no code implementations • 16 Jan 2023 • Juan Francisco Robles, Manuel Chica, Ramón Filgueira, Antonio Agüera, Sergio Damas
Calibration is a crucial step for the validation of computational models and a challenging task to accomplish.
2 code implementations • 7 Jun 2022 • Ignacio Aguilera-Martos, Ángel M. García-Vico, Julián Luengo, Sergio Damas, Francisco J. Melero, José Javier Valle-Alonso, Francisco Herrera
The combination of convolutional and recurrent neural networks is a promising framework that allows the extraction of high-quality spatio-temporal features together with its temporal dependencies, which is key for time series prediction problems such as forecasting, classification or anomaly detection, amongst others.