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A Graph Neural Network with Spatio-temporal Attention for Multi-sources Time Series Data: An application to Frost Forecast

Hernan Lira , Luis Martí , Nayat Sanchez-Pi
Sensors, 2022, 22 (4), pp.1486. ⟨10.3390/s22041486⟩
Journal articles hal-03541565v2
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Searching for changing-state AGNs in massive datasets -- I: applying deep learning and anomaly detection techniques to find AGNs with anomalous variability behaviours

P. Sánchez-Sáez , Hernan Lira , Luis Martí , Nayat Sanchez-Pi , J. Arredondo et al.
The Astronomical Journal, 2021, 162 (5), ⟨10.3847/1538-3881/ac1426⟩
Journal articles hal-03294849v1
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Frost forecasting model using graph neural networks with spatio-temporal attention

Hernan Lira , Luis Martí , Nayat Sanchez-Pi
AI: Modeling Oceans and Climate Change Workshop at ICLR 2021, Nayat Sanchez-Pi; Luis Martí, May 2021, Santiago, Chile
Conference papers hal-03259658v1