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☆100Updated 6 years ago
- ☆21Updated 7 years ago
- ☆133Updated 6 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆140Updated 3 years ago
- A Trajectory Preprocessing Toolkit in Python☆78Updated 5 years ago
- STL:Online Detection of Taxis Trajectory Anomaly based on Spatial-Temporal Laws☆26Updated 5 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
- This application written in Python is capable of fully automatic clustering of 2D trajectory data.☆109Updated 9 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 4 years ago
- Extract stay points from a GPS log file☆21Updated 4 years ago
- code for "Trajectory clustering via deep representation learning"☆184Updated 7 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆112Updated 4 years ago
- Code for paper “SERM: A Recurrent Model for Next Location Prediction in Semantic Trajectories”☆29Updated 5 years ago
- Extension of Real time Spatio-Temporal clustering☆12Updated 7 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☆110Updated 5 years ago
- Implementation of a map matching algorithm called st-match☆34Updated 6 years ago
- Implementation of "Multi-task Representation Learning for Travel Time Estimation"☆45Updated 6 years ago
- ☆44Updated 2 years ago
- Relevant research papers focusing on human mobility modeling and next place prediction☆28Updated 5 years ago
- 2019-2021 Trajectory Paper Collation☆18Updated 2 years ago
- Experimental platform for map-matching, map inference and map update☆12Updated 5 years ago
- Python code to re-produce results and illustrations of trajectory classification.☆64Updated 6 years ago
- Trajectory Inference☆15Updated 5 years ago
- Inferring transportation modes from GPS trajectories using a Convolutional Neural Network☆47Updated 5 years ago
- trajectory mining tool function implement by python☆18Updated 5 years ago
- Implement the Douglas-Peucker algorithm to compress trajectories.☆11Updated 9 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 2 years ago
- Trajectory Mining Library☆47Updated 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
- ☆10Updated 6 years ago