Search Results for author: Hasan Al-Marzouqi

Found 3 papers, 2 papers with code

Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers

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.

Wind speed forecasting using the stationary wavelet transform and quaternion adaptivegradient methods

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.

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