Multi-view clustering via simultaneously learning shared subspace and affinity matrix

Due to the existence of multiple views in many real-world data sets, multi-view clustering is increasingly popular. Many approaches have been investigated, among which the subspace clustering methods finding the underlying subspaces of data have been developed recently. Although the subspace-based m...

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Bibliographic Details
Main Authors: Nan Xu, Yanqing Guo, Jiujun Wang, Xiangyang Luo, Xiangwei Kong
Format: Article
Language:English
Published: SAGE Publishing 2017-12-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/1729881417745677