We extend neural basis expansion analysis (NBEATS) to incorporate exogenous factors. The resulting method, called NBEATSx, improves on a well-performing deep ...
Apr 12, 2021 · To showcase the utility of the NBEATSx model, we conduct a comprehensive study of its application to electricity price forecasting (EPF) tasks ...
Neural basis expansion analysis with exogenous variables - IDEAS/RePEc
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To showcase the utility of the NBEATSx model, we conduct a comprehensive study of its application to electricity price forecasting tasks across a broad range of ...
Sep 24, 2024 · To showcase the utility of the NBEATSx model, we conduct a comprehensive study of its application to electricity price forecasting tasks across ...
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx · Figures and Tables · Topics · 88 Citations · 101 References ...
We extend the NBEATS model to incorporate exogenous factors. The resulting method, called NBEATSx, improves on a well performing deep learning model.
The Neural Basis Expansion Analysis with Exogenous ( NBEATSx ), incorporates projections to exogenous temporal variables available at the time of the prediction ...
To showcase the utility of the NBEATSx model, we conduct a comprehensive study of its application to electricity price forecasting (EPF) tasks across a broad ...
The resulting method, called NBEATSx, improves on a well performing deep learning model, extending its capabilities by including exogenous variables and ...
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx. https://doi.org/10.1016/j.ijforecast.2022.03.001 ·.