| Bidirectional handshaking LSTM for remaining useful life prediction A Elsheikh, S Yacout, MS Ouali Neurocomputing 323, 148-156, 2019 | 250 | 2019 |
| Optimal condition based maintenance with imperfect information and the proportional hazards model A Ghasemi, S Yacout, MS Ouali International journal of production research 45 (4), 989-1012, 2007 | 165 | 2007 |
| Evaluating the reliability function and the mean residual life for equipment with unobservable states A Ghasemi, S Yacout, MS Ouali IEEE Transactions on Reliability 59 (1), 45-54, 2009 | 136 | 2009 |
| Enforcing security in Internet of Things frameworks: A systematic literature review M Aly, F Khomh, M Haoues, A Quintero, S Yacout Internet of Things 6, 100050, 2019 | 104 | 2019 |
| Fault diagnosis in industrial chemical processes using interpretable patterns based on Logical Analysis of Data A Ragab, M El-Koujok, B Poulin, M Amazouz, S Yacout Expert Systems with Applications 95, 368-383, 2018 | 86 | 2018 |
| Fault diagnosis in power transformers using multi-class logical analysis of data MA Mortada, S Yacout, A Lakis Journal of Intelligent Manufacturing 25, 1429-1439, 2014 | 78 | 2014 |
| Design for Six Sigma through collaborative multiobjective optimization C Baril, S Yacout, B Clément Computers & Industrial Engineering 60 (1), 43-55, 2011 | 77 | 2011 |
| Diagnosis of rotor bearings using logical analysis of data MA Mortada, S Yacout, A Lakis Journal of Quality in Maintenance Engineering 17 (4), 371-397, 2011 | 75 | 2011 |
| Parameter estimation methods for condition-based maintenance with indirect observations A Ghasemi, S Yacout, MS Ouali IEEE Transactions on reliability 59 (2), 426-439, 2010 | 74 | 2010 |
| Remaining useful life prediction using prognostic methodology based on logical analysis of data and Kaplan–Meier estimation A Ragab, MS Ouali, S Yacout, H Osman Journal of Intelligent Manufacturing 27, 943-958, 2016 | 69 | 2016 |
| Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions A Ragab, S Yacout, MS Ouali, H Osman Journal of Intelligent Manufacturing 30, 255-274, 2019 | 67 | 2019 |
| Replacement models with minimal repair L Tadj, MS Ouali, S Yacout, D Ait-Kadi Springer, 2011 | 64 | 2011 |
| Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks SRA Barde, S Yacout, H Shin Journal of Intelligent Manufacturing 30, 147-161, 2019 | 55 | 2019 |
| Is Fragmentation a Threat to the Success of the Internet of Things? M Aly, F Khomh, YG Guéhéneuc, H Washizaki, S Yacout IEEE Internet of Things Journal 6 (1), 472-487, 2018 | 55 | 2018 |
| LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance A Bennane, S Yacout Journal of Intelligent Manufacturing 23, 265-275, 2012 | 52 | 2012 |
| Recent advances in the theory and practice of logical analysis of data M Lejeune, V Lozin, I Lozina, A Ragab, S Yacout European Journal of Operational Research 275 (1), 1-15, 2019 | 46 | 2019 |
| Fault detection and diagnosis for condition based maintenance using the logical analysis of data S Yacout The 40th International Conference on Computers & Indutrial Engineering, 1-6, 2010 | 45 | 2010 |
| Tool and method for fault detection of devices by condition based maintenance S Yacout, D Salamanca, MA Mortada US Patent 9,824,060, 2017 | 44 | 2017 |
| A multi-start algorithm to design a multi-class classifier for a multi-criteria ABC inventory classification problem D López-Soto, F Angel-Bello, S Yacout, A Alvarez Expert systems with Applications 81, 12-21, 2017 | 41 | 2017 |
| Ontology-based schema to support maintenance knowledge representation with a case study of a pneumatic valve V Ebrahimipour, S Yacout IEEE Transactions on Systems, Man, and Cybernetics: Systems 45 (4), 702-712, 2015 | 41 | 2015 |
