论文标题

高维宽差距$ k $ -MEANS与聚类公理

High-Dimensional Wide Gap $k$-Means Versus Clustering Axioms

论文作者

Kłopotek, Mieczysław A.

论文摘要

Kleinberg的基于距离聚类的公理被证明是矛盾的。 已经做出了各种努力来克服这个问题。 在这里,我们试图通过嵌入高维空间并赋予群集之间的较大差距来解决这个问题。

Kleinberg's axioms for distance based clustering proved to be contradictory. Various efforts have been made to overcome this problem. Here we make an attempt to handle the issue by embedding in high-dimensional space and granting wide gaps between clusters.

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