haicg / datamining-geolife-with-python
Learn and do some research about the trajectory datamining using geolife dataset with python.
☆70Updated 4 years ago
Alternatives and similar repositories for datamining-geolife-with-python:
Users that are interested in datamining-geolife-with-python are comparing it to the libraries listed below
- Analysis and transport mode classification of the GeoLife GPS Trajectories Dataset☆101Updated 6 years ago
- ☆21Updated 7 years ago
- Extract stay points from a GPS log file☆21Updated 4 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆139Updated 4 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 4 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆27Updated 6 years ago
- Java implementation for DBSCANSD, a trajectory clustering algorithm.☆43Updated 8 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆111Updated 4 years ago
- Implementation of a map matching algorithm called st-match☆34Updated 6 years ago
- 2019-2021 Trajectory Paper Collation☆18Updated 2 years ago
- A Trajectory Preprocessing Toolkit in Python☆78Updated 5 years ago
- code for "Trajectory clustering via deep representation learning"☆185Updated 7 years ago
- ☆46Updated 2 years ago
- ☆132Updated 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
- 腾云阁高精度车辆追踪算法大赛。给定地图数据和汽车的gps定位数据,通过地图匹配算法得出汽车行驶过了哪些道路☆112Updated 5 years ago
- ☆10Updated 7 years ago
- Taxi Origin-Destination Demand Prediction☆53Updated 4 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- This application written in Python is capable of fully automatic clustering of 2D trajectory data.☆110Updated 9 years ago
- Implement Trajectory Clustering: A Partition-and-Group Framework☆67Updated 3 years ago
- [AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis☆66Updated 5 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 5 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 5 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆29Updated 5 years ago
- Trajectory Mining Library for Python☆38Updated 5 years ago
- Code for trajectory mining, including three parts: 1) trajectory preprocessing, 2) OD points clustering for route patterns discovery, and…☆11Updated 6 years ago
- Trajectory Inference☆15Updated 5 years ago