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Dr. Fouzi Harrou
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Cited by
Year
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
2982020
Statistical fault detection in photovoltaic systems
E Garoudja, F Harrou, Y Sun, K Kara, A Chouder, S Silvestre
Solar Energy 150, 485-499, 2017
2272017
Time series modelling and forecasting of emergency department overcrowding
F Kadri, F Harrou, S Chaabane, C Tahon
Journal of medical systems 38 (9), 1-20, 2014
1632014
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
1502018
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
992015
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
972013
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
882017
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
832019
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
802016
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
722015
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
692020
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
692018
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
682020
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
632018
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
592019
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
542019
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
512021
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
492018
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
492018
Monitoring linear antenna arrays using an exponentially weighted moving average-based fault detection scheme
F Harrou, MN Nounou
Systems Science & Control Engineering: An Open Access Journal 2 (1), 433-443, 2014
452014
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Articles 1–20