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:
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆35Updated 7 months ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆102Updated 6 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 5 years ago
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 5 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆71Updated 4 years ago
- Extract stay points from a GPS log file☆21Updated 4 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆29Updated 6 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- The data and codes corresponding to the paper "Evaluation and prediction of transportation resilience under extreme weather events: A dif…☆19Updated 5 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆82Updated 10 months ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆45Updated 2 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 6 years ago
- Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and L…☆65Updated last year
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 5 years ago
- 航迹检测☆22Updated 7 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆141Updated 4 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated last year
- A Trajectory Preprocessing Toolkit in Python☆79Updated 5 years ago
- ☆47Updated 2 years ago
- Implementation of a map matching algorithm called st-match☆35Updated 6 years ago
- research survey of traffic prediction☆27Updated 7 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- ☆17Updated 4 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆43Updated 2 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- 交通·未来系列线上公益学术活动PPT☆118Updated 2 months ago
- Reconstruction of DeepST☆105Updated 5 years ago
- 毕设 实验☆12Updated 6 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago