By means of analyzing kernel clustering algorithm and rough set theory, a novel clustering algorithm, rough kernel k-means clustering algorithm, was proposed for clustering analysis.

通过研究核聚类算法，以及粗糙集，提出了一个新的用于聚类分析的粗糙核聚类方法。

youdao

The experiments indicate that the rough K-means based on self-adaptive weights is an effective rough clustering algorithm.

实验结果表明，基于自适应权重的粗糙K均值算法是一种较优的聚类算法。

youdao