Learning the Structure of Hub Network Based on Graph Model

In this paper, we focus on the structure learning problem of the hub network. In the neighborhood selection framework, we use the L1 and L2 regularizers to incorporate the sparse and group prior of the hub network, so as to make the network easier to generate Hub. We employ the coordinate descent al...

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Bibliographic Details
Format: Article
Language:zho
Published: The Northwestern Polytechnical University 2019-12-01
Series:Xibei Gongye Daxue Xuebao
Subjects:
hub
Online Access:https://www.jnwpu.org/articles/jnwpu/full_html/2019/06/jnwpu2019376p1320/jnwpu2019376p1320.html