fault detection and diagnosis for wind energy conversion systems M Mansouri, K Dhibi, M Hajji, K Bouzara, H Nounou, M Nounou IEEE Sensors Journal 22 (13), 13581-13588, 2022 | 39 | 2022 |
| Genetic-algorithm-based neural network for fault detection and diagnosis: Application to grid-connected photovoltaic systems A Hichri, M Hajji, M Mansouri, K Abodayeh, K Bouzrara, H Nounou, ... Sustainability 14 (17), 10518, 2022 | 35 | 2022 |
| A hybrid approach for process monitoring: Improving data-driven methodologies with dataset size reduction and interval-valued representation K Dhibi, R Fezai, M Mansouri, A Kouadri, MF Harkat, K Bouzara, ... IEEE Sensors Journal 20 (17), 10228-10239, 2020 | 35 | 2020 |
| A hybrid fault detection and diagnosis of grid-tied pv systems: Enhanced random forest classifier using data reduction and interval-valued representation K Dhibi, R Fezai, M Mansouri, M Trabelsi, K Bouzrara, H Nounou, ... Ieee Access 9, 64267-64277, 2021 | 28 | 2021 |
| Reduced neural network based ensemble approach for fault detection and diagnosis of wind energy converter systems K Dhibi, M Mansouri, K Bouzrara, H Nounou, M Nounou Renewable Energy 194, 778-787, 2022 | 27 | 2022 |
| Non-linear predictive controller for uncertain process modelled by GOBF-Volterra models K Bouzrara, A Mbarek, T Garna International Journal of Modelling, Identification and Control 19 (4), 2013 | 27 | 2013 |
| Non‐linear system modelling based on NARX model expansion on Laguerre orthonormal bases I Benabdelwahed, A Mbarek, K Bouzrara, T Garna IET Signal Processing 12 (2), 228-241, 2018 | 22 | 2018 |
| Laguerre-based modelling and predictive control of multi-input multi-output systems applied to a communicating two-tank system (CTTS) A Mbarek, K Bouzrara, T Garna, J Ragot, H Messaoud Transactions of the Institute of Measurement and Control 39 (5), 611-624, 2017 | 22 | 2017 |
| Enhanced SVM–KPCA method for brain MR image classification S Neffati, K Ben Abdellafou, O Taouali, K Bouzrara The Computer Journal 63 (3), 383-394, 2020 | 21 | 2020 |
| Decomposition of an ARX model on orthonormal Laguerre bases K Bouzrara, T Garna, J Ragot, H Messaoud ISA Transactions 51 (6), 848-860, 2012 | 21 | 2012 |
| A novel fault diagnosis of uncertain systems based on interval gaussian process regression: Application to wind energy conversion systems M Mansouri, R Fezai, M Trabelsi, M Hajji, MF Harkat, H Nounou, ... IEEE Access 8, 219672-219679, 2020 | 20 | 2020 |
| Nonlinear system modeling based on bilinear Laguerre orthonormal bases T Garna, K Bouzrara, J Ragot, H Messaoud ISA transactions 52 (3), 301-317, 2013 | 20 | 2013 |
| Optimal expansions of discrete-time bilinear models using Laguerre functions T Garna, K Bouzrara, J Ragot, H Messaoud IMA Journal of Mathematical Control and Information 31, 313-343, 2014 | 19 | 2014 |
| A new Bio-CAD system based on the optimized KPCA for relevant feature selection S Neffati, K Ben Abdellafou, O Taouali, K Bouzrara The International Journal of Advanced Manufacturing Technology 102, 1023-1034, 2019 | 18 | 2019 |
