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2020 – today
- 2026
[j81]Hongtao Gao
, Lei Yang, Binbin Sang, Zhong Yuan, Wentao Li, Weihua Xu, Guoyin Wang:
Unsupervised feature selection using bidirectional fuzzy rough divergence metrics. Fuzzy Sets Syst. 523: 109631 (2026)- [j80]Yuqian He, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li:
Alzheimer's disease detection based on flexible optimal graph fusion of multimodal low rank sparse feature selection. Inf. Fusion 125: 103486 (2026) - [j79]Yongxiang Li, Xinyu Su, Zhong Yuan, Run Ye, Dezhong Peng, Hongmei Chen:
A kernelized fuzzy approximation fusion model with granular-ball computing for outlier detection. Inf. Fusion 127: 103716 (2026) - [j78]Zhuowen Li, Hongmei Chen, Tengyu Yin, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li:
Multiview feature selection combining latent space and similarity structure learning. Pattern Recognit. 169: 111874 (2026) - 2025
- [j77]Yi Li, Xinyu Su, Zhong Yuan, Benwen Zhang, Jiabin Liu, Xingqiang Tan:
Unsupervised outlier detection based on multi-granularity neighborhood information. Appl. Intell. 55(10): 751 (2025) - [j76]Zhixuan Deng, Tianrui Li, Pengfei Zhang, Keyu Liu, Zhong Yuan, Dayong Deng:
Feature selection for label distribution learning based on neighborhood fuzzy rough sets. Appl. Soft Comput. 169: 112542 (2025) - [j75]Siyu Yang, Zhong Yuan, Chuan Luo, Hongmei Chen, Dezhong Peng:
Fuzzy multi-neighborhood entropy-based interactive feature selection for unsupervised outlier detection. Appl. Soft Comput. 169: 112572 (2025) - [j74]Qian Hu, Jun Zhang, Jusheng Mi, Zhong Yuan, Meizheng Li:
TIEOD: Three-way concept-based information entropy for outlier detection. Appl. Soft Comput. 170: 112642 (2025) - [j73]Xinyu Su, Shitong Cheng, Dezhong Peng, Hongmei Chen, Zhong Yuan:
Fusing multi-granular-ball fuzzy information to detect outliers. Appl. Soft Comput. 175: 113045 (2025) - [j72]Xi Guo, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li:
Non-convex regularized robust multimodal feature selection via self-representation learning for Alzheimer's disease diagnosis. Eng. Appl. Artif. Intell. 162: 112770 (2025) - [j71]Zhi Qin, Hongmei Chen, Tengyu Yin, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li:
Graph diffusion with dual-distance metrics for missing multi-label feature selection. Expert Syst. Appl. 271: 126662 (2025) - [j70]Wei Fang, Zhong Yuan, Binglun Wang:
TMC-Net: A temporal multivariate correction network in temperature forecasting. Expert Syst. Appl. 274: 127015 (2025) - [j69]Yong Mi, Hongmei Chen, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li:
Nonnegative graph embedding induced unsupervised feature selection. Expert Syst. Appl. 282: 127664 (2025) - [j68]Yongxin Duan, Hongmei Chen, Biao Xiang, Zhong Yuan, Shi-Jinn Horng, Tianrui Li:
One-pass multi-view clustering based on adaptive multiple projection regression and graph learning. Expert Syst. Appl. 294: 128757 (2025) - [j67]Lei Yang, Binbin Sang, Weihua Xu, Hongmei Chen, Zhong Yuan, Keyun Qin:
QFIG: A novel attribute reduction method using conditional entropy in quantified fuzzy approximation space. Fuzzy Sets Syst. 516: 109443 (2025) - [j66]Xiwen Chen, Zhong Yuan, Shan Feng:
