danielhdz154 / LargeScale-GPS-trajectories-analysis-
This repository contains all the code used for processing large scale trajectory data as part of the research subject: Infrastructure Engineering Research Project CVEN900064 (Master of Engineering (Spatial) - Melbourne University)
☆12Updated 7 years ago
Alternatives and similar repositories for LargeScale-GPS-trajectories-analysis-:
Users that are interested in LargeScale-GPS-trajectories-analysis- are comparing it to the libraries listed below
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 5 years ago
- Understanding transportation mode from GPS (Global Positioning System) traces is an essential topic in the data mobility domain. In this …☆48Updated 4 years ago
- ☆12Updated 2 years ago
- Implement of IVMM map matching method.☆15Updated 4 years ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- Trajectory Mining Library for Python☆38Updated 5 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
- 基于时间和空间特性的全局地图匹配算法，基础路网可根据 bbox 下载并处理得到☆40Updated last year
- Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and L…☆65Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 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
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- ☆46Updated 2 years ago
- fast clustering of GPS trajectories☆42Updated 4 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆44Updated 2 years ago
- Implementation of a map matching algorithm called st-match☆34Updated 6 years ago
- Map-matching using particle smoothing methods.☆14Updated 2 years ago
- A Trajectory Preprocessing Toolkit in Python☆79Updated 5 years ago
- ☆84Updated 6 months ago
- Written python files to work with pNEUMA dataset☆21Updated 3 years ago
- We propose a statistical learning-based traffic speed estimation method that uses sparse vehicle trajectory information. Using a convolut…☆22Updated 4 years ago
- Deep model for accident risk prediction over sparse traffic data☆44Updated 4 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆101Updated 6 years ago
- data tutorial for i24motion data users☆9Updated 7 months ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆40Updated last year
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆27Updated 6 years ago
- The released dataset and the official implementation of "Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"☆12Updated 3 years ago
- GPS-TransMode leverages machine learning algorithms to predict transportation modes from raw GPS data☆27Updated 4 years ago
- An arcpy based HMM map matching tool☆131Updated 6 years ago
- Using to predict the highway traffic speed☆31Updated 2 months ago