jorsalsa / gpstransmode
GPS-TransMode leverages machine learning algorithms to predict transportation modes from raw GPS data
☆27Updated 4 years ago
Alternatives and similar repositories for gpstransmode
Users that are interested in gpstransmode are comparing it to the libraries listed below
Sorting:
- Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this …☆48Updated 4 years ago
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 5 years ago
- ☆46Updated 2 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆101Updated 6 years ago
- Trajectory Mining Library for Python☆38Updated 5 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
- An arcpy based HMM map matching tool☆131Updated 6 years ago
- Trajectory Mining Library☆47Updated 4 years ago
- ☆15Updated 7 years ago
- A tutorial on map matching using OpenStreetMap data☆147Updated 3 years ago
- Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.☆234Updated last year
- Python code to re-produce results and illustrations of trajectory classification.☆64Updated 6 years ago
- ☆38Updated 6 years ago
- ☆136Updated 7 years ago
- Use of taxi GPS devices as pervasive resilience sensors.☆30Updated 9 years ago
- This application written in Python is capable of fully automatic clustering of 2D trajectory data.☆110Updated 9 years ago
- Trajectory Inference☆15Updated 5 years ago
- Clustering spatial points with algorithm of Fast Search, high performace computing implements of CUDA or parallel in CPU, and runnable im…☆40Updated 6 years ago
- Implementation of dynamic origin-destination demand estimation☆20Updated 6 years ago
- A dataset for understanding urban transportation. This is an urban traffic speed dataset, which consists of 214 anonymous road segments w…☆31Updated 7 years ago
- a QGIS-plugin for matching a trajectory with a network using a Hidden Markov Model and Viterbi algorithm☆171Updated 4 years ago
- Cohort2 Traffic Analysis Capstone☆23Updated 7 years ago
- Messing with Geolife data and trajectory analysis☆9Updated 7 years ago
- A Python package for Map Matching and Mapping. Research work for Noise Planet center.☆53Updated 2 years ago
- Extract stay points from a GPS log file☆21Updated 4 years ago
- Implementation of a map matching algorithm called st-match☆34Updated 6 years ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆179Updated 3 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
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Updated 4 years ago
- Python code to re-produce results and illustrations of destination prediction by trajectory distribution based model.☆12Updated 6 years ago