Comparing Different Clustering Methods and Similarity Metrics on Trajectory Datasets
[ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics Framework (START).
This is an implementation for TraClus algorithm in Java. A GUI was added.
MoveTK is a library for computational movement analysis written in C++.
Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023
A fast, scalable and light-weight C++ Fréchet and DTW distance library, exposed to python and focused on clustering of polygonal curves.
Repository of k-paths: code, dataset, technical report, visualization
泰迪杯数据挖掘C题-轨迹挖掘
A trajectories dataset with associated occupancy maps
The CB-SMoT (Clustering-Based Approach for Discovering Interesting Places in a Single Trajectory) - Data: http://www.sptrans.com.br/
A little Javascript sandbox project to develop my algorithm that calculates similarity of multiple trajectories with a special grid-based solution
Automatic classification of pedestrian trajectories using clustering techniques.
This repository addresses GPS trajectory clustering by downloading data from OpenStreetMap and comparing two methods: trajectory aggregation and DBSCAN.
MSc thesis on spatiotemporal analysis of human mobility at a music festival using anonymized Wi-Fi traces.
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