Jipeng Jia
Biographic Data
| ID | 9965867 |
|---|---|
| NAME | Jipeng Jia |
| GIVEN NAMES | Jipeng |
| FAMILY NAME | Jia |
| SIGNATURE | JIA J |
| AFFILIATIONS | University of Electronic Science and Technology of China |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
A Traffic Flow Forecasting Method Based on Transfer-Aware Spatio-Temporal Graph Attention Network
Forecasting traffic flow is essential for optimizing resource allocation and improving urban traffic management efficiency. Despite significant advances in deep learning-based approaches, existing models still face challenges in effectively capturing dynamic spatio-temporal dependencies due to the limited representation of node transmission capabilities and distance-sensitive interactions in road networks. This limitation restricts the ability to…
No prominent works on this page.
A Traffic Flow Forecasting Method Based on Transfer-Aware Spatio-Temporal Graph Attention Network
Forecasting traffic flow is essential for optimizing resource allocation and improving urban traffic management efficiency. Despite significant advances in deep learning-based approaches, existing models still face challenges in effectively capturing dynamic spatio-temporal dependencies due to the limited representation of node transmission capabilities and distance-sensitive interactions in road networks. This limitation restricts the ability to…
Adjacency matrix (1 work) · Attention network (1 work) · Data modeling (1 work) · Graph (1 work) · Traffic control and management (1 work) · Traffic generation model (1 work) · Traffic Prediction and Management Techniques (1 work) · Transformer (1 work) · Transportation Planning and Optimization (1 work)