Xiao Zhang

29 papers Misc 3Journal 25Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Locality-sensitive hashing based instance selection method with its application to acceleration of feature selection.
Pattern Recognit.
Fan Song, Xiao Zhang, Jinhai Li, Changlin Mei
2026 J jnl
ScOrGBC: A novel classifier of granular balls with stable centers and optimal radii.
Appl. Soft Comput.
Yongqiang Guo, Xiao Zhang, Jinhai Li, Yanyan Yang
2025 J jnl
An instance-oriented multi-source information fusion technique based on neighborhood granules.
Appl. Soft Comput.
Xiao Zhang, Jingjing Shen, Jinhai Li, Xia Liu
2025 J jnl
Incremental Incomplete Concept-Cognitive Learning Model: A Stochastic Strategy.
IEEE Trans. Neural Networks Learn. Syst.
Zhiming Liu, Jinhai Li, Xiao Zhang, Xi-Zhao Wang
2025 J jnl
Multi-level information fusion for missing multi-label learning based on stochastic concept clustering.
Inf. Fusion
Zhiming Liu, Jinhai Li, Xiao Zhang, Xizhao Wang
2024 J jnl
A fuzzy rough set-based undersampling approach for imbalanced data.
Int. J. Mach. Learn. Cybern.
Xiao Zhang, Zhaoqian He, Yanyan Yang
2024 J jnl
A two-way accelerator for feature selection using a monotonic fuzzy conditional entropy.
Fuzzy Sets Syst.
Yanyan Yang, Degang Chen, Zhenyan Ji, Xiao Zhang, Lianjie Dong
2024 J jnl
Bi-Selection of Instances and Features Based on Neighborhood Importance Degree.
IEEE Trans. Big Data
Xiao Zhang, Zhaoqian He, Jinhai Li, Changlin Mei, Yanyan Yang
2024 J jnl
FGRBC: A Novel Fuzzy Granular Rule-Based Classifier Using the Justifiable Granularity Principle and a Fusion Strategy.
IEEE Trans. Fuzzy Syst.
Xiao Zhang, Yijing Liu, Jinhai Li, Changlin Mei
2023 J jnl
Instance and Feature Selection Using Fuzzy Rough Sets: A Bi-Selection Approach for Data Reduction.
IEEE Trans. Fuzzy Syst.
Xiao Zhang, Changlin Mei, Jinhai Li, Yanyan Yang, Ting Qian
2023 J jnl
Notes on the improvement of concept-cognitive learning accuracy.
Int. J. Approx. Reason.
Keyi Guo, Jinhai Li, Xiao Zhang
2022 J jnl
Covering rough set-based incremental feature selection for mixed decision system.
Soft Comput.
Yanyan Yang, Degang Chen, Xiao Zhang, Zhenyan Ji
2022 J jnl
Incremental feature selection by sample selection and feature-based accelerator.
Appl. Soft Comput.
Yanyan Yang, Degang Chen, Xiao Zhang, Zhenyan Ji, Yingjun Zhang
2020 J jnl
Active Incremental Feature Selection Using a Fuzzy-Rough-Set-Based Information Entropy.
IEEE Trans. Fuzzy Syst.
Xiao Zhang, Changlin Mei, Degang Chen, Yanyan Yang, Jinhai Li
2020 J jnl
Discernible neighborhood counting based incremental feature selection for heterogeneous data.
Int. J. Mach. Learn. Cybern.
Yanyan Yang, Shiji Song, Degang Chen, Xiao Zhang
2018 J jnl
A Fast Feature Selection Algorithm by Accelerating Computation of Fuzzy Rough Set-Based Information Entropy.
Entropy
Xiao Zhang, Xia Liu, Yanyan Yang
2018 J jnl
A fuzzy rough set-based feature selection method using representative instances.
Knowl. Based Syst.
Xiao Zhang, Changlin Mei, Degang Chen, Yanyan Yang
2016 J jnl
Feature selection in mixed data: A method using a novel fuzzy rough set-based information entropy.
Pattern Recognit.
Xiao Zhang, Changlin Mei, Degang Chen, Jinhai Li
2015 Misc conf
Granular structures of fuzzy rough sets based on general fuzzy relations.
ICMLC
Xiao Zhang, Changlin Mei, Degang Chen
2014 J jnl
Evidence-theory-based numerical algorithms of attribute reduction with neighborhood-covering rough sets.
Int. J. Approx. Reason.
Degang Chen, Wanlu Li, Xiao Zhang, Sam Kwong
2014 J jnl
Multi-confidence rule acquisition and confidence-preserved attribute reduction in interval-valued decision systems.
Int. J. Approx. Reason.
Xiao Zhang, Changlin Mei, Degang Chen, Jinhai Li
2014 J jnl
Rule-preserved object compression in formal decision contexts using concept lattices.
Knowl. Based Syst.
Jinhai Li, Changlin Mei, Junhong Wang, Xiao Zhang
2013 J jnl
Multi-confidence rule acquisition oriented attribute reduction of covering decision systems via combinatorial optimization.
Knowl. Based Syst.
Xiao Zhang, Changlin Mei, Degang Chen, Jinhai Li
2013 J jnl
On rule acquisition in decision formal contexts.
Int. J. Mach. Learn. Cybern.
Jinhai Li, Changlin Mei, Cherukuri Aswani Kumar, Xiao Zhang
2013 Misc conf
Weakly closed label concept lattice and its application to rule acquisition in decision formal contexts.
ICMLC
Jinhai Li, Junhong Wang, Changlin Mei, Xiao Zhang
2012 — conf
A Heuristic Knowledge Reduction Algorithm for Real Decision Formal Contexts.
RSCTC
Jinhai Li, Changlin Mei, Yuejin Lv, Xiao Zhang
2012 J jnl
Parameterized Local Reduction of Decision Systems.
J. Appl. Math.
Degang Chen, Yanyan Yang, Xiao Zhang
2012 J jnl
Sample Pair Selection for Attribute Reduction with Rough Set.
IEEE Trans. Knowl. Data Eng.
Degang Chen, Suyun Zhao, Lei Zhang, Yongping Yang, Xiao Zhang
2010 Misc conf
Sample selection with rough set.
ICMLC
Degang Chen, Xiao Zhang, Eric C. C. Tsang, Yongping Yang