A Grid-Based Density Peaks Clustering Algorithm

This work focuses on the improvement of density peaks clustering (DPC, also known as clustering by fast search and find of density peaks, FSFDP) by the introduction of the grid clustering. A grid division is used to divide the data space into grid cells. The global characteristic of grid cell replac...

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Veröffentlicht in:	IEEE transactions on industrial informatics Jg. 19; H. 4; S. 1 - 8
Hauptverfasser:	Fang, Xintong, Xu, Zhen, Ji, Haifeng, Wang, Baoliang, Huang, Zhiyao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Piscataway IEEE 01.04.2023 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Clustering Clustering algorithms Clustering methods Computational complexity Data points Density Distributed databases efficiency grid machine learning Manuals Resource management
ISSN:	1551-3203, 1941-0050
Online-Zugang:	Volltext
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