vaibhav90 / Mobility-Prediction-Literature
Relevant research papers focusing on human mobility modeling and next place prediction
☆29Updated 5 years ago
Alternatives and similar repositories for Mobility-Prediction-Literature:
Users that are interested in Mobility-Prediction-Literature are comparing it to the libraries listed below
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆47Updated 3 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 4 years ago
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆150Updated 2 months ago
- This is for AAAI2020 submission #9808☆19Updated 5 months ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆70Updated 4 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 6 months ago
- ☆44Updated 2 years ago
- MetaST for WWW 2019☆51Updated 4 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆29Updated 5 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- [WWW 2019] DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data☆43Updated this week
- Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference☆26Updated 4 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 3 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆34Updated 6 months ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated last year
- ☆137Updated 2 years ago
- ☆88Updated 2 years ago
- ☆42Updated 3 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Dynamic Switch-Attention Network☆20Updated 3 years ago
- ☆22Updated 6 years ago
- source_code for TULVAE☆23Updated 7 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆139Updated 3 months ago
- Code snippets of ST-ResNet by PyTorch☆64Updated 5 years ago
- Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts☆141Updated 6 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆100Updated 6 years ago
- Seed guided neural metric learning approach for calculating trajectory similarities☆53Updated 5 years ago