mie-lab / location-mode-predictionLinks
[SIGSPATIAL '22] Next location prediction considering travel mode
☆20Updated 2 years ago
Alternatives and similar repositories for location-mode-prediction
Users that are interested in location-mode-prediction are comparing it to the libraries listed below
Sorting:
- ☆139Updated 3 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆35Updated 7 months ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- ☆47Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆58Updated 3 years ago
- a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic informa…☆103Updated 3 years ago
- PTRAIL is a state-of-the art parallel computation library for Mobility Data Preprocessing and feature extraction.☆26Updated 8 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated 2 years ago
- The code and documentation for geo-contextual multitask embedding learner☆26Updated 4 years ago
- ☆79Updated last year
- Conditional Adversarial Trajectory Synthesis☆25Updated last year
- A Trajectory Preprocessing Toolkit in Python☆80Updated 5 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆81Updated 11 months ago
- trackintel is a framework for spatio-temporal analysis of movement trajectory and mobility data.☆234Updated last month
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 5 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆44Updated last month
- Leuven.MapMatching toolbox for aligning GPS measurements to locations on a map.☆238Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- Learning to Generate Maps from Trajectories (AAAI'20)☆54Updated 5 years ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆17Updated 5 months ago
- ☆93Updated 3 years ago
- This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic…☆245Updated 2 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆230Updated 2 months ago
- 🚀 Road network simplification, batch conversion of OSM road multi-lines to single lines 🚀 Detection and export of dead-end roads 🚀 Par…☆51Updated 2 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆30Updated 10 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆74Updated 2 years ago
- Traffic accident prediction using graph neural networks "TAP: A Comprehensive Data Repository for Traffic Accident Prediction in Road Net…☆50Updated 9 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆86Updated last year
- Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction☆43Updated 2 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆33Updated 3 years ago