A Survey on Graph Neural Networks for Time Series : Forecasting, Classification, Imputation, and Anomaly Detection

Time series are the primary data type used to record dynamic system measurements and generated in great volume by both physical sensors and online processes (virtual sensors). Time series analytics is therefore crucial to unlocking the wealth of information implicit in available data. With the recen...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - PP(2024) vom: 14. Aug.
1. Verfasser: Jin, Ming (VerfasserIn)
Weitere Verfasser: Koh, Huan Yee, Wen, Qingsong, Zambon, Daniele, Alippi, Cesare, Webb, Geoffrey I, King, Irwin, Pan, Shirui
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article