Zhong Yuan

102 papers Journal 98Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
A kernelized fuzzy approximation fusion model with granular-ball computing for outlier detection.
Inf. Fusion
Yongxiang Li, Xinyu Su, Zhong Yuan, Run Ye, Dezhong Peng, Hongmei Chen
2026 J jnl
A multi-view clustering approach via anchoring high-order graphs into a low-rank tensor.
Inf. Fusion
Xi Guo, Hongmei Chen, Biao Xiang, Yong Mi, Zhong Yuan, Chuan Luo, Tianrui Li
2026 J jnl
Alzheimer's disease detection based on flexible optimal graph fusion of multimodal low rank sparse feature selection.
Inf. Fusion
Yuqian He, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2026 J jnl
Fuzzy $k$kNN Entropy and its Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
Chang Liu, Zhong Yuan, Yuan Yuan, Hongmei Chen, Dezhong Peng, Xiaomin Song
2026 J jnl
Fuzzy rough guided subspace anomaly detection in nominal data.
Pattern Recognit.
Qian Hu, Zhong Yuan, Jun Zhang, Jusheng Mi
2026 J jnl
GBNOD: Granular-ball neighborhood outlier detection.
Neurocomputing
Xinyu Su, Zheng Li, Dezhong Peng, Hongmei Chen, Zhong Yuan
2026 J jnl
GREAD: Granular relative entropy-based anomaly detection in hybrid data.
Expert Syst. Appl.
Baiyang Chen, Zhong Yuan, Dezhong Peng, Hongmei Chen
2026 J jnl
Incorporating mixed-effects into Adaptive time relation multi-task learning with longitudinal data for Alzheimer's disease progression prediction.
Appl. Soft Comput.
Linting Miao, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Tianrui Li
2026 J jnl
Multi-granularity kernelized fuzzy neighborhood-based outlier detection.
Inf. Sci.
Qilin Li, Rui Wang, Sihan Wang, Luoshu Yang, Dezhong Peng, Zhong Yuan, Xinyu Su
2026 J jnl
Multiview feature selection combining latent space and similarity structure learning.
Pattern Recognit.
Zhuowen Li, Hongmei Chen, Tengyu Yin, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2026 J jnl
Natural Neighbor Fuzzy Approximations With Granular-Ball Representation for Outlier Detection.
IEEE Trans. Knowl. Data Eng.
Xinyu Su, Zheng Li, Dezhong Peng, Hongmei Chen, Zhong Yuan
2026 J jnl
Natural granular-ball anomaly detection.
Appl. Soft Comput.
Qilin Li, Yizhi Liu, Baiyang Chen, Zhong Yuan, Dezhong Peng, Shihao Wang
2026 J jnl
Outlier detector fusing latent representation and fuzzy granule.
Inf. Process. Manag.
Xinyu Su, Shihao Wang, Wei Huang, Zheng Li, Hongmei Chen, Zhong Yuan
2026 J jnl
Partial multi-label feature selection via dual-space combination and disambiguation strategy fusion.
Pattern Recognit.
Hongkun Yang, Hongmei Chen, Biao Xiang, Zhong Yuan, Tianrui Li
2026 J jnl
Robust clean hypergraph for incomplete multi-view clustering.
Expert Syst. Appl.
Yu Chen, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2026 J jnl
Semantic-consistent hashing with complete affinity relation embedding for cross-modal retrieval.
Expert Syst. Appl.
Long Zheng, Hongmei Chen, Biao Xiang, Zhong Yuan, Shi-Jinn Horng, Tianrui Li
2026 J jnl
Similarity graph information fusion-based random walk for anomaly detection.
Inf. Sci.
Ye Zou, Shan Feng, Xiaoling Yang, Zhong Yuan
2026 J jnl
Unsupervised feature selection using bidirectional fuzzy rough divergence metrics.
Fuzzy Sets Syst.
