Changzhong Wang

Most-cited papers

A new approach to attribute reduction of consistent and inconsistent covering decision systems with covering rough sets
Degang Chen, Changzhong Wang, Qing-Hua Hu
2007Information Sciences350 citations
Semantic Scholar
Feature Selection Based on Neighborhood Discrimination Index
Changzhong Wang, Qing-Hua Hu, Xi-Zhao Wang, Degang Chen +2 more
2018IEEE Transactions on Neural Networks and Learning Systems256 citations
Semantic Scholar
Feature subset selection based on fuzzy neighborhood rough sets
Changzhong Wang, Ming-Wen Shao, Qiang He, Yu-Hua Qian +1 more
2016Knowledge-Based Systems255 citations
Semantic Scholar
Fuzzy rough set-based attribute reduction using distance measures
Changzhong Wang, Yang Huang, Ming-Wen Shao, Xiaodong Fan
2019Knowledge-Based Systems229 citations
Semantic Scholar
Feature Selection Based on Neighborhood Self-Information
Changzhong Wang, Yang Huang, Ming-Wen Shao, Qing-Hua Hu +1 more
2020IEEE Transactions on Cybernetics228 citations
Semantic Scholar
A Fitting Model for Feature Selection With Fuzzy Rough Sets
Changzhong Wang, Yali Qi, Ming-Wen Shao, Qing-Hua Hu +3 more
2017IEEE transactions on fuzzy systems208 citations
Semantic Scholar
Attribute reduction based on k-nearest neighborhood rough sets
Changzhong Wang, Yun-Peng Shi, Xiaodong Fan, Ming-Wen Shao
2019International Journal of Approximate Reasoning189 citations Open access
Semantic Scholar
Fuzzy Rough Attribute Reduction for Categorical Data
Changzhong Wang, Yan Wang, Ming-Wen Shao, Yu-Hua Qian +1 more
2020IEEE transactions on fuzzy systems162 citations
Semantic Scholar
Attribute reduction with fuzzy rough self-information measures
Changzhong Wang, Yang Huang, Wei-Ping Ding, Zehong Cao
2021Information Sciences158 citations Open access
Semantic Scholar
A systematic study on attribute reduction with rough sets based on general binary relations
Changzhong Wang, Cong-Xin Wu, Degang Chen
2008Information Sciences126 citations
Semantic Scholar
Feature Selection With Fuzzy-Rough Minimum Classification Error Criterion
Changzhong Wang, Yu-Hua Qian, Wei-Ping Ding, Xiaodong Fan
2021IEEE transactions on fuzzy systems107 citations
Semantic Scholar
Comment on “The lower and upper approximations in a fuzzy group”
Changzhong Wang, Wen-Ju Du, Degang Chen
1996International Conference on Machine Learning and Computing101 citations
Semantic Scholar
A novel method for attribute reduction of covering decision systems
Changzhong Wang, Qiang He, Degang Chen, Qing-Hua Hu
2014Information Sciences98 citations
Semantic Scholar
An improved attribute reduction scheme with covering based rough sets
Changzhong Wang, Ming-Wen Shao, Bai-Qing Sun, Qing-Hua Hu
2015Applied Soft Computing89 citations
Semantic Scholar
Uncertainty measures for general fuzzy relations
Changzhong Wang, Yang Huang, Ming-Wen Shao, Degang Chen
2019Fuzzy Sets Syst.83 citations
Semantic Scholar
Probability granular distance-based fuzzy rough set model
S. An, Qing-Hua Hu, Changzhong Wang
2021Applied Soft Computing78 citations
Semantic Scholar
Attribute reduction based on max-decision neighborhood rough set model
Xiaodong Fan, Wei-Da Zhao, Changzhong Wang, Yang Huang
2018Knowledge-Based Systems76 citations
Semantic Scholar
Relative Fuzzy Rough Approximations for Feature Selection and Classification
S. An, Enhui Zhao, Changzhong Wang, Ge Guo +2 more
2021IEEE Transactions on Cybernetics69 citations Open access
Semantic Scholar
Data compression with homomorphism in covering information systems
Changzhong Wang, Degang Chen, Chong Wu, Qing-Hua Hu
2011International Journal of Approximate Reasoning66 citations Open access
Semantic Scholar
Feature selection based on maximal neighborhood discernibility
Changzhong Wang, Qiang He, Ming-Wen Shao, Qing-Hua Hu
2017International Journal of Machine Learning and Cybernetics65 citations
Semantic Scholar
Robust fuzzy rough approximations with kNN granules for semi-supervised feature selection
S. An, Meng-Ru Zhang, Changzhong Wang, Wei-Ping Ding
2023Fuzzy Sets Syst.64 citations
Semantic Scholar
Communicating between information systems
Changzhong Wang, Cong-Xin Wu, Degang Chen, Qing-Hua Hu +1 more
2008Information Sciences60 citations
Semantic Scholar
Communication between information systems with covering based rough sets
Changzhong Wang, Degang Chen, Bai-Qing Sun, Qing-Hua Hu
2012Information Sciences57 citations
Semantic Scholar
A soft neighborhood rough set model and its applications
S. An, Xingyu Guo, Changzhong Wang, Ge Guo +1 more
2022Information Sciences47 citations Open access
Semantic Scholar
Fuzzy information systems and their homomorphisms
Changzhong Wang, Degang Chen, Qing-Hua Hu
2014Fuzzy Sets Syst.46 citations
Semantic Scholar
A unified information measure for general binary relations
Changzhong Wang, Qiang He, Ming-Wen Shao, Yang-Yang Xu +1 more
