20 citations · 21 across the 3 of their papers we have counts for
3 papers
cs.DB2024★ 20 cited
Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity
Minxiao Chen, Haitao Yuan, Nan Jiang +2
Traffic accidents pose a significant risk to human health and property safety. Therefore, to prevent traffic accidents, predicting their risks has garnered growing interest. We arg…
cs.LG2024★ 1 cited
STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting
Zhengyang Zhao, Haitao Yuan, Nan Jiang +3
Accurate Traffic Prediction is a challenging task in intelligent transportation due to the spatial-temporal aspects of road networks. The traffic of a road network can be affected…
cs.IR2024
Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data
Nan Jiang, Haitao Yuan, Jianing Si +2
The next point-of-interest (POI) prediction is a significant task in location-based services, yet its complexity arises from the consolidation of spatial and semantic intent. This…