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

  • Fang Cheng, Zilong Deng, Mustafa Muwafak Alobaedy, Xiaocun Huang--Plos.org
  • published date: 2026-08-04 14:00:00 UTC

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 this r…

Citation: Cheng F, Deng Z, Alobaedy MM, Huang X (2026) Federated parameter-free DBSCAN clustering and its application in image recognition. PLoS One 21(8): e0355161. https://doi.org/10.1371/journa… [+29491 chars]