luansenda / congestion_propagation_inference
☆13Updated 2 years ago
Related projects: ⓘ
- ☆11Updated 2 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆22Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆59Updated 3 years ago
- Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter☆12Updated 4 years ago
- ☆10Updated 3 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆31Updated 4 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆16Updated 3 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆27Updated last year
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆12Updated 2 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆28Updated last year
- ☆36Updated 2 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆30Updated 2 years ago
- ☆17Updated last year
- Papers on Spatial-Temporal Graph Neural Networks☆25Updated 2 years ago
- Transportation data online prediction☆45Updated 3 years ago
- Using to predict the highway traffic speed☆28Updated 5 months ago
- ☆17Updated this week
- ☆13Updated 3 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆33Updated 2 years ago
- [CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction☆13Updated 2 years ago
- ☆110Updated last year
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago
- ☆12Updated 6 years ago
- Attentive Traffic Flow Machines☆56Updated 3 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆40Updated 3 years ago
- ☆41Updated 2 years ago
- A large-scale simulation-based dynamic traffic assignment model of Melbourne☆8Updated 5 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆49Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆25Updated last year