11 citations · 24 across the 4 of their papers we have counts for
4 papers
Symbolic regression for scientific discovery: an application to wind speed forecasting
Ismail Alaoui Abdellaoui, Siamak Mehrkanoon
Symbolic regression corresponds to an ensemble of techniques that allow to uncover an analytical equation from data. Through a closed form formula, these techniques provide great a…
Deep coastal sea elements forecasting using U-Net based models
Jesús García Fernández, Ismail Alaoui Abdellaoui, Siamak Mehrkanoon
The supply and demand of energy is influenced by meteorological conditions. The relevance of accurate weather forecasts increases as the demand for renewable energy sources increas…
Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks
Ismail Alaoui Abdellaoui, Siamak Mehrkanoon
Deep learning applied to weather forecasting has started gaining popularity because of the progress achieved by data-driven models. The present paper compares two different deep le…
Deep brain state classification of MEG data
Ismail Alaoui Abdellaoui, Jesus Garcia Fernandez, Caner Sahinli +1
Neuroimaging techniques have shown to be useful when studying the brain's activity. This paper uses Magnetoencephalography (MEG) data, provided by the Human Connectome Project (HCP…