Advanced Statistical Modeling, Forecasting, and Fault Detection in Renewable Energy Systems von Fouzi Harrou, Ying Sun

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A proficient approach to forecast COVID-19 spread via optimized dynamic machine learning models von Alali, Yasminah, Harrou, Fouzi, Sun, Ying

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Deep learning methods for forecasting COVID-19 time-Series data: A Comparative study von Zeroual, Abdelhafid, Harrou, Fouzi, Dairi, Abdelkader, Sun, Ying

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Early Detection of Parkinson's Disease Using Deep Learning and Machine Learning von Wang, Wu, Lee, Junho, Harrou, Fouzi, Sun, Ying

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Efficient Wind Power Prediction Using Machine Learning Methods: A Comparative Study von Alkesaiberi, Abdulelah, Harrou, Fouzi, Sun, Ying

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Wind power prediction using bootstrap aggregating trees approach to enabling sustainable wind power integration in a smart grid von Harrou, Fouzi, Saidi, Ahmed, Sun, Ying

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Statistical monitoring of a wastewater treatment plant: A case study von Harrou, Fouzi, Dairi, Abdelkader, Sun, Ying, Senouci, Mohamed

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Short-Term Forecasting of Photovoltaic Solar Power Production Using Variational Auto-Encoder Driven Deep Learning Approach von Dairi, Abdelkader, Harrou, Fouzi, Sun, Ying, Khadraoui, Sofiane

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Reliable solar irradiance prediction using ensemble learning-based models: A comparative study von Lee, Junho, Wang, Wu, Harrou, Fouzi, Sun, Ying

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Traffic congestion monitoring using an improved kNN strategy von Harrou, Fouzi, Zeroual, Abdelhafid, Sun, Ying

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Robust and flexible strategy for fault detection in grid-connected photovoltaic systems von Harrou, Fouzi, Taghezouit, Bilal, Sun, Ying

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Deep Generative Learning-Based 1-SVM Detectors for Unsupervised COVID-19 Infection Detection Using Blood Tests von Dairi, Abdelkader, Harrou, Fouzi, Sun, Ying

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An unsupervised monitoring procedure for detecting anomalies in photovoltaic systems using a one-class Support Vector Machine von Harrou, Fouzi, Dairi, Abdelkader, Taghezouit, Bilal, Sun, Ying

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Improved kNN-Based Monitoring Schemes for Detecting Faults in PV Systems von Harrou, Fouzi, Taghezouit, Bilal, Sun, Ying

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Forecasting of Wastewater Treatment Plant Key Features Using Deep Learning-Based Models: A Case Study von Cheng, Tuoyuan, Harrou, Fouzi, Kadri, Farid, Sun, Ying, Leiknes, Torove

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Integrated Multiple Directed Attention-Based Deep Learning for Improved Air Pollution Forecasting von Dairi, Abdelkader, Harrou, Fouzi, Khadraoui, Sofiane, Sun, Ying

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Wind Power Prediction Using Ensemble Learning-Based Models von Lee, Junho, Wang, Wu, Harrou, Fouzi, Sun, Ying

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Statistical fault detection in photovoltaic systems von Garoudja, Elyes, Harrou, Fouzi, Sun, Ying, Kara, Kamel, Chouder, Aissa, Silvestre, Santiago

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Obstacle Detection for Intelligent Transportation Systems Using Deep Stacked Autoencoder and k -Nearest Neighbor Scheme von Dairi, Abdelkader, Harrou, Fouzi, Ying Sun, Senouci, Mohamed

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Vision-Based Human Action Classification Using Adaptive Boosting Algorithm von Zerrouki, Nabil, Harrou, Fouzi, Ying Sun, Houacine, Amrane

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