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Biography

Chucai Zhang received the Ph.D. degree from Hunan Normal University, Changsha, China, in 2024. He is currently an Associate Professor with the College of Information Science and Engineering, Hunan Normal University, Changsha, China. His research interests include granular computing, data mining, fuzzy sets, and rough sets.

Activities

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Employment (1)

Hunan Normal University: Changsha, CN

2024-12-16 to present | Associate Professor (College of Information Science and Engineering)
Employment
Source: Self-asserted source
Chucai Zhang

Education and qualifications (1)

Hunan Normal University: Changsha, CN

2021-09-01 to 2024-06-29 | Ph.D. (School of Mathematics and Statistics)
Education
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Chucai Zhang

Professional activities (2)

Chinese Association for Artificial Intelligence: Beijing, CN

2021-12-10 to present
Membership
Source: Self-asserted source
Chucai Zhang

China Computer Federation: Beijing, CN

2010-11-26 to present
Membership
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Chucai Zhang

Funding (1)

Research on incremental attribute reduction of dynamic incomplete decision tables

Grant
Hunan Provincial Department of Science and Technology (Changsha, CN)
Source: Self-asserted source
Chucai Zhang

Works (13)

Online Streaming Feature Selection Using Bidirectional Complementarity based on Fuzzy Gini Entropy

IEEE Transactions on Fuzzy Systems
2025 | Journal article
DOI: 10.1109/TFUZZ.2025.3529466
Contributors: Chucai Zhang; Zhengxiang Lu; Yongkang Zhang; Jianhua Dai
Source: check_circle
Crossref

Multi-label feature selection with missing labels by weak-label fusion fuzzy discernibility pair

Information Fusion
2025-05 | Journal article
DOI: 10.1016/j.inffus.2024.102921
Contributors: Jianhua Dai; Min Li; Chucai Zhang
Source: check_circle
Crossref

Incremental attribute reduction for dynamic fuzzy decision information systems based on fuzzy knowledge granularity

Information Sciences
2025-01 | Journal article
DOI: 10.1016/j.ins.2024.121467
Contributors: Chucai Zhang; Zhengxiang Lu; Jianhua Dai
Source: check_circle
Crossref

Attribute selection for incomplete decision systems by maximizing correlation and independence with mutual granularity

Applied Intelligence
2025-01-02 | Journal article
DOI: 10.1007/s10489-024-06170-x
Part of ISSN: 0924-669X
Part of ISSN: 1573-7497
Contributors: Chucai Zhang; Yongkang Zhang; Jianhua Dai
Source: Self-asserted source
Chucai Zhang

Attribute Reduction for Heterogeneous Data by Hybrid Neighborhood Graph Structure and Neighbor Inconsistent Pair Selection

IEEE Transactions on Emerging Topics in Computational Intelligence
2024 | Journal article
DOI: 10.1109/TETCI.2024.3462169
Contributors: Jianhua Dai; Jie Liu; Weiping Ding; Chucai Zhang
Source: check_circle
Crossref

Fast attribute reduction by neighbor inconsistent pair selection for dynamic decision tables

International Journal of Machine Learning and Cybernetics
2024-03 | Journal article
DOI: 10.1007/s13042-023-01931-5
Part of ISSN: 1868-8071
Part of ISSN: 1868-808X
Contributors: Chucai Zhang; Hong Liu; Zhengxiang Lu; Jianhua Dai
Source: Self-asserted source
Chucai Zhang

Feature selection based on fuzzy combination entropy considering global and local feature correlation

Information Sciences
2024-01 | Journal article
DOI: 10.1016/j.ins.2023.119753
Part of ISSN: 0020-0255
Contributors: Jianhua Dai; Qi Liu; Xiongtao Zou; Chucai Zhang
Source: Self-asserted source
Chucai Zhang

Multi-label feature selection by strongly relevant label gain and label mutual aid

Pattern Recognition
2024-01 | Journal article
DOI: 10.1016/j.patcog.2023.109945
Part of ISSN: 0031-3203
Contributors: Jianhua Dai; Weiyi Huang; Chucai Zhang; Jie Liu
Source: Self-asserted source
Chucai Zhang

Semi-supervised attribute reduction based on label distribution and label irrelevance

Information Fusion
2023-12 | Journal article
DOI: 10.1016/j.inffus.2023.101951
Part of ISSN: 1566-2535
Contributors: Jianhua Dai; Weiyi Huang; Weisi Wang; Chucai Zhang
Source: Self-asserted source
Chucai Zhang

Semi-supervised attribute reduction via attribute indiscernibility

International Journal of Machine Learning and Cybernetics
2023-04 | Journal article
DOI: 10.1007/s13042-022-01708-2
Part of ISSN: 1868-8071
Part of ISSN: 1868-808X
Contributors: Jianhua Dai; Weisi Wang; Chucai Zhang; Shaojun Qu
Source: Self-asserted source
Chucai Zhang

A fuzzy α-similarity relation-based attribute reduction approach in incomplete interval-valued information systems

Applied Soft Computing
2021-09 | Journal article
DOI: 10.1016/j.asoc.2021.107593
Contributors: Xiaofeng Liu; Jianhua Dai; Jiaolong Chen; Chucai Zhang
Source: check_circle
Crossref

Unsupervised attribute reduction based on $$\alpha $$-approximate equal relation in interval-valued information systems

International Journal of Machine Learning and Cybernetics
2020-09 | Journal article
DOI: 10.1007/s13042-020-01091-w
Part of ISSN: 1868-8071
Part of ISSN: 1868-808X
Contributors: Xiaofeng Liu; Jianhua Dai; Jiaolong Chen; Chucai Zhang
Source: Self-asserted source
Chucai Zhang

Knowledge granularity based incremental attribute reduction for incomplete decision systems

International Journal of Machine Learning and Cybernetics
2020-05 | Journal article
DOI: 10.1007/s13042-020-01089-4
Part of ISSN: 1868-8071
Part of ISSN: 1868-808X
Contributors: Chucai Zhang; Jianhua Dai; Jiaolong Chen
Source: Self-asserted source
Chucai Zhang
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