| 2024 | CoDIT | MOSFET Remaining Useful Life Prediction Using Long Short-Term Memory Artificial Neural Network. | Sahbi Wannes, Jaouher Ben Ali, Tarek Berghout, Mohamed Benbouzid |
| 2024 | IECON | AI-driven Degradation Analysis of Oscillating Water Column Turbines under Uncertainty. | Tarek Berghout, Mohamed Benbouzid |
| 2024 | IECON | Improving Data Quality for Prognostic Learning Systems Considering Complex Degradation Patterns. | Tarek Berghout, Yassine Amirat, Demba Diallo, Wei Hong Lim, Mohamed Benbouzid |
| 2024 | IECON | Exploratory Data Analysis and Recurrent Expansion for Power Systems Cybersecurity Forensics. | Tarek Berghout, Wei Hong Lim, Yassine Amirat, Fatima Benbouzid-Si Tayeb, Mohamed Benbouzid |
| 2023 | IECON | Enhancing Wind Turbine Reliability through Proactive High Speed Bearing Prognosis Based on Adaptive Threshold and Gated Recurrent Unit Networks. | Harsh S. Dhiman, Dev Bhanushali, Chun-Lien Su, Tarek Berghout, Yassine Amirat, Mohamed Benbouzid |
| 2023 | IECON | Biofouling Detection and Extent Classification in Tidal Stream Turbines via a Soft Voting Ensemble Transfer Learning Approach. | Haroon Rashid, Mohamed Benbouzid, Yassine Amirat, Tarek Berghout, Hosna Titah-Benbouzid, Abdeslam Mamoune |
| 2023 | IECON | Mapping a Machine Learning Path Forward for Tidal Stream Turbines Biofouling Detection and Estimation. | Haroon Rashid, Mohamed Benbouzid, Hosna Titah-Benbouzid, Yassine Amirat, Tarek Berghout, Abdeslam Mamoune |
| 2022 | IECON | Improving Small-scale Machine Learning with Recurrent Expansion for Fuel Cells Time Series Prognosis. | Tarek Berghout, Mohamed Benbouzid, Yassine Amirat |
| 2022 | IECON | Deep Learning with Recurrent Expansion for Electricity Theft Detection in Smart Grids. | Tarek Berghout, Mohamed Benbouzid, Mohamed Amine Ferrag |
| 2021 | IECON | Sequence-To-Sequence Health Index Estimation of Rolling Bearings with Long-Short Term Memory and Transfer Learning. | Tarek Berghout, Mohamed Benbouzid, Leila Hayet Mouss |
| 2021 | IECON | Machine Learning for Photovoltaic Systems Condition Monitoring: A Review. | Tarek Berghout, Mohamed Benbouzid, Xiandong Ma, Sinisa Djurovic, Leila Hayet Mouss |