Detection of Power Data Outliers Using Density Peaks Clustering Algorithm Based on K-Nearest Neighbors

As an important research branch in data mining, outlier detection has been widely used in equipment operation monitoring and system operation control. Power data outlier detection is playing an increasingly vital role in power systems. Density peak clustering (DPC) is a simple and efficient density-...

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Vydané v:	Wireless communications and mobile computing Ročník 2022; číslo 1
Hlavní autori:	Li, Qingpeng, Chen, Lei, Wang, Yuhan
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Oxford Hindawi 2022 John Wiley & Sons, Inc
Predmet:	Algorithms Cluster analysis Clustering Consumption Control equipment Data analysis Data mining Datasets Density Outliers (statistics) Parameter sensitivity Teaching methods
ISSN:	1530-8669, 1530-8677
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