论文标题
爬山的聚类:一致性结果
Clustering by Hill-Climbing: Consistency Results
论文作者
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.