Hierarchical initialization approach for K-Means clustering

摘要

A hierarchical initialization approach is proposed to the K-Means clustering problem. The core of the proposed method is to treat the clustering problem as a weighted clustering problem so as to find better initial cluster centers based on the hierarchica