A Novel Multi-Granularity Clustering Algorithm Based on Grid Partition and Fuzzy Quotient Space

Clustering is a significant technique in data mining, which can uncover the hidden correlation information and obtain deeper understanding of the inherent structure of data. However, when dealing with the data with extremely uneven density and increasingly complex structure, most current clustering...

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Bibliographic Details

Published in:	IEEE transactions on fuzzy systems pp. 1 - 13
Main Authors:	Zhou, Xinran, Zhang, Qinghua, Zhao, Fan, Wang, Yutai, Yin, Longjun, Wang, Guoyin
Format:	Journal Article
Language:	English
Published:	IEEE 2025
Subjects:	Clustering algorithms Clustering methods Computational modeling Data mining Fuzzy quotient space Granular computing grid partition hierarchical structure Kernel Merging multi-granularity clustering Partitioning algorithms Telecommunications Trees (botanical)
ISSN:	1063-6706, 1941-0034
Online Access:	Get full text
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