zichuan-liu / SIGSPATIAL-2021-GISCUP-4th-SolutionLinks
Liu, Zichuan, et al. "Multi-View Spatial-Temporal Model for Travel Time Estimation." Proceedings of the 29th International Conference on Advances in Geographic Information Systems. 2021.
☆12Updated 4 years ago
Alternatives and similar repositories for SIGSPATIAL-2021-GISCUP-4th-Solution
Users that are interested in SIGSPATIAL-2021-GISCUP-4th-Solution are comparing it to the libraries listed below
Sorting:
- ☆26Updated 4 years ago
- Taxi Origin-Destination Demand Prediction☆56Updated 5 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
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 3 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆58Updated 3 years ago
- A collection of research on spatio-temporal data mining☆157Updated 10 months ago
- Codes for RiskSeq-TKDE☆20Updated 5 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆115Updated 5 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- Dynamic Switch-Attention Network☆20Updated 4 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆146Updated 11 months ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆24Updated 2 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆195Updated 11 months ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 7 months ago
- Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).☆12Updated last year
- ☆16Updated 2 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆98Updated 3 years ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆21Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆38Updated last year
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 5 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆20Updated last year
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆148Updated 4 years ago
- ☆50Updated 3 years ago
- This is for AAAI2020 submission #9808☆20Updated last year
- The codes and data of paper "Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning"☆213Updated 2 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆64Updated 4 months 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