| Deep learning methods for forecasting COVID-19 time-Series data: A Comparative study A Zeroual, F Harrou, A Dairi, Y Sun Chaos, solitons & fractals 140, 110121, 2020 | 538 | 2020 |
| An unsupervised monitoring procedure for detecting anomalies in photovoltaic systems using a one-class support vector machine F Harrou, A Dairi, B Taghezouit, Y Sun Solar Energy 179, 48-58, 2019 | 142 | 2019 |
| Comparative study of machine learning methods for COVID-19 transmission forecasting A Dairi, F Harrou, A Zeroual, MM Hittawe, Y Sun Journal of biomedical informatics 118, 103791, 2021 | 141 | 2021 |
| Short-term forecasting of photovoltaic solar power production using variational auto-encoder driven deep learning approach A Dairi, F Harrou, Y Sun, S Khadraoui Applied Sciences 10 (23), 8400, 2020 | 89 | 2020 |
| Obstacle Detection for Intelligent Transportation Systems Using Deep Stacked Autoencoder and k-Nearest Neighbor Scheme A Dairi, F Harrou, Y Sun, M Senouci IEEE Sensors Journal, 2018 | 88 | 2018 |
| Unsupervised obstacle detection in driving environments using deep-learning-based stereovision A Dairi, F Harrou, M Senouci, Y Sun Robotics and Autonomous Systems 100, 287-301, 2018 | 88 | 2018 |
| Statistical Process Monitoring Using Advanced Data-Driven and Deep Learning Approaches: Theory and Practical Applications F Harrou, Y Sun, AS Hering, M Madakyaru, A Dairi Elsevier, 2020 | 82 | 2020 |
| Statistical monitoring of a wastewater treatment plant: A case study F Harrou, A Dairi, Y Sun, M Senouci Journal of environmental management 223, 807-814, 2018 | 72 | 2018 |
| Integrated multiple directed attention-based deep learning for improved air pollution forecasting A Dairi, F Harrou, S Khadraoui, Y Sun IEEE Transactions on Instrumentation and Measurement 70, 1-15, 2021 | 68 | 2021 |
| Deep learning approach for sustainable WWTP operation: A case study on data-driven influent conditions monitoring A Dairi, T Cheng, F Harrou, Y Sun, TO Leiknes Sustainable Cities and Society 50, 101670, 2019 | 62 | 2019 |
| Detecting abnormal ozone measurements with a deep learning-based strategy FK Fouzi Harrou , Abdelkader Dairi , Ying Sun IEEE Sensors Journal, 2018 | 54 | 2018 |
| Forecasting emergency department overcrowding: A deep learning framework F Harrou, A Dairi, F Kadri, Y Sun Chaos, Solitons & Fractals 139, 110247, 2020 | 53 | 2020 |
| Monitoring influent conditions of wastewater treatment plants by nonlinear data-based techniques T Cheng, A Dairi, F Harrou, Y Sun, T Leiknes IEEE Access 7, 108827-108837, 2019 | 37 | 2019 |
| Desertification detection using an improved variational autoencoder-based approach through ETM-landsat satellite data Y Zerrouki, F Harrou, N Zerrouki, A Dairi, Y Sun IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 32 | 2020 |
| Towards accurate prediction of patient length of stay at emergency department: a GAN-driven deep learning framework F Kadri, A Dairi, F Harrou, Y Sun Journal of Ambient Intelligence and Humanized Computing 14 (9), 11481-11495, 2023 | 28 | 2023 |
| Deep generative learning-based 1-SVM detectors for unsupervised COVID-19 infection detection using blood tests A Dairi, F Harrou, Y Sun IEEE Transactions on Instrumentation and Measurement 71, 1-11, 2021 | 25 | 2021 |
| Semi-supervised deep learning-driven anomaly detection schemes for cyber-attack detection in smart grids A Dairi, F Harrou, B Bouyeddou, SM Senouci, Y Sun Power systems cybersecurity: Methods, concepts, and best practices, 265-295, 2023 | 20 | 2023 |
| Energy consumption prediction in water treatment plants using deep learning with data augmentation F Harrou, A Dairi, A Dorbane, Y Sun Results in Engineering 20, 101428, 2023 | 15 | 2023 |
| Effective forecasting of key features in hospital emergency department: Hybrid deep learning-driven methods F Harrou, A Dairi, F Kadri, Y Sun Machine Learning with Applications 7, 100200, 2022 | 15 | 2022 |
| Ensemble learning techniques-based monitoring charts for fault detection in photovoltaic systems F Harrou, B Taghezouit, S Khadraoui, A Dairi, Y Sun, A Hadj Arab Energies 15 (18), 6716, 2022 | 14 | 2022 |
