Youcai Cheng
Biographic Data
| ID | 10056022 |
|---|---|
| NAME | Youcai Cheng |
| GIVEN NAMES | Youcai |
| FAMILY NAME | Cheng |
| SIGNATURE | CHENG Y |
| ORCID | 0009-0007-8970-4694 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2025 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
Dynamic Graph Convolutional Network With Spatiotemporal and Multiscale Feature Fusion for Multistep Traffic Flow Prediction
Accurate multistep traffic flow prediction is crucial for intelligent transportation systems (ITS). Existing graph convolutional networks (GCNs) still have limitations. They struggle to capture the complex dynamic relationships between adjacent nodes in road networks, to model long-term dependencies, and fully mine cross-layer feature expressions. These limitations make long-term predictions challenging. To address these challenges, we propose a …
No prominent works on this page.
Dynamic Graph Convolutional Network With Spatiotemporal and Multiscale Feature Fusion for Multistep Traffic Flow Prediction
Accurate multistep traffic flow prediction is crucial for intelligent transportation systems (ITS). Existing graph convolutional networks (GCNs) still have limitations. They struggle to capture the complex dynamic relationships between adjacent nodes in road networks, to model long-term dependencies, and fully mine cross-layer feature expressions. These limitations make long-term predictions challenging. To address these challenges, we propose a …
Convolutional neural network (1 works) · Exponential smoothing (1 works) · Feature learning (1 works) · Generalization (1 works) · Graph (1 works) · Intelligent transportation system (1 works) · Mean squared error (1 works) · Smoothing (1 works) · Traffic control and management (1 works) · Traffic Prediction and Management Techniques (1 works)