Hongtao Gao, Lei Yang, Binbin Sang, Zhong Yuan, Wentao Li, Weihua Xu, Guoyin Wang
2025 J jnl
A general adaptive unsupervised feature selection with auto-weighting.
Neural Networks
Huming Liao, Hongmei Chen, Tengyu Yin, Zhong Yuan, Shi-Jinn Horng, Tianrui Li
2025 J jnl
Adaptive structure learning for semi-supervised feature selection with binary single-label learning.
Inf. Sci.
Huming Liao, Hongmei Chen, Tengyu Yin, Zhong Yuan, Shi-Jinn Horng, Tianrui Li
2025 J jnl
An incomplete multiview clustering approach considering missing data recovery based on consistency.
Neural Networks
Zhuowen Li, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2025 J jnl
Anomaly detection based on fuzzy neighborhood rough sets.
Inf. Sci.
Yuan Yuan, Sihan Wang, Hongmei Chen, Chuan Luo, Zhong Yuan
2025 J jnl
Anomaly detection based on improved k-nearest neighbor rough sets.
Int. J. Approx. Reason.
Xiwen Chen, Zhong Yuan, Shan Feng
2025 J jnl
Asymmetric complementary manifold hashing with category correlation for cross-modal retrieval.
Knowl. Based Syst.
Long Zheng, Hongmei Chen, Biao Xiang, Zhong Yuan, Shi-Jinn Horng, Tianrui Li
2025 J jnl
Consistency-guided semi-supervised outlier detection in heterogeneous data using fuzzy rough sets.
CoRR
Baiyang Chen, Zhong Yuan, Dezhong Peng, Xiaoliang Chen, Hongmei Chen
2025 J jnl
DFNO: Detecting Fuzzy Neighborhood Outliers.
IEEE Trans. Knowl. Data Eng.
Zhong Yuan, Peng Hu, Hongmei Chen, Yingke Chen, Qilin Li
2025 J jnl
Detecting fuzzy-rough conditional anomalies.
Inf. Sci.
Qian Hu, Zhong Yuan, Jusheng Mi, Jun Zhang
2025 J jnl
Feature selection for label distribution learning based on neighborhood fuzzy rough sets.
Appl. Soft Comput.
Zhixuan Deng, Tianrui Li, Pengfei Zhang, Keyu Liu, Zhong Yuan, Dayong Deng
2025 J jnl
Fusing multi-granular-ball fuzzy information to detect outliers.
Appl. Soft Comput.
Xinyu Su, Shitong Cheng, Dezhong Peng, Hongmei Chen, Zhong Yuan
2025 J jnl
Fuzzy multi-neighborhood entropy-based interactive feature selection for unsupervised outlier detection.
Appl. Soft Comput.
Siyu Yang, Zhong Yuan, Chuan Luo, Hongmei Chen, Dezhong Peng
2025 J jnl
GBMOD: A granular-ball mean-shift outlier detector.
Pattern Recognit.
Shitong Cheng, Xinyu Su, Baiyang Chen, Hongmei Chen, Dezhong Peng, Zhong Yuan
2025 J jnl
Granular-ball computing guided anomaly detection for hybrid attribute data.
Int. J. Mach. Learn. Cybern.
Xinyu Su, Xiwen Wang, Dezhong Peng, Hongmei Chen, Yingke Chen, Zhong Yuan
2025 J jnl
Granular-ball computing-based Random Walk for anomaly detection.
Pattern Recognit.
Sihan Wang, Zhong Yuan, Shitong Cheng, Hongmei Chen, Dezhong Peng
2025 J jnl
Granular-ball fuzzy information-based outlier detector.
Int. J. Approx. Reason.
Qilin Li, Zhong Yuan, Dezhong Peng, Xiaomin Song, Huiming Zheng, Xinyu Su
2025 J jnl
Graph diffusion with dual-distance metrics for missing multi-label feature selection.
Expert Syst. Appl.
