Xiaocun Huang

Federated parameter-free DBSCAN clustering and its application in image recognition

2026 · PLoS ONE

DBSCAN (A Density-Based Algorithm for Discovering Clusters in Spatial Databases with Noise) is a classic clustering algorithm. However, clustering distributed data with privacy protection in edge computing environments is a key challenge for DBSCAN. In …