yaodi833 / trajectory2vec
code for "Trajectory clustering via deep representation learning"
☆178Updated 6 years ago
Related projects: ⓘ
- ☆130Updated 6 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆130Updated 3 years ago
- This application written in Python is capable of fully automatic clustering of 2D trajectory data.☆107Updated 8 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Updated 4 years ago
- Implement Trajectory Clustering: A Partition-and-Group Framework☆63Updated 3 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆98Updated 5 years ago
- Python code to re-produce results and illustrations of trajectory classification.☆63Updated 5 years ago
- Trajectory Mining Library for Python☆35Updated 5 years ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆169Updated 2 years ago
- A Trajectory Preprocessing Toolkit in Python☆71Updated 4 years ago
- Python implementation of Traclus algorithm, for 2-D trajectories☆142Updated 7 months ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆57Updated 4 years ago
- An implementation of ST-DBScan algorithm using Python language☆144Updated 4 years ago
- Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and L…☆64Updated 7 months ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆223Updated 4 years ago
- Seed guided neural metric learning approach for calculating trajectory similarities☆49Updated 5 years ago
- ☆43Updated 2 years ago
- Trajectory Mining Library☆47Updated 3 years ago
- A python package for computing distance between 2D trajectories.☆302Updated last year
- ☆138Updated 4 years ago
- ☆18Updated 3 years ago
- Python code to re-produce results and illustrations of destination prediction by trajectory distribution based model.☆11Updated 5 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆43Updated 5 years ago
- Source code for the paper "Towards Semantic-Aware Multiple-Aspect Trajectory Similarity Measuring"☆16Updated 4 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆26Updated 5 years ago
- Extract stay points from a GPS log file☆19Updated 4 years ago
- DMVST-Net for AAAI 2018☆106Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆50Updated 2 years ago
- Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"☆20Updated 4 years ago
- Learn and do some research about the trajectory datamining using geolife dataset with python.☆68Updated 4 years ago