2017Knowledge-Based Systems40 citations
Semantic Scholar
A short note on some properties of rough groups
Changzhong Wang, Degang Chen
2010Computers and Mathematics with Applications40 citations Open access
Semantic Scholar
Homomorphisms between fuzzy information systems
Changzhong Wang, Degang Chen, Liang-Kuan Zhu
2009Applied Mathematics Letters37 citations Open access
Semantic Scholar
Communication Between Information Systems Using Fuzzy Rough Sets
E. Tsang, Changzhong Wang, Degang Chen, Cong-Xin Wu +1 more
2013IEEE transactions on fuzzy systems35 citations
Semantic Scholar
Some properties of relation information systems under homomorphisms
Changzhong Wang, Cong-Xin Wu, Degang Chen, Wen-Ju Du
2008Applied Mathematics Letters35 citations Open access
Semantic Scholar
The construction of attribute (object)-oriented multi-granularity concept lattices
Ming-Wen Shao, Meng-Meng Lv, Kenwen Li, Changzhong Wang
2019International Journal of Machine Learning and Cybernetics28 citations
Semantic Scholar
Pointwise mutual information sparsely embedded feature selection
Ting-Quan Deng, Yang Huang, Ge Yang, Changzhong Wang
2022International Journal of Approximate Reasoning23 citations
Semantic Scholar
Knowledge reduction methods of covering approximate spaces based on concept lattice
Ming-Wen Shao, Wei-Zhi Wu, Xi-Zhao Wang, Changzhong Wang
2020Knowledge-Based Systems22 citations
Semantic Scholar
Connections between two-universe rough sets and formal concepts
Ming-Wen Shao, Li Guo, Changzhong Wang
2018International Journal of Machine Learning and Cybernetics19 citations
Semantic Scholar
Phylogenetic analysis of DNA sequences based on k-word and rough set theory
Chun Li, Yan Yang, Meiduo Jia, Yingying Zhang +2 more
201419 citations
Semantic Scholar
On rough approximations of groups
Changzhong Wang, Degang Chen, Qing-Hua Hu
2012International Journal of Machine Learning and Cybernetics18 citations
Semantic Scholar
Data reduction based on NN-kNN measure for NN classification and regression
S. An, Qing-Hua Hu, Changzhong Wang, Ge Guo +1 more
2021International Journal of Machine Learning and Cybernetics17 citations
Semantic Scholar
Attribute reduction for multi-label classification based on labels of positive region
Xiaodong Fan, Qi Chen, Z. Qiao, Changzhong Wang +1 more
2020Soft Computing - A Fusion of Foundations, Methodologies and Applications12 citations
Semantic Scholar
Measures of Uncertainty Based on Gaussian Kernel for Type-2 Fuzzy Information Systems
Xiaofeng Liu, Jianhua Dai, Jiaolong Chen, Changzhong Wang +1 more
2020International Journal of Fuzzy Systems9 citations
Semantic Scholar
A relative uncertainty measure for fuzzy rough feature selection
S. An, Jia-Ying Liu, Changzhong Wang, Suyun Zhao
2021International Journal of Approximate Reasoning8 citations Open access
Semantic Scholar
Margin attribute reductions for multi-label classification
Xiaodong Fan, Xiangyue Chen, Changzhong Wang, Yang Wang +1 more
2021Applied intelligence (Boston)8 citations
Semantic Scholar
A Comparative Study of Ordered and Covering Information Systems
Changzhong Wang, Degang Chen, Qiang He, Qing-Hua Hu
2013Fundamenta Informaticae8 citations
Semantic Scholar
Some invariant properties of ordered information systems under homomorphism
Changzhong Wang, Degang Chen, Qing-Hua Hu
2010Science China Information Sciences8 citations
Semantic Scholar
Granularity self-information based uncertainty measure for feature selection and robust classification
S. An, Qijin Xiao, Changzhong Wang, Suyun Zhao
2023Fuzzy Sets Syst.7 citations
Semantic Scholar
Protein Sequence Comparison and DNA-binding Protein Identification with Generalized PseAAC and Graphical Representation
Chun Xing Li, Jialing Zhao, Changzhong Wang, Yuhua Yao
2018Combinatorial chemistry & high throughput screening7 citations Open access
Semantic Scholar
Attribute reduction based on the Boolean matrix
Yun-Peng Shi, Yang Huang, Changzhong Wang, Qiang He
2018Granular Computing7 citations
Semantic Scholar
No-reference image quality assessment with multi-scale weighted residuals and channel attention mechanism
Changzhong Wang, Xiangjie Lv, Wei-Ping Ding, Xiaodong Fan
2022Soft Computing - A Fusion of Foundations, Methodologies and Applications5 citations Open access
Semantic Scholar
Convex hull-based distance metric learning for image classification
Xue Zhang, Changzhong Wang, Xiaodong Fan
2021Computational and Applied Mathematics5 citations
Semantic Scholar
A multigranulation fuzzy rough approach to multisource information systems
Li-Kui An, Sinan Ji, Changzhong Wang, Xiaodong Fan
2020Soft Computing - A Fusion of Foundations, Methodologies and Applications3 citations
Semantic Scholar
Attribute reduction using distance-based fuzzy rough sets
Changzhong Wang, Yali Qi, Qiang He
2015International Conference on Machine Learning and Computing3 citations
Semantic Scholar