Zhi Qin, Hongmei Chen, Tengyu Yin, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2025 J jnl
Identifying Outliers via Local Granular-Ball Density.
IEEE Trans. Neural Networks Learn. Syst.
Xinyu Su, Xiwen Wang, Dezhong Peng, Xiaomin Song, Huiming Zheng, Zhong Yuan
2025 J jnl
Integrating granular computing with density estimation for anomaly detection in high-dimensional heterogeneous data.
Inf. Sci.
Baiyang Chen, Zhong Yuan, Dezhong Peng, Xiaoliang Chen, Hongmei Chen, Yingke Chen
2025 J jnl
Joint discriminant projection with cosine weighted dynamic graph regularization for feature extraction.
Inf. Sci.
Weijia Tang, Hongmei Chen, Tengyu Yin, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2025 J jnl
Label-Informed Outlier Detection Based on Granule Density.
CoRR
Baiyang Chen, Zhong Yuan, Dezhong Peng, Hongmei Chen, Xiaomin Song, Huiming Zheng
2025 J jnl
Label-Informed Outlier Detection Based on Granule Density.
IEEE Trans. Fuzzy Syst.
Baiyang Chen, Zhong Yuan, Dezhong Peng, Hongmei Chen, Xiaomin Song, Huiming Zheng
2025 J jnl
Leveraging Fuzzy Manifold Intra-Class Correlation and Inter-Class Separability for Online Multilabel Streaming Features Analysis.
IEEE Trans. Multim.
Tengyu Yin, Hongmei Chen, Jihong Wan, Keyu Liu, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2025 J jnl
Non-convex regularized robust multimodal feature selection via self-representation learning for Alzheimer's disease diagnosis.
Eng. Appl. Artif. Intell.
Xi Guo, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2025 J jnl
Nonnegative graph embedding induced unsupervised feature selection.
Expert Syst. Appl.
Yong Mi, Hongmei Chen, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2025 J jnl
One-pass multi-view clustering based on adaptive multiple projection regression and graph learning.
Expert Syst. Appl.
Yongxin Duan, Hongmei Chen, Biao Xiang, Zhong Yuan, Shi-Jinn Horng, Tianrui Li
2025 J jnl
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy.
Int. J. Approx. Reason.
Baiyang Chen, Zhong Yuan, Zheng Liu, Dezhong Peng, Yongxiang Li, Chang Liu, Guiduo Duan
2025 J jnl
Outlier detection in mixed-attribute data: a semi-supervised approach with fuzzy approximations and relative entropy.
CoRR
Baiyang Chen, Zhong Yuan, Zheng Liu, Dezhong Peng, Yongxiang Li, Chang Liu, Guiduo Duan
2025 J jnl
QFIG: A novel attribute reduction method using conditional entropy in quantified fuzzy approximation space.
Fuzzy Sets Syst.
Lei Yang, Binbin Sang, Weihua Xu, Hongmei Chen, Zhong Yuan, Keyun Qin
2025 J jnl
TIEOD: Three-way concept-based information entropy for outlier detection.
Appl. Soft Comput.
Qian Hu, Jun Zhang, Jusheng Mi, Zhong Yuan, Meizheng Li
2025 J jnl
TMC-Net: A temporal multivariate correction network in temperature forecasting.
Expert Syst. Appl.
Wei Fang, Zhong Yuan, Binglun Wang
2025 J jnl
Unsupervised outlier detection based on multi-granularity neighborhood information.
Appl. Intell.
Yi Li, Xinyu Su, Zhong Yuan, Benwen Zhang, Jiabin Liu, Xingqiang Tan
2024 J jnl
Adaptive label secondary reconstruction for missing multi-label learning.
Knowl. Based Syst.
Zhi Qin, Hongmei Chen, Tengyu Yin, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2024 — conf
Anomaly Detection Using Fuzzy Information Entropy for Incomplete Data.
