chenrui2408 / mobility-modes-awareness-from-trajectoryLinks
Code for trajectory mining, including three parts: 1) trajectory preprocessing, 2) OD points clustering for route patterns discovery, and 3) CNN based method for mobility modes identification.
☆11Updated 6 years ago
Alternatives and similar repositories for mobility-modes-awareness-from-trajectory
Users that are interested in mobility-modes-awareness-from-trajectory are comparing it to the libraries listed below
Sorting:
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- Taxi Origin-Destination Demand Prediction☆56Updated 5 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆36Updated last year
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆87Updated last year
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆47Updated 2 years ago
- Codebase for vessel trajectory prediction using historical AIS data☆18Updated 4 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆233Updated 2 years ago
- Graph Markov Network for Traffic Forecasting with Missing Data☆30Updated 5 years ago
- A Trajectory Preprocessing Toolkit in Python☆90Updated 3 months ago
- ☆95Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- Deep Learning for Spatio-Temporal Data☆66Updated 9 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆47Updated 3 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆29Updated 4 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆275Updated 3 years ago
- [IEEE TITS 2024] Activity-aware human mobility prediction with hierarchical graph attention recurrent network.☆25Updated 11 months ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 6 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 3 years ago
- We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolut…☆25Updated 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
- 交通·未来系列线上公益学术活动PPT☆117Updated 7 months ago
- ☆26Updated last year
- RNN Application of Coordinate Systems for Vesssel Trajectory prediction☆16Updated last year
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆29Updated 6 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆50Updated 3 years ago
- ☆28Updated 3 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆148Updated 4 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆90Updated last year
- ☆47Updated 3 years ago