Map-Constrained Trajectory Recovery (KDD'21)
☆61Apr 13, 2022Updated 3 years ago
Alternatives and similar repositories for MTrajRec
Users that are interested in MTrajRec are comparing it to the libraries listed below
Sorting:
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆50Jun 14, 2025Updated 8 months ago
- A Trajectory Preprocessing Toolkit in Python☆92Sep 3, 2025Updated 6 months ago
- This is for AAAI2020 submission #9808☆20Nov 11, 2024Updated last year
- A simple Python code to extract road network (in Shapefile) from OpenStreetMap (OSM)☆34Jul 3, 2020Updated 5 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆149Apr 10, 2021Updated 4 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Sep 29, 2024Updated last year
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆98Aug 5, 2024Updated last year
- ☆28Feb 10, 2022Updated 4 years ago
- This is the source code for “PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network” accepted by CIKM 2021.☆14Sep 21, 2021Updated 4 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆67Jul 16, 2025Updated 7 months ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆38Sep 25, 2024Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆92Apr 5, 2024Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆50Nov 6, 2022Updated 3 years ago
- Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.☆249Feb 11, 2024Updated 2 years ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆40Jan 31, 2025Updated last year
- GraphMM: Graph-based Vehicular Map Matching by Leveraging Trajectory and Road Correlations☆21Jun 16, 2024Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆80Jan 26, 2023Updated 3 years ago
- 2019-2021 Trajectory Paper Collation☆18Sep 21, 2022Updated 3 years ago
- A diffusion-based framework for spatio-temporal point processes☆77Mar 25, 2024Updated last year
- Tools for Map Matching using Python☆10Nov 16, 2020Updated 5 years ago
- ST-SiameseNet (KDD'20)☆22Dec 16, 2020Updated 5 years ago
- Map Matching using Hidden Markov Models☆19Jan 20, 2020Updated 6 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Jul 5, 2020Updated 5 years ago
- ☆29Dec 8, 2022Updated 3 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆48Jul 25, 2022Updated 3 years ago
- PeMS crawler☆15Jan 2, 2019Updated 7 years ago
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆14Nov 2, 2024Updated last year
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated last year
- Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.☆28Nov 13, 2023Updated 2 years ago
- Adapt Newson and Krumm's classic 2009 paper, "Hidden Markov Map Matching Through Noise and Sparseness," for particle filters.☆12Apr 11, 2020Updated 5 years ago
- ☆11Oct 18, 2022Updated 3 years ago
- ☆26May 29, 2024Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆138Jul 2, 2024Updated last year
- ☆16Jan 18, 2023Updated 3 years ago
- This is a intelligent traffic control environment for Reinforcement Learning and relative researches. This environment is compatible with…☆15Jan 17, 2020Updated 6 years ago
- User Communities with Machine Learning☆14Sep 29, 2021Updated 4 years ago
- Implementation of a map matching algorithm called st-match☆35Sep 3, 2018Updated 7 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆37Sep 28, 2024Updated last year
- Minimal object-oriented implementation of basic Hidden Markov Model functionality☆17Dec 8, 2022Updated 3 years ago