T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction

Ling Zhao, Yujiao Song, Chao Zhang, +5

IEEE Transactions on Intelligent Transportation Systems

A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting

Jiandong Bai, Jiawei Zhu, Yujiao Song, +4

ISPRS International Journal of Geo-Information

EngineeringMachine LearningTraffic FlowNetwork AnalysisRecurrent Neural Network +17

AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting

Jiawei Zhu, Qiongjie Wang, Chao Tao, +3

IEEE Access

EngineeringMachine LearningTraffic FlowNetwork AnalysisExternal Factors +14

KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting

Jiawei Zhu, Xing Han, Hanhan Deng, +5

IEEE Transactions on Intelligent Transportation Systems

RSI-CB: A Large-Scale Remote Sensing Image Classification Benchmark Using Crowdsourced Data

Haifeng Li, Xin Dou, Chao Tao, +5

Sensors

Remote Sensing ImagesConvolutional Neural NetworkEngineeringMachine LearningRemote Sensing Sensor +19

STGC-GNNs: A GNN-based traffic prediction framework with a spatial–temporal Granger causality graph

Silu He, Qinyao Luo, Ronghua Du, +4

Physica A Statistical Mechanics and its Applications

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method.

Ling Zhao, Yujiao Song, Min Deng, +1

arXiv (Cornell University)

Real-time Traffic ForecastingEngineeringMachine LearningTraffic FlowNetwork Analysis +18

A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting

Jiawei Zhu, Yujiao Song, Ling Zhao, +1

arXiv (Cornell University)

Temporal DependenciesIntelligent Traffic ManagementGraph Neural NetworkEngineeringMachine Learning +13

AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting

Jiawei Zhu, Chao Tao, Hanhan Deng, +4

arXiv (Cornell University)

Urban Multi-Source Spatio-Temporal Data Analysis Aware Knowledge Graph Embedding

Ling Zhao, Hanhan Deng, Linyao Qiu, +4

Symmetry

EngineeringMulti-source Spatio-temporal DataSmart CitySpatiotemporal DatabaseKnowledge Graph Embeddings +14