Joint structured bipartite graph and row-sparse projection for large-scale feature selection

Feature selection plays an important role in data analysis, yet traditional graph-based methods often produce suboptimal results. These methods typically follow a two-stage process: constructing a graph with data-to-data affinities or a bipartite graph with data-to-anchor affinities and independentl...

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Bibliographic Details
Main Authors: Dong, Xia, Nie, Feiping, Wu, Danyang, Wang, Rong, Li, Xuelong
Other Authors: School of Computer Science and Engineering
Format: Journal Article
Language:English
Published: 2024
Subjects:
Online Access:https://hdl.handle.net/10356/175915