7 hasil
Menampilkan 1–7 · 0,12 detik · RSS
International Journal of Forecasting
Scopus
ISSN 0169-2070 · Elsevier BV · 7 artikel di indeks
-
Artikel Jurnal Teks lengkap
Forecasting: theory and practice
Forecasting has always been at the forefront of decision making and planning. The uncertainty that surrounds the future is both exciting and challenging, with individuals and organisations seeking to minimise risks and maximise utilities. The large number of forecasting applications calls for a…
-
Artikel Jurnal Teks lengkap
M5 accuracy competition: Results, findings, and conclusions
In this study, we present the results of the M5 “Accuracy” competition, which was the first of two parallel challenges in the latest M competition with the aim of advancing the theory and practice of forecasting. The main objective in the M5 “Accuracy” competition was to accurately predict 42,840…
-
Artikel Jurnal Teks lengkap
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx
We extend neural basis expansion analysis (NBEATS) to incorporate exogenous factors. The resulting method, called NBEATSx, improves on a well-performing deep learning model, extending its capabilities by including exogenous variables and allowing it to integrate multiple sources of useful…
-
Artikel Jurnal Teks lengkap
Temporal Fusion Transformers for interpretable multi-horizon time series forecasting
Multi-horizon forecasting often contains a complex mix of inputs – including static (i.e. time-invariant) covariates, known future inputs, and other exogenous time series that are only observed in the past – without any prior information on how they interact with the target. Several deep learning…
-
Artikel Jurnal Teks lengkap
Recurrent Neural Networks for Time Series Forecasting: Current status and future directions