shaneson0 / GeoLifeDataMining
Depend on the GPS trajectory dataset, We do location recommendation and user recommendation.
☆17Updated 6 years ago
Alternatives and similar repositories for GeoLifeDataMining:
Users that are interested in GeoLifeDataMining are comparing it to the libraries listed below
- Code for trajectory mining, including three parts: 1) trajectory preprocessing, 2) OD points clustering for route patterns discovery, and…☆11Updated 6 years ago
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆100Updated 6 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
- Learn and do some research about the trajectory datamining using geolife dataset with python.☆70Updated 4 years ago
- ☆21Updated 7 years ago
- Extension of Real time Spatio-Temporal clustering☆12Updated 7 years ago
- Dual Supervised Autoencoder Based Trajectory Classification Using Enhanced Spatio-Temporal Information☆19Updated last year
- implementation of STGCN for traffic prediction in IJCAI2018☆111Updated 5 years ago
- ☆8Updated 4 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 5 years ago
- This repository implements the model in MobiHoc'18: "Long-term mobile traffic forecasting using deep spatio-temporal neural networks"☆27Updated 6 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆47Updated 3 years ago
- DMVST-Net for AAAI 2018☆108Updated 4 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 4 years ago
- Traffic Prediction using LSTM method.☆58Updated 8 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 4 years ago
- Clustering of Taxi Trajectories☆11Updated 6 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆41Updated 4 years ago
- Extract stay points from a GPS log file☆21Updated 4 years ago
- ☆44Updated 2 years ago
- A fighter fly out trajectory time series data mining demo, I use agnes and k-means to clustering the flyout data samples into left, strai…☆12Updated 7 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆68Updated 4 years ago
- traffic-prediction using LSTM and GCN by pytorch☆59Updated 4 years ago
- ST-LSTM network implemented using PyTorch.☆43Updated 5 years ago
- Autoencoder t-SNE for anomaly detection in aircraft trajectories☆24Updated 5 years ago
- Dynamic Attention And Trajectory Cognition Based Graph Convolution Network For Traffic Flow Forecasting☆11Updated 2 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆69Updated 4 years ago
- Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and L…☆65Updated last year