Youcai Cheng
Datos Biográficos
| ID | 10056022 |
|---|---|
| NOMBRE | Youcai Cheng |
| NOMBRES | Youcai |
| APELLIDO | Cheng |
| FIRMA | CHENG Y |
| ORCID | 0009-0007-8970-4694 |
| VERIFICADO | Sí |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAS | 0 |
| TOTAL COMO AUTOR | 1 |
| TOTAL COMO EDITOR | 0 |
| PRIMER AÑO DE PUBLICACIÓN | 2025 |
| AÑO MÁS RECIENTE DE PUBLICACIÓN | 2025 |
| ÍNDICE H | 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 …
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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 obra) · Exponential smoothing (1 obra) · Feature learning (1 obra) · Generalization (1 obra) · Graph (1 obra) · Intelligent transportation system (1 obra) · Mean squared error (1 obra) · Smoothing (1 obra) · Traffic control and management (1 obra) · Traffic Prediction and Management Techniques (1 obra)