A novel density peaks clustering algorithm based on Hopkins statistic

Density peaks clustering (DPC) is a promising algorithm due to straightforward and easy implementation. However, most of its improvements still rely on expert, strong prior information, or complex iterations to identify the cluster centers, which inevitably adds subjectivity and instability. Moreove...

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