LilyXFan的博客

2014年发表在Nature上的文章Clustering by fast search and find of density peaks

参考文献：Study on Density Peaks Based on K-Nearest Neighbors and Principal Component Analysis (KBS2016 C类期刊)

An overlapping community detection algoritm based on density peaks(Neurocomputing2017 c)

参考文献：HocTracker:Tracking the Evolution of Hierarchical and Overlapping Communities in Dynamic Social Networks.(TKDE2014 A)

参考文献：DenPEHC-Density peak based efficient hierarchical clustering(Information Sciences 2016 B)1、改进： - DPC是划分聚类（flat clustering）,不能发现群组的层次结构 - 能够对大规模、高维数据集(LSHD)进行聚类2、主要思想 - 利用γ\gamma (γ=ρ∗δ\gamm