Flexible density peak clustering for real-world data

Jian Hou, Houshen Lin, Huaqiang Yuan, Marcello Pelillo

Abstract: Highlights•Be able to determine number of clusters and cluster centers automatically.•Present a non-parametric method to expand initial clusters.•The parameters are kept at the minimum and can be fixed for many datasets.•Extensive experiments demonstrate the effectiveness of our algorithm.