Abdelkader Dairi

Deep learning methods for forecasting COVID-19 time-Series data: A Comparative study

Abdelhafid Zeroual, Fouzi Harrou, Abdelkader Dairi et al. · Chaos Solitons & Fractals · 2020 · 489 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +10

Comparative study of machine learning methods for COVID-19 transmission forecasting

Abdelkader Dairi, Fouzi Harrou, Abdelhafid Zeroual et al. · Journal of Biomedical Informatics · 2021 · 165 citations · Full text

Forecasting Methodology, Probabilistic Forecasting, Engineering +9

An unsupervised monitoring procedure for detecting anomalies in photovoltaic systems using a one-class Support Vector Machine

Fouzi Harrou, Abdelkader Dairi, Bilal Taghezouit et al. · Solar Energy · 2018 · 142 citations

Unsupervised Monitoring Procedure, Electrical Engineering, Support Vector Machine +14

Short-Term Forecasting of Photovoltaic Solar Power Production Using Variational Auto-Encoder Driven Deep Learning Approach

Abdelkader Dairi, Fouzi Harrou, Ying Sun et al. · Applied Sciences · 2020 · 126 citations · Full text

Engineering, Machine Learning, Autoencoders +20

Integrated Multiple Directed Attention-Based Deep Learning for Improved Air Pollution Forecasting

Abdelkader Dairi, Fouzi Harrou, Sofiane Khadraoui et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 98 citations

Pollution Detection, Environmental Monitoring, Machine Learning +12