Local Peaks-Based Clustering Algorithm in Symmetric Neighborhood Graph

Local Peaks-Based Clustering Algorithm in Symmetric Neighborhood Graph

Density-based clustering methods have achieved many applications in data mining, whereas most of them still likely suffer poor performances on data sets with extremely uneven distributions, like the manifold or ring data. The paper proposes a novel method for clustering with local peaks in the symme...

Full description

Bibliographic Details
Main Authors: Zhi Liu, Chunrong Wu, Qinglan Peng, Jia Lee, Yunni Xia
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Data mining
clustering
density-based clustering
symmetric neighborhood
local peaks
Online Access:https://ieeexplore.ieee.org/document/8943372/

Similar Items

Similar Items