Graph-based density peak merging for identifying multi-peak clusters

Minseok Han, Jong-Seok Lee

Abstract: Highlights•A novel graph-based density peak merging method was proposed for clustering.•The proposed method can identify multi-peak clusters.•The proposed method can control the clustering result from a local to global view.•The proposed method can suggest the optimal number of clusters.