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