Davies Bouldin Index based hierarchical initialization K-means

Abstract

K-means algorithm is an effective clustering algorithm based on partition, which has been widely used for clustering analysis. However, there are two main problems for K-means algorithm: how to provide appropriate number of clusters and how to determ