IJCRS (2)
Yuhao Tang, Chang Liu, Zhong Yuan, Chun Gong, Ning Feng, Shihao Wang
2024 J jnl
Attribute granules-based object entropy for outlier detection in nominal data.
Eng. Appl. Artif. Intell.
Chang Liu, Dezhong Peng, Hongmei Chen, Zhong Yuan
2024 J jnl
Consistency-guided semi-supervised outlier detection in heterogeneous data using fuzzy rough sets.
Appl. Soft Comput.
Baiyang Chen, Zhong Yuan, Dezhong Peng, Xiaoliang Chen, Hongmei Chen
2024 J jnl
Detecting anomalies with granular-ball fuzzy rough sets.
Inf. Sci.
Xinyu Su, Zhong Yuan, Baiyang Chen, Dezhong Peng, Hongmei Chen, Yingke Chen
2024 J jnl
Exploiting fuzzy rough entropy to detect anomalies.
Int. J. Approx. Reason.
Sihan Wang, Zhong Yuan, Chuan Luo, Hongmei Chen, Dezhong Peng
2024 J jnl
Fast Multi-view Subspace Clustering with Balance Anchors Guidance.
Pattern Recognit.
Yong Mi, Hongmei Chen, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li
2024 J jnl
Feature selection for classification with Spearman's rank correlation coefficient-based self-information in divergence-based fuzzy rough sets.
Expert Syst. Appl.
Jiefang Jiang, Xianyong Zhang, Zhong Yuan
2024 J jnl
Feature selection for multilabel classification with missing labels via multi-scale fusion fuzzy uncertainty measures.
Pattern Recognit.
Tengyu Yin, Hongmei Chen, Zhihong Wang, Keyu Liu, Zhong Yuan, Shi-Jinn Horng, Tianrui Li
2024 J jnl
Feature selections based on two-type overlap degrees and three-view granulation measures for k-nearest-neighbor rough sets.
Pattern Recognit.
Jiang Chen, Xianyong Zhang, Zhong Yuan
2024 J jnl
Fusing multi-scale fuzzy information to detect outliers.
Inf. Fusion
Baiyang Chen, Yongxiang Li, Dezhong Peng, Hongmei Chen, Zhong Yuan
2024 J jnl
Graph and text multi-modal representation learning with momentum distillation on Electronic Health Records.
Knowl. Based Syst.
Yu Cao, Xu Wang, Qian Wang, Zhong Yuan, Yongguo Shi, Dezhong Peng
2024 J jnl
Heterogeneous Feature Selection Based on Neighborhood Combination Entropy.
IEEE Trans. Neural Networks Learn. Syst.
Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Keyu Liu, Xiaoling Yang
2024 — conf
Incomplete Multi-view Clustering Based on Joint Concept Decomposition and Anchor Graph Learning.
IJCRS (2)
Zhuowen Li, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Tianrui Li
2024 J jnl
Kernelized Fuzzy-Rough Anomaly Detection.
IEEE Trans. Fuzzy Syst.
Yan Wu, Sihan Wang, Hongmei Chen, Dezhong Peng, Zhong Yuan
2024 J jnl
LEFMIFS: Label enhancement and fuzzy mutual information for robust multilabel feature selection.
Eng. Appl. Artif. Intell.
Tengyu Yin, Hongmei Chen, Zhong Yuan, Binbin Sang, Shi-Jinn Horng, Tianrui Li, Chuan Luo
2024 — conf
MFCD:A Deep Learning Method with Fuzzy Clustering for Time Series Anomaly Detection.
APWeb/WAIM (3)
Kaisheng Luo, Chang Liu, Baiyang Chen, XueDong Li, Dezhong Peng, Zhong Yuan
2024 J jnl
Multi-label feature selection using self-information in divergence-based fuzzy neighborhood rough sets.
Pattern Recognit.
Jiefang Jiang, Xianyong Zhang, Zhong Yuan
2024 J jnl
Outlier Detection Using Three-Way Neighborhood Characteristic Regions and Corresponding Fusion Measurement.
