论文标题

本地自适应分层群集终止,并应用于单个树描述

Locally Adaptive Hierarchical Cluster Termination With Application To Individual Tree Delineation

论文作者

Richardson, Ashlin, Leckie, Donald

论文摘要

提出了一个局部自适应的聚类终止过程(相对于代表聚集合并的集合的层次树),提出了用于配备距离函数的集合的聚集层次聚类。它代表了基于常规规模依赖阈值的终止标准的多尺度替代方案。

A clustering termination procedure which is locally adaptive (with respect to the hierarchical tree of sets representative of the agglomerative merging) is proposed, for agglomerative hierarchical clustering on a set equipped with a distance function. It represents a multi-scale alternative to conventional scale dependent threshold based termination criteria.

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