| 2024 | INDIN | Stacked Transformer Models for Enhanced Wind Speed Prediction in the Red Sea. | Mohamad Mazen Hittawe, Fouzi Harrou, Ying Sun, Omar M. Knio |
| 2024 | VTC | Optimizing EV Charging Recommendations Using Graph Neural Networks. | Lydia Douaidi, Sidi-Mohammed Senouci, Ins El Korbi, Fouzi Harrou |
| 2023 | VTC | Predicting Electric Vehicle Charging Stations Occupancy: A Federated Deep Learning Framework. | Lydia Douaidi, Sidi-Mohammed Senouci, Ins El Korbi, Fouzi Harrou |
| 2021 | INDIN | A deep attention-driven model to forecast solar irradiance. | Abdelkader Dairi, Fouzi Harrou, Ying Sun |
| 2021 | INDIN | Fault Detection in Solar PV Systems Using Hypothesis Testing. | Fouzi Harrou, Bilal Taghezouit, Benamar Bouyeddou, Ying Sun, Amar Hadj Arab |
| 2017 | INDIN | Adaboost-based algorithm for human action recognition. | Nabil Zerrouki, Fouzi Harrou, Ying Sun, Amrane Houacine |
| 2016 | CoDIT | Fault detection in processes represented by PLS models using an EWMA control scheme. | Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou |
| 2016 | INDIN | PLS-based memory control scheme for enhanced process monitoring. | Fouzi Harrou, Ying Sun |
| 2016 | INDIN | A simple strategy for fall events detection. | Fouzi Harrou, Nabil Zerrouki, Ying Sun, Amrane Houacine |
| 2015 | ISDA | A measurement-based technique for incipient anomaly detection. | Fouzi Harrou, Ying Sun |
| 2015 | ISDA | Enhanced monitoring of abnormal emergency department demands. | Fouzi Harrou, Ying Sun, Farid Kadri |
| 2014 | CoDIT | Univariate process monitoring using multiscale Shewhart charts. | M. Ziyan Sheriff, Fouzi Harrou, Mohamed N. Nounou |
| 2013 | CIDM | Detecting abnormal ozone levels using PCA-based GLR hypothesis testing. | Fouzi Harrou, Mohamed N. Nounou, Hazem N. Nounou |
| 2008 | ICARCV | Anomaly detection with bounded nuisance parameters and safe train navigation. | Fouzi Harrou, Lionel Fillatre, Igor V. Nikiforov |