Browsing College of Engineering by Subject "Machine and deep learning models"

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Modeling and forecasting electricity consumption amid the COVID-19 pandemic: Machine learning vs. nonlinear econometric time series models

Lanouar, Charfeddine; Zaidan, Esmat; Alban, Ahmad Qadeib; Bennasr, Hamdi; Abulibdeh, Ammar ( Elsevier , 2023 , Article)
Accurately modeling and forecasting electricity consumption remains a challenging task due to the large number of the statistical properties that characterize this time series such as seasonality, trend, sudden changes, ...