Anomaly detection based on improved k-nearest neighbor rough sets. Int. J. Approx. Reason. 176: 109323 (2025) - [j65]Baiyang Chen, Zhong Yuan, Zheng Liu, Dezhong Peng, Yongxiang Li, Chang Liu, Guiduo Duan:
Outlier detection in mixed-attribute data: A semi-supervised approach with fuzzy approximations and relative entropy. Int. J. Approx. Reason. 179: 109373 (2025) - [j64]Qilin Li, Zhong Yuan, Dezhong Peng, Xiaomin Song, Huiming Zheng, Xinyu Su:
Granular-ball fuzzy information-based outlier detector. Int. J. Approx. Reason. 185: 109473 (2025) - [j63]Qian Hu, Zhong Yuan, Jusheng Mi, Jun Zhang:
Detecting fuzzy-rough conditional anomalies. Inf. Sci. 690: 121560 (2025) - [j62]Baiyang Chen, Zhong Yuan, Dezhong Peng, Xiaoliang Chen, Hongmei Chen, Yingke Chen:
Integrating granular computing with density estimation for anomaly detection in high-dimensional heterogeneous data. Inf. Sci. 690: 121566 (2025) - [j61]Weijia Tang, Hongmei Chen, Tengyu Yin, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li:
Joint discriminant projection with cosine weighted dynamic graph regularization for feature extraction. Inf. Sci. 705: 121987 (2025) - [j60]Yuan Yuan, Sihan Wang, Hongmei Chen, Chuan Luo, Zhong Yuan:
Anomaly detection based on fuzzy neighborhood rough sets. Inf. Sci. 709: 122075 (2025) - [j59]Huming Liao, Hongmei Chen, Tengyu Yin, Zhong Yuan, Shi-Jinn Horng, Tianrui Li:
Adaptive structure learning for semi-supervised feature selection with binary single-label learning. Inf. Sci. 720: 122498 (2025) - [j58]Xinyu Su, Xiwen Wang, Dezhong Peng, Hongmei Chen, Yingke Chen, Zhong Yuan:
Granular-ball computing guided anomaly detection for hybrid attribute data. Int. J. Mach. Learn. Cybern. 16(5-6): 2869-2884 (2025) - [j57]Huming Liao, Hongmei Chen, Tengyu Yin, Zhong Yuan, Shi-Jinn Horng, Tianrui Li:
A general adaptive unsupervised feature selection with auto-weighting. Neural Networks 181: 106840 (2025) - [j56]Zhuowen Li, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li:
An incomplete multiview clustering approach considering missing data recovery based on consistency. Neural Networks 191: 107836 (2025) - [j55]Shitong Cheng, Xinyu Su, Baiyang Chen, Hongmei Chen, Dezhong Peng, Zhong Yuan:
GBMOD: A granular-ball mean-shift outlier detector. Pattern Recognit. 159: 111115 (2025) - [j54]Sihan Wang, Zhong Yuan, Shitong Cheng, Hongmei Chen, Dezhong Peng:
Granular-ball computing-based Random Walk for anomaly detection. Pattern Recognit. 165: 111588 (2025) - [j53]Baiyang Chen, Zhong Yuan, Dezhong Peng, Hongmei Chen, Xiaomin Song, Huiming Zheng:
Label-Informed Outlier Detection Based on Granule Density. IEEE Trans. Fuzzy Syst. 33(4): 1391-1401 (2025) - [j52]Zhong Yuan, Peng Hu, Hongmei Chen, Yingke Chen, Qilin Li:
DFNO: Detecting Fuzzy Neighborhood Outliers. IEEE Trans. Knowl. Data Eng. 37(1): 200-209 (2025) - [j51]Tengyu Yin, Hongmei Chen, Jihong Wan, Keyu Liu, Zhong Yuan, Chuan Luo, Shi-Jinn Horng, Tianrui Li:
Leveraging Fuzzy Manifold Intra-Class Correlation and Inter-Class Separability for Online Multilabel Streaming Features Analysis. IEEE Trans. Multim. 27: 6933-6948 (2025) - [j50]Xinyu Su, Xiwen Wang, Dezhong Peng, Xiaomin Song, Huiming Zheng, Zhong Yuan:
Identifying Outliers via Local Granular-Ball Density. IEEE Trans. Neural Networks Learn. Syst. 36(10): 18956-18967 (2025) - 2024
- [j49]Yi Li, Benwen Zhang, Zhong Yuan, Yuncheng Liu, Shenhong Lei, Xingqiang Tan:
