Xiao Zhang

Orcid: 0000-0002-7435-1511

Affiliations:

Xi'an University of Technology, Department of Applied Mathematics, Xi'an, China
Xi'an Jiaotong University, Department of Statistics, Xi'an, China (PhD 2014)
North China Electric Power University, Department of Mathematics and Physics, Beijing, China

According to our database¹, Xiao Zhang authored at least 23 papers between 2010 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

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

[BibT_eX]

[DOI]

Inf. Fusion, 2025

2024

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

[BibT_eX]

[DOI]

IEEE Trans. Big Data, August, 2024

A fuzzy rough set-based undersampling approach for imbalanced data.

[BibT_eX]

[DOI]

Xiao Zhang

Zhaoqian He

Yanyan Yang

Int. J. Mach. Learn. Cybern., July, 2024

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

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2024

2023

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

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., June, 2023

2022

Covering rough set-based incremental feature selection for mixed decision system.

[BibT_eX]

[DOI]

Soft Comput., 2022

Incremental feature selection by sample selection and feature-based accelerator.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

2020

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

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2020

Discernible neighborhood counting based incremental feature selection for heterogeneous data.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2020

2018

A fuzzy rough set-based feature selection method using representative instances.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

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

[BibT_eX]

[DOI]

Xiao Zhang

Xia Liu

Yanyan Yang

Entropy, 2018

2016

Feature selection in mixed data: A method using a novel fuzzy rough set-based information entropy.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

2015

Granular structures of fuzzy rough sets based on general fuzzy relations.

[BibT_eX]

[DOI]

Xiao Zhang

Changlin Mei

Degang Chen

Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

2014

Rule-preserved object compression in formal decision contexts using concept lattices.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Multi-confidence rule acquisition and confidence-preserved attribute reduction in interval-valued decision systems.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2014

Evidence-theory-based numerical algorithms of attribute reduction with neighborhood-covering rough sets.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2014

2013

On rule acquisition in decision formal contexts.

[BibT_eX]

[DOI]

Jinhai Li

Changlin Mei

Cherukuri Aswani Kumar

Xiao Zhang

Int. J. Mach. Learn. Cybern., 2013

Multi-confidence rule acquisition oriented attribute reduction of covering decision systems via combinatorial optimization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2013

Weakly closed label concept lattice and its application to rule acquisition in decision formal contexts.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012

Sample Pair Selection for Attribute Reduction with Rough Set.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Parameterized Local Reduction of Decision Systems.

[BibT_eX]

[DOI]

Degang Chen

Yanyan Yang

Xiao Zhang

J. Appl. Math., 2012

A Heuristic Knowledge Reduction Algorithm for Real Decision Formal Contexts.

[BibT_eX]

[DOI]

Proceedings of the Rough Sets and Current Trends in Computing, 2012

2010

Sample selection with rough set.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

Xiao Zhang

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