jorsalsa / gpstransmode
GPS-TransMode leverages machine learning algorithms to predict transportation modes from raw GPS data
☆26Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for gpstransmode
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 4 years ago
- Python code to re-produce results and illustrations of trajectory classification.☆64Updated 5 years ago
- ☆44Updated 2 years ago
- Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this …☆47Updated 4 years ago
- Trajectory Mining Library for Python☆36Updated 5 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆99Updated 6 years ago
- An implementation of ST-DBScan algorithm using Python language☆145Updated 4 years ago
- An arcpy based HMM map matching tool☆132Updated 5 years ago
- ☆14Updated 7 years ago
- code for "Trajectory clustering via deep representation learning"☆180Updated 7 years ago
- Trajectory Mining Library☆47Updated 4 years ago
- A dataset for understanding urban transportation. This is an urban traffic speed dataset, which consists of 214 anonymous road segments w…☆28Updated 6 years ago
- Clustering spatial points with algorithm of Fast Search, high performace computing implements of CUDA or parallel in CPU, and runnable im…☆39Updated 6 years ago
- ☆38Updated 6 years ago
- Python code to re-produce results and illustrations of destination prediction by trajectory distribution based model.☆11Updated 5 years ago
- Trajectory Inference☆15Updated 5 years ago
- ☆137Updated 7 years ago
- This repository contains all the code used for processing large scale trajectory data as part of the research subject: Infrastructure Eng…☆12Updated 6 years ago
- Repo for the material used during conference tutorial and talks☆65Updated 2 years ago
- Implementation of dynamic origin-destination demand estimation☆19Updated 6 years ago
- Extract stay points from a GPS log file☆20Updated 4 years ago
- map-matching of GPS traces☆78Updated last year
- Algorithms to find the streets that a vehicle should have traveled to generate a given GPS track☆62Updated 2 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆26Updated 5 years ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆175Updated 2 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Updated 4 years ago
- ☆133Updated 2 years ago
- Implementation of a map matching algorithm called st-match☆34Updated 6 years ago
- Use of taxi GPS devices as pervasive resilience sensors.☆29Updated 9 years ago
- ☆131Updated 6 years ago