Zhong Yuan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 47

Top Topics

Mutual Information

Feature Selection

Outlier Detection

Top Venues

IEEE Trans. Fuzzy Syst.

Pattern Recognit.

Knowl. Based Syst.

Publications

Chang Liu, Dezhong Peng, Hongmei Chen, Zhong Yuan
Attribute granules-based object entropy for outlier detection in nominal data. Eng. Appl. Artif. Intell. 133 (2024)
Benwei Chen, Xianyong Zhang, Zhong Yuan
Two-dimensional improved attribute reductions based on distance granulation and condition entropy in incomplete interval-valued decision systems. Inf. Sci. 657 (2024)
Yong Mi, Hongmei Chen, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Fast Multi-view Subspace Clustering with Balance Anchors Guidance. Pattern Recognit. 145 (2024)
Baiyang Chen, Yongxiang Li, Dezhong Peng, Hongmei Chen, Zhong Yuan
Fusing multi-scale fuzzy information to detect outliers. Inf. Fusion 103 (2024)
Yan Wu, Sihan Wang, Hongmei Chen, Dezhong Peng, Zhong Yuan
Kernelized Fuzzy-Rough Anomaly Detection. IEEE Trans. Fuzzy Syst. 32 (8) (2024)
Yong Chen, Peng Hu, Zhong Yuan, Dezhong Peng, Xu Wang
Integrating confidence calibration and adversarial robustness via adversarial calibration entropy. Inf. Sci. 668 (2024)
Jiang Chen, Xianyong Zhang, Zhong Yuan
Feature selections based on two-type overlap degrees and three-view granulation measures for k-nearest-neighbor rough sets. Pattern Recognit. 156 (2024)
Sihan Wang, Zhong Yuan, Chuan Luo, Hongmei Chen, Dezhong Peng
Exploiting fuzzy rough entropy to detect anomalies. Int. J. Approx. Reason. 165 (2024)
Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Keyu Liu, Xiaoling Yang
Heterogeneous Feature Selection Based on Neighborhood Combination Entropy. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Jiefang Jiang, Xianyong Zhang, Zhong Yuan
Multi-label feature selection using self-information in divergence-based fuzzy neighborhood rough sets. Pattern Recognit. 155 (2024)
Zhi Qin, Hongmei Chen, Tengyu Yin, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Adaptive label secondary reconstruction for missing multi-label learning. Knowl. Based Syst. 299 (2024)
Tengyu Yin, Hongmei Chen, Zhihong Wang, Keyu Liu, Zhong Yuan, Shi-Jinn Horng, Tianrui Li
Feature selection for multilabel classification with missing labels via multi-scale fusion fuzzy uncertainty measures. Pattern Recognit. 154 (2024)
Xinyu Su, Zhong Yuan, Baiyang Chen, Dezhong Peng, Hongmei Chen, Yingke Chen
Detecting anomalies with granular-ball fuzzy rough sets. Inf. Sci. 678 (2024)
Baiyang Chen, Zhong Yuan, Dezhong Peng, Xiaoliang Chen, Hongmei Chen
Consistency-guided semi-supervised outlier detection in heterogeneous data using fuzzy rough sets. Appl. Soft Comput. 165 (2024)
Xianyong Zhang, Zhong Yuan, Duoqian Miao
Outlier Detection Using Three-Way Neighborhood Characteristic Regions and Corresponding Fusion Measurement. IEEE Trans. Knowl. Data Eng. 36 (5) (2024)
Tengyu Yin, Hongmei Chen, Zhong Yuan, Binbin Sang, Shi-Jinn Horng, Tianrui Li, Chuan Luo
LEFMIFS: Label enhancement and fuzzy mutual information for robust multilabel feature selection. Eng. Appl. Artif. Intell. 133 (2024)
Jiefang Jiang, Xianyong Zhang, Zhong Yuan
Feature selection for classification with Spearman's rank correlation coefficient-based self-information in divergence-based fuzzy rough sets. Expert Syst. Appl. 249 (2024)
Pengfei Zhang, Tianrui Li, Zhong Yuan, Zhixuan Deng, Guoqiang Wang, Dexian Wang, Fan Zhang
A Possibilistic Information Fusion-Based Unsupervised Feature Selection Method Using Information Quality Measures. IEEE Trans. Fuzzy Syst. 31 (9) (2023)
Yongxiang Li, Dezhong Peng, Yong Xiang, Qingchuan Tao, Zhong Yuan
Statistically Dependent Blind Signal Separation Under Relaxed Sparsity. IEEE Signal Process. Lett. 30 (2023)
Yeshalem Gezahegn Damtew, Hongmei Chen, Zhong Yuan
Heterogeneous Ensemble Feature Selection for Network Intrusion Detection System. Int. J. Comput. Intell. Syst. 16 (1) (2023)
Zhihong Wang, Hongmei Chen, Zhong Yuan, Tianrui Li
Fuzzy-rough hybrid dimensionality reduction. Fuzzy Sets Syst. 459 (2023)
Wei Fang, Zhong Yuan, Qiongying Xue
SPM-Diffusion for Temperature Prediction. ICANN (9) (2023)
Qian Hu, Zhong Yuan, Keyun Qin, Jun Zhang
A novel outlier detection approach based on formal concept analysis. Knowl. Based Syst. 268 (2023)
Zhong Yuan, Baiyang Chen, Jia Liu, Hongmei Chen, Dezhong Peng, Peilin Li
