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Open Access

Peer-reviewed

Research Article

Enhanced uncertainty sampling with category information for improved active learning

Xiaochuan Wang ,

Roles Methodology, Project administration, Writing – original draft, Writing – review & editing

* E-mail: wangxiaochuan@cssrc.com.cn

Affiliation China Ship Scientific Research Center, Wuxi, China

https://orcid.org/0000-0003-4892-4758

⨯
Bo Zhang,

Roles Project administration, Resources

Affiliation China Ship Scientific Research Center, Wuxi, China
⨯
Fei Wang,

Roles Validation, Visualization

Affiliation China Ship Scientific Research Center, Wuxi, China
⨯
Tao Bao,

Roles Software, Supervision

Affiliation China Ship Scientific Research Center, Wuxi, China
⨯
Zhiqing Lu,

Roles Formal analysis

Affiliation China Ship Scientific Research Center, Wuxi, China
⨯
Jiawei Bao

Roles Data curation

Affiliation Taihu Laboratory of Deepsea Technology Science, Wuxi, China
⨯

Enhanced uncertainty sampling with category information for improved active learning

Xiaochuan Wang,
Bo Zhang,
Fei Wang,
Tao Bao,
Zhiqing Lu,
Jiawei Bao

x

Published: July 7, 2025
https://doi.org/10.1371/journal.pone.0327694

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