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
526 2020 Statistical fault detection in photovoltaic systems E Garoudja, F Harrou, Y Sun, K Kara, A Chouder, S Silvestre
Solar Energy 150, 485-499, 2017
283 2017 Reliable fault detection and diagnosis of photovoltaic systems based on statistical monitoring approaches F Harrou, Y Sun, B Taghezouit, A Saidi, ME Hamlati
Renewable energy 116, 22-37, 2018
204 2018 Time series modelling and forecasting of emergency department overcrowding F Kadri, F Harrou, S Chaabane, C Tahon
Journal of medical systems 38, 1-20, 2014
198 2014 Early detection of Parkinson’s disease using deep learning and machine learning W Wang, J Lee, F Harrou, Y Sun
IEEE Access 8, 147635-147646, 2020
175 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
136 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
131 2021 Reliable solar irradiance prediction using ensemble learning-based models: A comparative study J Lee, W Wang, F Harrou, Y Sun
Energy Conversion and Management 208, 112582, 2020
128 2020 Vision-based fall detection system for improving safety of elderly people F Harrou, N Zerrouki, Y Sun, A Houacine
IEEE Instrumentation & Measurement Magazine 20 (6), 49-55, 2017
119 2017 Improved principal component analysis for anomaly detection: Application to an emergency department F Harrou, F Kadri, S Chaabane, C Tahon, Y Sun
Computers & Industrial Engineering 88, 63-77, 2015
115 2015 Statistical fault detection using PCA-based GLR hypothesis testing F Harrou, MN Nounou, HN Nounou, M Madakyaru
Journal of loss prevention in the process industries 26 (1), 129-139, 2013
109 2013 Seasonal ARMA-based SPC charts for anomaly detection: Application to emergency department systems F Kadri, F Harrou, S Chaabane, Y Sun, C Tahon
Neurocomputing 173, 2102-2114, 2016
104 2016 Improved NN-Based Monitoring Schemes for Detecting Faults in PV Systems F Harrou, B Taghezouit, Y Sun
IEEE Journal of Photovoltaics 9 (3), 811-821, 2019
95 2019 PLS-based EWMA fault detection strategy for process monitoring F Harrou, MN Nounou, HN Nounou, M Madakyaru
Journal of Loss Prevention in the Process Industries 36, 108-119, 2015
92 2015 An integrated vision-based approach for efficient human fall detection in a home environment F Harrou, N Zerrouki, Y Sun, A Houacine
IEEE Access 7, 114966-114974, 2019
90 2019 Vision-based human action classification using adaptive boosting algorithm N Zerrouki, F Harrou, Y Sun, A Houacine
IEEE Sensors Journal 18 (12), 5115-5121, 2018
86 2018 Obstacle Detection for Intelligent Transportation Systems Using Deep Stacked Autoencoder and -Nearest Neighbor Scheme A Dairi, F Harrou, Y Sun, M Senouci
IEEE Sensors Journal 18 (12), 5122-5132, 2018
86 2018 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
84 2020 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
84 2018 Forecasting of photovoltaic solar power production using LSTM approach F Harrou, F Kadri, Y Sun
Advanced statistical modeling, forecasting, and fault detection in renewable …, 2020
76 2020