GeoDS / LSTM-TrajGAN
LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection
☆67Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for LSTM-TrajGAN
- Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"☆21Updated 4 years ago
- Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility☆45Updated 2 years ago
- ☆133Updated 2 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆53Updated 2 years ago
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆20Updated 3 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆39Updated 2 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆41Updated last year
- ☆11Updated 2 years ago
- ☆44Updated 2 years ago
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms☆15Updated last month
- ☆21Updated 2 years ago
- ☆13Updated last year
- Relevant research papers focusing on human mobility modeling and next place prediction☆28Updated 5 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆34Updated 2 months ago
- A Trajectory Preprocessing Toolkit in Python☆75Updated 4 years ago
- ☆85Updated 2 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆54Updated 3 months ago
- Conditional Adversarial Trajectory Synthesis☆21Updated last year
- [SIGSPATIAL '22] Next location prediction considering travel mode☆16Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Updated last month
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆99Updated 6 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆30Updated 10 months ago
- ☆10Updated last year
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆50Updated 2 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆61Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆66Updated last year
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 4 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆73Updated 7 months ago
- Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.☆19Updated last year
- Codes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆146Updated 4 years ago