Smooth Splicing: A Robust SNN-Based Method for Clustering High-Dimensional Data

Algorithm 3

SNN density based clustering algorithm.

(1) Calculate SNN similarity graph.

(2) Specify the parameters 𝜀 and MinPts, and use DBSCAN

 method for clustering.