A Novel Hierarchical Clustering Algorithm Based on Density Peaks for Complex Datasets

Figure 1

Hierarchical structures and clustering results for easy visualization.

(a) Dataset 1: hierarchical structure

(b) Dataset 1: clustering result

(c) Dataset 2: hierarchical structure

(d) Dataset 2: clustering result

(e) Dataset 3: hierarchical structure

(f) Dataset 3: clustering result