Anomaly detection based on weighted fuzzy-rough density. Appl. Soft Comput. 134 (2023)
Jihong Wan, Hongmei Chen, Tianrui Li, Zhong Yuan, Jia Liu, Wei Huang
Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures. IEEE Trans. Cybern. 53 (2) (2023)
Chang Liu, Zhong Yuan, Baiyang Chen, Hongmei Chen, Dezhong Peng
Fuzzy granular anomaly detection using Markov random walk. Inf. Sci. 646 (2023)
Jihong Wan, Hongmei Chen, Tianrui Li, Binbin Sang, Zhong Yuan
Feature Grouping and Selection With Graph Theory in Robust Fuzzy Rough Approximation Space. IEEE Trans. Fuzzy Syst. 31 (1) (2023)
Yong Chen, Xu Wang, Peng Hu, Zhong Yuan, Dezhong Peng, Qilin Li
Learning relationship-preserving representation for multi-task adversarial attacks. Neurocomputing 554 (2023)
Tengyu Yin, Hongmei Chen, Zhong Yuan, Tianrui Li, Keyu Liu
Noise-resistant multilabel fuzzy neighborhood rough sets for feature subset selection. Inf. Sci. 621 (2023)
Zhong Yuan, Hongmei Chen, Chuan Luo, Dezhong Peng
MFGAD: Multi-fuzzy granules anomaly detection. Inf. Fusion 95 (2023)
Tengyu Yin, Hongmei Chen, Tianrui Li, Zhong Yuan, Chuan Luo
-precision fuzzy rough sets for multilabel fuzzy decision system. Fuzzy Sets Syst. 461 (2023)
Tengyu Yin, Hongmei Chen, Zhong Yuan, Jihong Wan, Keyu Liu, Shi-Jinn Horng, Tianrui Li
A Robust Multilabel Feature Selection Approach Based on Graph Structure Considering Fuzzy Dependency and Feature Interaction. IEEE Trans. Fuzzy Syst. 31 (12) (2023)
Zhihong Wang, Hongmei Chen, Zhong Yuan, Jihong Wan, Tianrui Li
Multiscale Fuzzy Entropy-Based Feature Selection. IEEE Trans. Fuzzy Syst. 31 (9) (2023)
Zhong Yuan, Hongmei Chen, Tianrui Li
Exploring interactive attribute reduction via fuzzy complementary entropy for unlabeled mixed data. Pattern Recognit. 127 (2022)
Zhong Yuan, Hongmei Chen, Tianrui Li, Xianyong Zhang, Binbin Sang
Multigranulation Relative Entropy-Based Mixed Attribute Outlier Detection in Neighborhood Systems. IEEE Trans. Syst. Man Cybern. Syst. 52 (8) (2022)
Jia Liu, Tianrui Li, Zhong Yuan, Wei Huang, Peng Xie, Qianqian Huang
Symbolic aggregate approximation based data fusion model for dangerous driving behavior detection. Inf. Sci. 609 (2022)
Zhihong Wang, Hongmei Chen, Zhong Yuan, Xiaoling Yang, Pengfei Zhang, Tianrui Li
Exploiting fuzzy rough mutual information for feature selection. Appl. Soft Comput. 131 (2022)
Zhong Yuan, Hongmei Chen, Pengfei Zhang, Jihong Wan, Tianrui Li
A Novel Unsupervised Approach to Heterogeneous Feature Selection Based on Fuzzy Mutual Information. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Zhong Yuan, Hongmei Chen, Tianrui Li, Binbin Sang, Shu Wang
Outlier Detection Based on Fuzzy Rough Granules in Mixed Attribute Data. IEEE Trans. Cybern. 52 (8) (2022)
Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Guoqiang Wang, Jia Liu, Shengdong Du
A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data. Inf. Fusion 80 (2022)
Zhong Yuan, Hongmei Chen, Tianrui Li, Zeng Yu, Binbin Sang, Chuan Luo
Unsupervised attribute reduction for mixed data based on fuzzy rough sets. Inf. Sci. 572 (2021)
Jihong Wan, Hongmei Chen, Zhong Yuan, Tianrui Li, Xiaoling Yang, Binbin Sang
A novel hybrid feature selection method considering feature interaction in neighborhood rough set. Knowl. Based Syst. 227 (2021)
Zhong Yuan, Hongmei Chen, Peng Xie, Pengfei Zhang, Jia Liu, Tianrui Li
Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions. Appl. Soft Comput. 107 (2021)
Zhong Yuan, Hongmei Chen, Xiaoling Yang, Tianrui Li, Keyu Liu
Fuzzy complementary entropy using hybrid-kernel function and its unsupervised attribute reduction. Knowl. Based Syst. 231 (2021)
Zhong Yuan, Hongmei Chen, Tianrui Li, Jia Liu, Shu Wang
Fuzzy information entropy-based adaptive approach for hybrid feature outlier detection. Fuzzy Sets Syst. 421 (2021)
Binbin Sang, Lei Yang, Hongmei Chen, Weihua Xu, Yanting Guo, Zhong Yuan
Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system. Int. J. Approx. Reason. 115 (2019)
Zhong Yuan, Xianyong Zhang, Shan Feng
Hybrid data-driven outlier detection based on neighborhood information entropy and its developmental measures. Expert Syst. Appl. 112 (2018)
Yanbing Liu, Zhong Yuan, Cong-Cong Xing, Bo Gong, Yunpeng Xiao, Hong Liu
A behavioral anomaly detection strategy based on time series process portraits for desktop virtualization systems. Clust. Comput. 18 (2) (2015)