jbremz / Beijing-Trajectories-Project
Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset
☆99Updated 6 years ago
Alternatives and similar repositories for Beijing-Trajectories-Project:
Users that are interested in Beijing-Trajectories-Project are comparing it to the libraries listed below
- Learn and do some research about the trajectory datamining using geolife dataset with python.☆69Updated 4 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆137Updated 3 years ago
- code for "Trajectory clustering via deep representation learning"☆182Updated 7 years ago
- ☆44Updated 2 years ago
- Extract stay points from a GPS log file☆21Updated 4 years ago
- Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"☆21Updated 4 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 4 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆28Updated 5 years ago
- ☆132Updated 6 years ago
- A Trajectory Preprocessing Toolkit in Python☆75Updated 4 years ago
- Python code to re-produce results and illustrations of trajectory classification.☆64Updated 6 years ago
- Trajectory Mining Library for Python☆36Updated 5 years ago
- ☆21Updated 6 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 4 years ago
- This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (…☆229Updated 4 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆55Updated 2 years ago
- This application written in Python is capable of fully automatic clustering of 2D trajectory data.☆109Updated 9 years ago
- The source of the IJCAI2017 paper "Modeling Trajectory with Recurrent Neural Networks"☆94Updated 4 years ago
- Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets☆176Updated 2 years ago
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 5 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆30Updated 5 years ago
- 2019-2021 Trajectory Paper Collation☆18Updated 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
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- ST-SiameseNet (KDD'20)☆22Updated 4 years ago
- Implementation of a map matching algorithm called st-match☆34Updated 6 years ago
- Code for trajectory mining, including three parts: 1) trajectory preprocessing, 2) OD points clustering for route patterns discovery, and…☆11Updated 5 years ago
- Trajectory Inference☆15Updated 5 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆70Updated 4 months ago
- This is for AAAI2020 submission #9808☆20Updated 2 months ago