MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization

Traffic forecasting is a complex multivariate time-series regression task of paramount importance for traffic management and planning. However, existing approaches often struggle to model complex multi-range dependencies using local spatiotemporal features and road network hierarchical knowledge. To...

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Bibliographische Detailangaben

Hauptverfasser:	Zou, Dongcheng, Wang, Senzhang, Li, Xuefeng, Peng, Hao, Wang, Yuandong, Liu, Chunyang, Sheng, Kehua, Zhang, Bo
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning
Online-Zugang:	Volltext bestellen
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