Search Results for author: Ismail Alaoui Abdellaoui

Found 4 papers, 4 papers with code

Symbolic regression for scientific discovery: an application to wind speed forecasting

1 code implementation21 Feb 2021 Ismail Alaoui Abdellaoui, Siamak Mehrkanoon

Symbolic regression corresponds to an ensemble of techniques that allow to uncover an analytical equation from data.

Feature Engineering regression +1

Deep multi-stations weather forecasting: explainable recurrent convolutional neural networks

2 code implementations23 Sep 2020 Ismail Alaoui Abdellaoui, Siamak Mehrkanoon

Deep learning applied to weather forecasting has started gaining popularity because of the progress achieved by data-driven models.

Deep Attention Weather Forecasting

Deep brain state classification of MEG data

2 code implementations2 Jul 2020 Ismail Alaoui Abdellaoui, Jesus Garcia Fernandez, Caner Sahinli, Siamak Mehrkanoon

The experimental results of cross subject multi-class classification on the studied MEG dataset show that the inclusion of attention improves the generalization of the models across subjects.

Brain Decoding Classification +3

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