NickHan-cs / Spatio-Temporal-Data-Mining-SurveyLinks
Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
☆136Updated last year
Alternatives and similar repositories for Spatio-Temporal-Data-Mining-Survey
Users that are interested in Spatio-Temporal-Data-Mining-Survey are comparing it to the libraries listed below
Sorting:
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆232Updated last year
- A collection of research on spatio-temporal data mining☆156Updated 7 months ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆310Updated 4 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆187Updated 9 months ago
- An Open Source Spatio-Temporal Prediction Package☆215Updated 11 months ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 4 months ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆258Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆70Updated last month
- Spatio-Temporal Prediction Paper List☆232Updated 4 months ago
- Summary of open source code for deep learning models in the field of traffic prediction☆270Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆87Updated last year
- Traffic data processing tools in LibCity☆219Updated 2 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆55Updated 3 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated 2 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆178Updated 3 years ago
- Paper list in traffic prediction field☆224Updated last year
- ☆66Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆75Updated 2 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆237Updated 4 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆120Updated 2 months ago
- Traffic Flow Prediction with Vehicle Trajectories☆73Updated 4 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆129Updated last year
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆246Updated 2 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆35Updated 2 years ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆229Updated last year
- ☆77Updated last year
- [AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)☆93Updated 4 years ago
- ☆49Updated 3 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆26Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆221Updated 4 years ago