Functional boxplots Y Sun, MG Genton
Journal of computational and graphical statistics 20 (2), 316-334, 2011
671 2011 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
601 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
319 2017 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
288 2020 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
228 2018 Geostatistics for large datasets Y Sun, B Li, MG Genton
Advances and challenges in space-time modelling of natural events, 55-77, 2012
204 2012 A valid Matérn class of cross-covariance functions for multivariate random fields with any number of components TV Apanasovich, MG Genton, Y Sun
Journal of the American Statistical Association 107 (497), 180-193, 2012
169 2012 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
164 2021 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
163 2019 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
154 2020 Gaussian Processes for Short-Term Traffic Volume Forecasting Y Xie, K Zhao, Y Sun, D Chen
Transportation Research Record: Journal of the Transportation Research Board …, 2010
136 2010 The development and adoption of online learning in pre-and post-COVID-19: Combination of technological system evolution theory and unified theory of acceptance and use of … P Qiao, X Zhu, Y Guo, Y Sun, C Qin
Journal of Risk and Financial Management 14 (4), 162, 2021
134 2021 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
133 2017 Adjusted functional boxplots for spatio‐temporal data visualization and outlier detection Y Sun, MG Genton
Environmetrics 23 (1), 54-64, 2012
126 2012 A survey of spatial extremes: Measuring spatial dependence and modeling spatial effects D Cooley, J Cisewski, RJ Erhardt, S Jeon, E Mannshardt, BO Omolo, ...
REVSTAT-Statistical Journal 10 (1), 135-165, 2012
124 2012 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
123 2015 Improved F Harrou, B Taghezouit, Y Sun
IEEE Journal of Photovoltaics 9 (3), 811-821, 2019
117 2019 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
117 2016 Efficient wind power prediction using machine learning methods: A comparative study A Alkesaiberi, F Harrou, Y Sun
Energies 15 (7), 2327, 2022
114 2022 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
113 2020 
Dr. Fouzi Harrou (Top 2% World Scien...IEEE Senior MemberZweryfikowany adres z ieee.org
