urbanmobility / Awesome-Urban-Mobility-PredictionLinks
This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.
☆21Updated 3 years ago
Alternatives and similar repositories for Awesome-Urban-Mobility-Prediction
Users that are interested in Awesome-Urban-Mobility-Prediction are comparing it to the libraries listed below
Sorting:
- [TRC] Context-aware next location prediction☆45Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆60Updated 3 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆31Updated 2 years ago
- open traffic datasets☆31Updated 6 years ago
- ☆145Updated 3 years ago
- PyTorch implementation of the paper-"Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network"☆11Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 3 years ago
- Code for the KDD 2022 paper "Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time…☆18Updated 3 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- [IEEE TITS 2024] Activity-aware human mobility prediction with hierarchical graph attention recurrent network.☆25Updated 10 months ago
- Traffic accident prediction using graph neural networks "TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road Net…☆55Updated last year
- Large Language Models as Human Mobility Predictors☆57Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆77Updated 2 years ago
- “华为云杯”2020深圳开放数据应用创新大赛 ·深圳北站周边交通拥堵指数预测代码方案☆17Updated 5 years ago
- ☆47Updated 3 years ago
- ☆94Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆89Updated last year
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆86Updated last year
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆48Updated 5 months ago
- Taxi Origin-Destination Demand Prediction☆56Updated 5 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- Creating an Adjacency Matrix Using the Dijkstra Algorithm for Graph Convolutional Networks GCNs☆25Updated last year
- This is for AAAI2020 submission #9808☆19Updated last year
- ☆81Updated last year
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆109Updated 6 months ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆145Updated 11 months ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆34Updated 4 years ago