An Automatic Clustering Algorithm Based on Region Segmentation

Clustering as an unsupervised learning technique has been widely used in practice. In this paper, a novel clustering algorithm based on region segmentation (CRS) is proposed. It aims to automatically evolve the optimal number of clusters as well as the clusters of the data sets based on the data den...

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Bibliographic Details
Main Authors: Zhaowei Chen, Dongxia Chang, Yao Zhao
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8534332/