sinadabiri / Transport-Mode-GPS-CNNLinks
Inferring transportation modes from GPS trajectories using a Convolutional Neural Network
☆47Updated 6 years ago
Alternatives and similar repositories for Transport-Mode-GPS-CNN
Users that are interested in Transport-Mode-GPS-CNN are comparing it to the libraries listed below
Sorting:
- ☆47Updated 3 years ago
- Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this …☆48Updated 5 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆105Updated 7 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆29Updated 6 years ago
- A Trajectory Preprocessing Toolkit in Python☆90Updated 4 months ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆183Updated 3 years ago
- Official implementation of "Spatio-Temporal Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"(in KDD 2022)☆14Updated 2 years ago
- An arcpy based HMM map matching tool☆129Updated 7 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆148Updated 4 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆61Updated 3 years ago
- code for "Trajectory clustering via deep representation learning"☆199Updated 8 years ago
- GPS-TransMode leverages machine learning algorithms to predict transportation modes from raw GPS data☆28Updated 5 years ago
- This repository contains all the code used for processing large scale trajectory data as part of the research subject: Infrastructure Eng…☆13Updated 7 years ago
- Python code to re-produce results and illustrations of trajectory classification.☆64Updated 7 years ago
- Trajectory Mining Library for Python☆39Updated 6 years ago
- A dataset for understanding urban transportation. This is an urban traffic speed dataset, which consists of 214 anonymous road segments w…☆35Updated 7 years ago
- Implementation of a map matching algorithm called st-match☆35Updated 7 years ago
- The released dataset and the official implementation of "Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"☆12Updated 4 years ago
- ☆145Updated 3 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆50Updated 3 years ago
- This application written in Python is capable of fully automatic clustering of 2D trajectory data.☆114Updated 10 years ago
- ☆137Updated 7 years ago
- Extract stay points from a GPS log file☆21Updated 5 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆240Updated 5 years ago
- Python implementation of Traclus algorithm, for 2-D trajectories☆154Updated last year
- Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.☆245Updated last year
- Taxi Origin-Destination Demand Prediction☆56Updated 5 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
- A tutorial on map matching using OpenStreetMap data☆152Updated 4 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆87Updated last year