JiangLinLi / L2MMLinks
☆15Updated 3 years ago
Alternatives and similar repositories for L2MM
Users that are interested in L2MM are comparing it to the libraries listed below
Sorting:
- Learning to Generate Maps from Trajectories (AAAI'20)☆54Updated 5 years ago
- A Trajectory Preprocessing Toolkit in Python☆81Updated 5 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆44Updated 2 months ago
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆82Updated 11 months ago
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- Implement of IVMM map matching method.☆17Updated 4 years ago
- ☆47Updated 3 years ago
- Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.☆241Updated last year
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆27Updated 3 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
- Map-matching using particle smoothing methods.☆15Updated 3 years ago
- A tutorial on map matching using OpenStreetMap data☆148Updated 3 years ago
- SARN: Spatial Structure-Aware Road Network Embedding via Graph Contrastive Learning - EDBT 2023☆18Updated 2 years ago
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆33Updated 5 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆58Updated last month
- 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☆44Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆235Updated 3 months ago
- A Python implementation of the ST-Matching algorithm☆47Updated 4 years ago
- This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.☆21Updated 2 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆33Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆86Updated last year
- a QGIS-plugin for matching a trajectory with a network using a Hidden Markov Model and Viterbi algorithm☆173Updated 5 years ago
- [SIGSPATIAL '22] Next location prediction considering travel mode☆20Updated 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 10 months ago
- Algorithms to find the streets that a vehicle should have traveled to generate a given GPS track. Moved to codeberg.☆62Updated 3 months ago
- An arcpy based HMM map matching tool☆129Updated 6 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆35Updated 8 months ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆30Updated 11 months ago
- Trajectory Inference☆15Updated 5 years ago