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Works (10)

Multi-level information fusion for missing multi-label learning based on stochastic concept clustering

Information Fusion
2025-03 | Journal article
DOI: 10.1016/j.inffus.2024.102775
Contributors: Zhiming Liu; Jinhai Li; Xiao Zhang; Xizhao Wang
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Crossref

Incremental Incomplete Concept-Cognitive Learning Model: A Stochastic Strategy

IEEE Transactions on Neural Networks and Learning Systems
2025-01 | Journal article
DOI: 10.1109/TNNLS.2023.3333537
Contributors: Zhiming Liu; Jinhai Li; Xiao Zhang; Xi-Zhao Wang
Source: check_circle
Crossref

FGRBC: A Novel Fuzzy Granular Rule-Based Classifier Using the Justifiable Granularity Principle and a Fusion Strategy

IEEE Transactions on Fuzzy Systems
2024-12 | Journal article
DOI: 10.1109/TFUZZ.2024.3476919
Contributors: Xiao Zhang; Yijing Liu; Jinhai Li; Changlin Mei
Source: check_circle
Crossref

Bi-Selection of Instances and Features Based on Neighborhood Importance Degree

IEEE Transactions on Big Data
2024-08 | Journal article
DOI: 10.1109/TBDATA.2023.3342643
Contributors: Xiao Zhang; Zhaoqian He; Jinhai Li; Changlin Mei; Yanyan Yang
Source: check_circle
Crossref

A fuzzy rough set-based undersampling approach for imbalanced data

International Journal of Machine Learning and Cybernetics
2024-07 | Journal article
DOI: 10.1007/s13042-023-02064-5
Contributors: Xiao Zhang; Zhaoqian He; Yanyan Yang
Source: check_circle
Crossref

A two-way accelerator for feature selection using a monotonic fuzzy conditional entropy

Fuzzy Sets and Systems
2024-05 | Journal article
DOI: 10.1016/j.fss.2024.108916
Contributors: Yanyan Yang; Degang Chen; Zhenyan Ji; Xiao Zhang; Lianjie Dong
Source: check_circle
Crossref

Instance and Feature Selection Using Fuzzy Rough Sets: A Bi-Selection Approach for Data Reduction

IEEE Transactions on Fuzzy Systems
2023-06 | Journal article
DOI: 10.1109/TFUZZ.2022.3216990
Contributors: Xiao Zhang; Changlin Mei; Jinhai Li; Yanyan Yang; Ting Qian
Source: check_circle
Crossref

Incremental feature selection by sample selection and feature-based accelerator

Applied Soft Computing
2022-05 | Journal article
DOI: 10.1016/j.asoc.2022.108800
Contributors: Yanyan Yang; Degang Chen; Xiao Zhang; Zhenyan Ji; Yingjun Zhang
Source: check_circle
Crossref

Active Incremental Feature Selection Using a Fuzzy-Rough-Set-Based Information Entropy

IEEE Transactions on Fuzzy Systems
2020-05 | Journal article
DOI: 10.1109/TFUZZ.2019.2959995
Contributors: Xiao Zhang; Changlin Mei; Degang Chen; Yanyan Yang; Jinhai Li
Source: check_circle
Crossref

A Fast Feature Selection Algorithm by Accelerating Computation of Fuzzy Rough Set-Based Information Entropy

Entropy
2018-10 | Journal article | Author
DOI: 10.3390/e20100788
Contributors: Xiao Zhang; Xia Liu; Yanyan Yang
Source: check_circle
Multidisciplinary Digital Publishing Institute
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Peer review (18 reviews for 6 publications/grants)

Review activity for Applied soft computing. (9)
Review activity for Artificial intelligence review. (1)
Review activity for Information fusion. (1)
Review activity for Information sciences. (2)
Review activity for International journal of machine learning and cybernetics. (3)
Review activity for Pattern recognition. (2)
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