367 citations
- École Polytechnique Fédérale de LausanneCH22 papers
- ETH ZurichCH10 papers
- Centre National de la Recherche ScientifiqueFR9 papers
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- Deutsches Elektronen-Synchrotron DESYDE6 papers
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- National Institute for AstrophysicsIT5 papers
- Benemérita Universidad Autónoma de PueblaMX4 papers
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5 papers · 1 filter
SolarCrossFormer: Improving day-ahead Solar Irradiance Forecasting by Integrating Satellite Imagery and Ground Sensors
Baptiste Schubnel, Jelena Simeunović, Corentin Tissier +2
Accurate day-ahead forecasts of solar irradiance are required for the large-scale integration of solar photovoltaic (PV) systems into the power grid. However, current forecasting s…
Spatio-temporal graph neural networks for multi-site PV power forecasting
Jelena Simeunović, Baptiste Schubnel, Pierre-Jean Alet +1
Accurate forecasting of solar power generation with fine temporal and spatial resolution is vital for the operation of the power grid. However, state-of-the-art approaches that com…
Cardiac Arrhythmia Detection from ECG with Convolutional Recurrent Neural Networks
Jérôme Van Zaen, Ricard Delgado-Gonzalo, Damien Ferrario Mathieu Lemay
Except for a few specific types, cardiac arrhythmias are not immediately life-threatening. However, if not treated appropriately, they can cause serious complications. In particula…
Unsupervised algorithm for disaggregating low-sampling-rate electricity consumption of households
Jordan Holweger, Marina Dorokhova, Lionel Bloch +2
Non-intrusive load monitoring (NILM) has been extensively researched over the last decade. The objective of NILM is to identify the power consumption of individual appliances and t…
Embedded Deep Learning for Sleep Staging
Engin Türetken, Jérôme Van Zaen, Ricard Delgado-Gonzalo
The rapidly-advancing technology of deep learning (DL) into the world of the Internet of Things (IoT) has not fully entered in the fields of m-Health yet. Among the main reasons ar…