IEEE Trans. Knowl. Data Eng.
Xianyong Zhang, Zhong Yuan, Duoqian Miao
2024 J jnl
Two-dimensional improved attribute reductions based on distance granulation and condition entropy in incomplete interval-valued decision systems.
Inf. Sci.
Benwei Chen, Xianyong Zhang, Zhong Yuan
2024 J jnl
Unsupervised attribute reduction based on neighborhood dependency.
Appl. Intell.
Yi Li, Benwen Zhang, Zhong Yuan, Yuncheng Liu, Shenhong Lei, Xingqiang Tan
2023 J jnl
A Possibilistic Information Fusion-Based Unsupervised Feature Selection Method Using Information Quality Measures.
IEEE Trans. Fuzzy Syst.
Pengfei Zhang, Tianrui Li, Zhong Yuan, Zhixuan Deng, Guoqiang Wang, Dexian Wang, Fan Zhang
2023 J jnl
A Robust Multilabel Feature Selection Approach Based on Graph Structure Considering Fuzzy Dependency and Feature Interaction.
IEEE Trans. Fuzzy Syst.
Tengyu Yin, Hongmei Chen, Zhong Yuan, Jihong Wan, Keyu Liu, Shi-Jinn Horng, Tianrui Li
2023 J jnl
A novel outlier detection approach based on formal concept analysis.
Knowl. Based Syst.
Qian Hu, Zhong Yuan, Keyun Qin, Jun Zhang
2023 J jnl
Anomaly detection based on weighted fuzzy-rough density.
Appl. Soft Comput.
Zhong Yuan, Baiyang Chen, Jia Liu, Hongmei Chen, Dezhong Peng, Peilin Li
2023 J jnl
Feature Grouping and Selection With Graph Theory in Robust Fuzzy Rough Approximation Space.
IEEE Trans. Fuzzy Syst.
Jihong Wan, Hongmei Chen, Tianrui Li, Binbin Sang, Zhong Yuan
2023 J jnl
Fuzzy granular anomaly detection using Markov random walk.
Inf. Sci.
Chang Liu, Zhong Yuan, Baiyang Chen, Hongmei Chen, Dezhong Peng
2023 J jnl
Fuzzy-rough hybrid dimensionality reduction.
Fuzzy Sets Syst.
Zhihong Wang, Hongmei Chen, Zhong Yuan, Tianrui Li
2023 J jnl
Heterogeneous Ensemble Feature Selection for Network Intrusion Detection System.
Int. J. Comput. Intell. Syst.
Yeshalem Gezahegn Damtew, Hongmei Chen, Zhong Yuan
2023 J jnl
Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures.
IEEE Trans. Cybern.
Jihong Wan, Hongmei Chen, Tianrui Li, Zhong Yuan, Jia Liu, Wei Huang
2023 J jnl
Learning relationship-preserving representation for multi-task adversarial attacks.
Neurocomputing
Yong Chen, Xu Wang, Peng Hu, Zhong Yuan, Dezhong Peng, Qilin Li
2023 J jnl
MFGAD: Multi-fuzzy granules anomaly detection.
Inf. Fusion
Zhong Yuan, Hongmei Chen, Chuan Luo, Dezhong Peng
2023 J jnl
Multiscale Fuzzy Entropy-Based Feature Selection.
IEEE Trans. Fuzzy Syst.
Zhihong Wang, Hongmei Chen, Zhong Yuan, Jihong Wan, Tianrui Li
2023 J jnl
Noise-resistant multilabel fuzzy neighborhood rough sets for feature subset selection.
Inf. Sci.
Tengyu Yin, Hongmei Chen, Zhong Yuan, Tianrui Li, Keyu Liu
2023 J jnl
Robust feature selection using label enhancement and
Fuzzy Sets Syst.
Tengyu Yin, Hongmei Chen, Tianrui Li, Zhong Yuan, Chuan Luo
2023 — conf
SPM-Diffusion for Temperature Prediction.
