L
Lianlian Shen
Researcher at Huaqiao University
Publications - 1
Citations - 144
Lianlian Shen is an academic researcher from Huaqiao University. The author has contributed to research in topics: k-nearest neighbors algorithm & Cluster analysis. The author has an hindex of 1, co-authored 1 publications receiving 73 citations.
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Fast density peak clustering for large scale data based on kNN
Yewang Chen,Xiaoliang Hu,Wentao Fan,Lianlian Shen,Zheng Zhang,Xin Liu,Xin Liu,Ji-Xiang Du,Haibo Li,Yi Chen,Hailin Li +10 more
TL;DR: A simple but fast DPeak, namely FastDPeak, 1 is proposed, which runs in about O ( n l o g ( n ) ) expected time in the intrinsic dimensionality and replaces density with kNN-density, which is computed by fast kNN algorithm such as cover tree, yielding huge improvement for density computations.