Pay Attention to Evolution : Time Series Forecasting with Deep Graph-Evolution Learning

Time-series forecasting is one of the most active research topics in artificial intelligence. A still open gap in that literature is that statistical and ensemble learning approaches systematically present lower predictive performance than deep learning methods. They generally disregard the data seq...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2021) vom: 27. Apr.
1. Verfasser: Spadon, Gabriel (VerfasserIn)
Weitere Verfasser: Hong, Shenda, Brandoli, Bruno, Matwin, Stan, Rodrigues-Jr, Jose Fernando, Sun, Jimeng
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article