ICANN (9)
Wei Fang, Zhong Yuan, Qiongying Xue
2023 J jnl
Statistically Dependent Blind Signal Separation Under Relaxed Sparsity.
IEEE Signal Process. Lett.
Yongxiang Li, Dezhong Peng, Yong Xiang, Qingchuan Tao, Zhong Yuan
2022 J jnl
A Novel Unsupervised Approach to Heterogeneous Feature Selection Based on Fuzzy Mutual Information.
IEEE Trans. Fuzzy Syst.
Zhong Yuan, Hongmei Chen, Pengfei Zhang, Jihong Wan, Tianrui Li
2022 J jnl
A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data.
Inf. Fusion
Pengfei Zhang, Tianrui Li, Zhong Yuan, Chuan Luo, Guoqiang Wang, Jia Liu, Shengdong Du
2022 J jnl
Exploiting fuzzy rough mutual information for feature selection.
Appl. Soft Comput.
Zhihong Wang, Hongmei Chen, Zhong Yuan, Xiaoling Yang, Pengfei Zhang, Tianrui Li
2022 J jnl
Exploring interactive attribute reduction via fuzzy complementary entropy for unlabeled mixed data.
Pattern Recognit.
Zhong Yuan, Hongmei Chen, Tianrui Li
2022 J jnl
Multigranulation Relative Entropy-Based Mixed Attribute Outlier Detection in Neighborhood Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Zhong Yuan, Hongmei Chen, Tianrui Li, Xianyong Zhang, Binbin Sang
2022 J jnl
Outlier Detection Based on Fuzzy Rough Granules in Mixed Attribute Data.
IEEE Trans. Cybern.
Zhong Yuan, Hongmei Chen, Tianrui Li, Binbin Sang, Shu Wang
2022 J jnl
Symbolic aggregate approximation based data fusion model for dangerous driving behavior detection.
Inf. Sci.
Jia Liu, Tianrui Li, Zhong Yuan, Wei Huang, Peng Xie, Qianqian Huang
2021 J jnl
A novel hybrid feature selection method considering feature interaction in neighborhood rough set.
Knowl. Based Syst.
Jihong Wan, Hongmei Chen, Zhong Yuan, Tianrui Li, Xiaoling Yang, Binbin Sang
2021 J jnl
Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions.
Appl. Soft Comput.
Zhong Yuan, Hongmei Chen, Peng Xie, Pengfei Zhang, Jia Liu, Tianrui Li
2021 J jnl
Fuzzy complementary entropy using hybrid-kernel function and its unsupervised attribute reduction.
Knowl. Based Syst.
Zhong Yuan, Hongmei Chen, Xiaoling Yang, Tianrui Li, Keyu Liu
2021 J jnl
Fuzzy information entropy-based adaptive approach for hybrid feature outlier detection.
Fuzzy Sets Syst.
Zhong Yuan, Hongmei Chen, Tianrui Li, Jia Liu, Shu Wang
2021 J jnl
Unsupervised attribute reduction for mixed data based on fuzzy rough sets.
Inf. Sci.
Zhong Yuan, Hongmei Chen, Tianrui Li, Zeng Yu, Binbin Sang, Chuan Luo
2019 J jnl
Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system.
Int. J. Approx. Reason.
Binbin Sang, Lei Yang, Hongmei Chen, Weihua Xu, Yanting Guo, Zhong Yuan
2018 J jnl
Hybrid data-driven outlier detection based on neighborhood information entropy and its developmental measures.
Expert Syst. Appl.
Zhong Yuan, Xianyong Zhang, Shan Feng
2015 J jnl
A behavioral anomaly detection strategy based on time series process portraits for desktop virtualization systems.
Clust. Comput.
Yanbing Liu, Zhong Yuan, Cong-Cong Xing, Bo Gong, Yunpeng Xiao, Hong Liu