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
- ☆12Updated 2 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆34Updated 3 months ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 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
- Implement of IVMM map matching method.☆15Updated 4 years ago
- PTRAIL is a state-of-the art parallel computation library for Mobility Data Preprocessing and feature extraction.☆24Updated 3 months ago
- Trajectory Mining Library for Python☆38Updated 5 years ago
- ☆44Updated 2 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆26Updated 5 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 2 years ago
- Implementation of a map matching algorithm called st-match☆34Updated 6 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆43Updated 2 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 5 months ago
- [TRC] Context-aware next location prediction☆42Updated last year
- The proposed methodology assess how compression algorithms influence the clustering analysis with respect to anomaly detection of vessel …☆11Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆68Updated 4 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☆38Updated 11 months ago
- A Trajectory Preprocessing Toolkit in Python☆77Updated 5 years ago
- [SIGSPATIAL '22] Next location prediction considering travel mode☆18Updated last year
- Code for trajectory mining, including three parts: 1) trajectory preprocessing, 2) OD points clustering for route patterns discovery, and…☆11Updated 6 years ago
- Official implementation of "Spatio-Temporal Vehicle Trajectory Recovery on Road Network Based on Traffic Camera Video Data"(in KDD 2022)☆14Updated 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
- Implementation of dynamic origin-destination demand estimation☆20Updated 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
- data tutorial for i24motion data users☆9Updated 6 months ago
- Codebase for vessel trajectory prediction using historical AIS data☆16Updated 3 years ago
- Written python files to work with pNEUMA dataset☆21Updated 3 years ago
- ☆94Updated last week
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆72Updated 6 months ago