Adaptive power iteration clustering

Adaptive power iteration clustering

Power iteration has been applied to compute the eigenvectors of the similarity matrix in spectral clustering tasks. However, these power iteration based clustering methods usually suffer from the following two problems: (1) the power iteration usually converges very slowly; (2) the singular value de...

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Bibliographic Details
Main Authors: Liu, Bo, Liu, Yong, Zhang, Huiyan, Xu, Yonghui, Tang, Can, Tang, Lianggui, Qin, Huafeng, Miao, Chunyan
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Engineering::Computer science and engineering
Spectral Clustering
Power Iteration
Online Access:https://hdl.handle.net/10356/156037

Internet

https://hdl.handle.net/10356/156037

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