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:
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆102Updated 6 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 5 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆35Updated 5 months ago
- ☆47Updated 2 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 3 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆140Updated 4 years ago
- A Trajectory Preprocessing Toolkit in Python☆79Updated 5 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆44Updated 2 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆28Updated 6 years ago
- 航迹检测☆21Updated 6 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆48Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- 交通·未来系列线上公益学术活动PPT☆117Updated 3 weeks ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆79Updated 9 months ago
- We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolut…☆22Updated 4 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆43Updated 2 years ago
- Deep Learning for Spatio-Temporal Data☆67Updated 8 years ago
- ☆20Updated 7 months ago
- Extract stay points from a GPS log file☆21Updated 4 years ago
- ☆24Updated 3 years ago
- This repository contains all the code used for processing large scale trajectory data as part of the research subject: Infrastructure Eng…☆12Updated 7 years ago
- Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"☆21Updated 4 years ago
- Reconstruction of DeepST☆103Updated 5 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 5 years ago
- Implementation of a map matching algorithm called st-match☆35Updated 6 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 5 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆23Updated 3 years ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆179Updated 3 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago