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

轨迹相似度计算_中国软件杯二等奖（2016）

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.

Trajectories-Clustering

MSc thesis on spatiotemporal analysis of human mobility at a music festival using anonymized Wi-Fi traces.

FELBuilder is an automated Python pipeline that automates the complex workflow of Principal Component Analysis (PCA) and Free Energy Landscape (FEL) analysis from Molecular Dynamics (MD) trajectories.