Leading Tree in DPCLUS and Its Impact on Building Hierarchies

Ji Xu, Guoyin Wang

This paper reveals the tree structure as an intermediate result of clustering by fast search and find of density peaks (DPCLUS), and explores the power of using this tree to perfor…