Xiao Zhang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 11

Top Topics

Concept Lattice

Feature Selection

Utility Elicitation

Top Venues

Int. J. Approx. Reason.

IEEE Trans. Fuzzy Syst.

Knowl. Based Syst.

Pattern Recognit.

Publications

Xiao Zhang, Zhaoqian He, Yanyan Yang
A fuzzy rough set-based undersampling approach for imbalanced data. Int. J. Mach. Learn. Cybern. 15 (7) (2024)
Yanyan Yang, Degang Chen, Zhenyan Ji, Xiao Zhang, Lianjie Dong
A two-way accelerator for feature selection using a monotonic fuzzy conditional entropy. Fuzzy Sets Syst. 483 (2024)
Xiao Zhang, Zhaoqian He, Jinhai Li, Changlin Mei, Yanyan Yang
Bi-Selection of Instances and Features Based on Neighborhood Importance Degree. IEEE Trans. Big Data 10 (4) (2024)
Xiao Zhang, Changlin Mei, Jinhai Li, Yanyan Yang, Ting Qian
Instance and Feature Selection Using Fuzzy Rough Sets: A Bi-Selection Approach for Data Reduction. IEEE Trans. Fuzzy Syst. 31 (6) (2023)
Yanyan Yang, Degang Chen, Xiao Zhang, Zhenyan Ji, Yingjun Zhang
Incremental feature selection by sample selection and feature-based accelerator. Appl. Soft Comput. 121 (2022)
Yanyan Yang, Degang Chen, Xiao Zhang, Zhenyan Ji
Covering rough set-based incremental feature selection for mixed decision system. Soft Comput. 26 (6) (2022)
Xiao Zhang, Changlin Mei, Degang Chen, Yanyan Yang, Jinhai Li
Active Incremental Feature Selection Using a Fuzzy-Rough-Set-Based Information Entropy. IEEE Trans. Fuzzy Syst. 28 (5) (2020)
Xiao Zhang, Xia Liu, Yanyan Yang
A Fast Feature Selection Algorithm by Accelerating Computation of Fuzzy Rough Set-Based Information Entropy. Entropy 20 (10) (2018)
Xiao Zhang, Changlin Mei, Degang Chen, Yanyan Yang
A fuzzy rough set-based feature selection method using representative instances. Knowl. Based Syst. 151 (2018)
Xiao Zhang, Changlin Mei, Degang Chen, Jinhai Li
Feature selection in mixed data: A method using a novel fuzzy rough set-based information entropy. Pattern Recognit. 56 (2016)
Xiao Zhang, Changlin Mei, Degang Chen
Granular structures of fuzzy rough sets based on general fuzzy relations. ICMLC (2015)
Xiao Zhang, Changlin Mei, Degang Chen, Jinhai Li
Multi-confidence rule acquisition and confidence-preserved attribute reduction in interval-valued decision systems. Int. J. Approx. Reason. 55 (8) (2014)
Jinhai Li, Changlin Mei, Junhong Wang, Xiao Zhang
Rule-preserved object compression in formal decision contexts using concept lattices. Knowl. Based Syst. 71 (2014)
Degang Chen, Wanlu Li, Xiao Zhang, Sam Kwong
Evidence-theory-based numerical algorithms of attribute reduction with neighborhood-covering rough sets. Int. J. Approx. Reason. 55 (3) (2014)
Xiao Zhang, Changlin Mei, Degang Chen, Jinhai Li
Multi-confidence rule acquisition oriented attribute reduction of covering decision systems via combinatorial optimization. Knowl. Based Syst. 50 (2013)
Jinhai Li, Junhong Wang, Changlin Mei, Xiao Zhang
Weakly closed label concept lattice and its application to rule acquisition in decision formal contexts. ICMLC (2013)
Jinhai Li, Changlin Mei, Cherukuri Aswani Kumar, Xiao Zhang
On rule acquisition in decision formal contexts. Int. J. Mach. Learn. Cybern. 4 (6) (2013)
Degang Chen, Yanyan Yang, Xiao Zhang
Parameterized Local Reduction of Decision Systems. J. Appl. Math. 2012 (2012)
Jinhai Li, Changlin Mei, Yuejin Lv, Xiao Zhang
A Heuristic Knowledge Reduction Algorithm for Real Decision Formal Contexts. RSCTC (2012)
Degang Chen, Suyun Zhao, Lei Zhang, Yongping Yang, Xiao Zhang
Sample Pair Selection for Attribute Reduction with Rough Set. IEEE Trans. Knowl. Data Eng. 24 (11) (2012)
Degang Chen, Xiao Zhang, Eric C. C. Tsang, Yongping Yang
Sample selection with rough set. ICMLC (2010)