论文标题

爬山的聚类:一致性结果

Clustering by Hill-Climbing: Consistency Results

论文作者

Arias-Castro, Ery, Qiao, Wanli

论文摘要

我们考虑了1970年代福冈和宿舍者制定的几种爬山方法来进行聚类。我们研究连续空间和离散空间(即Medoid)变体,并建立它们的一致性。

We consider several hill-climbing approaches to clustering as formulated by Fukunaga and Hostetler in the 1970's. We study both continuous-space and discrete-space (i.e., medoid) variants and establish their consistency.

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