Haoteng Yin
Biographic Data
| ID | 10727837 |
|---|---|
| NAME | Haoteng Yin |
| GIVEN NAMES | Haoteng |
| FAMILY NAME | Yin |
| SIGNATURE | YIN H |
| AFFILIATIONS | Peking University |
| VERIFIED | No |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2018 |
| LATEST PUBLICATION YEAR | 2018 |
| H-INDEX | 0 |
Spatio-Temporal Graph Convolutional Networks
Timely accurate traffic forecast is crucial for urban traffic control and guidance. Due to the high nonlinearity and complexity of traffic flow, traditional methods cannot satisfy the requirements of mid-and-long term prediction tasks and often neglect spatial and temporal dependencies. In this paper, we propose a novel deep learning framework, Spatio-Temporal Graph Convolutional Networks (STGCN), to tackle the time series prediction problem in t…
No prominent works on this page.
Spatio-Temporal Graph Convolutional Networks
Timely accurate traffic forecast is crucial for urban traffic control and guidance. Due to the high nonlinearity and complexity of traffic flow, traditional methods cannot satisfy the requirements of mid-and-long term prediction tasks and often neglect spatial and temporal dependencies. In this paper, we propose a novel deep learning framework, Spatio-Temporal Graph Convolutional Networks (STGCN), to tackle the time series prediction problem in t…
Convolutional neural network (1 work) · Deep learning (1 work) · Graph (1 work) · Human Mobility and Location-Based Analysis (1 work) · Time series (1 work) · Traffic Prediction and Management Techniques (1 work) · Traffic speed (1 work) · Transportation Planning and Optimization (1 work)