Paralleled Fast Search and Find of Density Peaks Clustering Algorithm on GPUs with CUDA

Fast Search and Find of Density Peaks (FSFDP) is a newly proposed clustering algorithm that has already been successfully applied in many applications. However, this algorithm shows a dissatisfactory performance on large dataset due to the time-consuming calculation of the distance matrix and potent...

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Bibliographic Details
Main Authors: Mi Li, Jie Huang, Jingpeng Wang
Format: Article
Language:English
Published: Springer 2016-06-01
Series:International Journal of Networked and Distributed Computing (IJNDC)
Subjects:
Online Access:https://www.atlantis-press.com/article/25859747.pdf