1 code implementation • journal 2022 • Lyes Saad Saoud, Hasan Al-Marzouqi, Ramy Hussein
This study proposes a new technique using machine learning models based on the stationary wavelet transform (SWT) and transformers to forecast household power consumption in different resolutions.
1 code implementation • journal 2021 • Lyes Saad Saoud, Hasan Al-Marzouqi, Mohamed Deriche
In this paper, we propose a novel wind-speed forecasting model that combines the stationary wavelet transform with quaternion-valued neural networks.
no code implementations • 24 May 2019 • Hasan Al-Marzouqi, Yuting Hu, Ghassan AlRegib
Image retrieval is an important problem in the area of multimedia processing.