期刊论文

Li, N

英文

Entropy

1099-4300

2023

25

12

1606-

10.3390/e25121606

N.L.: Conceptualization, Methodology, Software, Investigation, Formal Analysis, Writing—Original Draft, Writing—review and editing, Funding Acquisition; M.P.: Visualization, Validation, Data Curation, Supervision, Funding Acquisition; Q.W.: Investigation, Formal Analysis, Resources. All authors have read and agreed to the published version of the manuscript. This work is supported by the National key R&D Program of China (Grant 2017YFB0202901, 2017YFB0202905), the Hunan Natural Science Foundation Project (No. 2023JJ50353).

本校为第一且通讯机构

In multiview data clustering, consistent or complementary information in the multiview data can achieve better clustering results. However, the high dimensions, lack of labeling, and redundancy of multiview data certainly affect the clustering effect, posing a challenge to multiview clustering. A clustering algorithm based on multiview feature selection clustering (MFSC), which combines similarity graph learning and unsupervised feature selection, is designed in this study. During the MFSC implementation, local manifold regularization is integrated into similarity graph learning, with the clus...