Unsupervised attribute reduction based on neighborhood dependency. Appl. Intell. 54(21): 10653-10670 (2024) - [j48]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: 112070 (2024) - [j47]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: 108108 (2024) - [j46]Chang Liu, Dezhong Peng, Hongmei Chen, Zhong Yuan:
Attribute granules-based object entropy for outlier detection in nominal data. Eng. Appl. Artif. Intell. 133: 108198 (2024) - [j45]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: 123633 (2024) - [j44]Sihan Wang, Zhong Yuan, Chuan Luo, Hongmei Chen, Dezhong Peng:
Exploiting fuzzy rough entropy to detect anomalies. Int. J. Approx. Reason. 165: 109087 (2024) - [j43]Baiyang Chen, Yongxiang Li, Dezhong Peng, Hongmei Chen, Zhong Yuan:
Fusing multi-scale fuzzy information to detect outliers. Inf. Fusion 103: 102133 (2024) - [j42]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: 119910 (2024) - [j41]Yong Chen, Peng Hu, Zhong Yuan, Dezhong Peng, Xu Wang:
Integrating confidence calibration and adversarial robustness via adversarial calibration entropy. Inf. Sci. 668: 120532 (2024) - [j40]Xinyu Su, Zhong Yuan, Baiyang Chen, Dezhong Peng, Hongmei Chen, Yingke Chen:
Detecting anomalies with granular-ball fuzzy rough sets. Inf. Sci. 678: 121016 (2024) - [j39]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: 112019 (2024) - [j38]Yu Cao, Xu Wang, Qian Wang, Zhong Yuan, Yongguo Shi, Dezhong Peng:
Graph and text multi-modal representation learning with momentum distillation on Electronic Health Records. Knowl. Based Syst. 302: 112373 (2024) - [j37]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: 109895 (2024) - [j36]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: 110580 (2024) - [j35]Jiefang Jiang, Xianyong Zhang, Zhong Yuan:
Multi-label feature selection using self-information in divergence-based fuzzy neighborhood rough sets. Pattern Recognit. 155: 110684 (2024) - [j34]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: 110837 (2024) - [j33]Yan Wu, Sihan Wang, Hongmei Chen, Dezhong Peng, Zhong Yuan:
Kernelized Fuzzy-Rough Anomaly Detection. IEEE Trans. Fuzzy Syst. 32(8): 4285-4296 (2024) - [j32]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): 2082-2095 (2024) - [j31]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): 3514-3527 (2024) - [c4]Kaisheng Luo, Chang Liu, Baiyang Chen, Xuedong Li, Dezhong Peng, Zhong Yuan:
MFCD:A Deep Learning Method with Fuzzy Clustering for Time Series Anomaly Detection. APWeb/WAIM (3) 2024: 62-77 - [c3]Yuhao Tang, Chang Liu, Zhong Yuan, Chun Gong, Ning Feng, Shihao Wang:
Anomaly Detection Using Fuzzy Information Entropy for Incomplete Data. IJCRS (2) 2024: 140-162 - [c2]Zhuowen Li, Hongmei Chen, Biao Xiang, Zhong Yuan, Chuan Luo, Tianrui Li:
Incomplete Multi-view Clustering Based on Joint Concept Decomposition and Anchor Graph Learning. IJCRS (2) 2024: 335-349 - 2023
- [j30]Zhong Yuan, Baiyang Chen, Jia Liu, Hongmei Chen, Dezhong Peng, Peilin Li:
Anomaly detection based on weighted fuzzy-rough density. Appl. Soft Comput. 134: 109995 (2023) - [j29]Zhihong Wang, Hongmei Chen, Zhong Yuan, Tianrui Li:
Fuzzy-rough hybrid dimensionality reduction. Fuzzy Sets Syst. 459: 95-117 (2023) - [j28]Tengyu Yin, Hongmei Chen, Tianrui Li, Zhong Yuan, Chuan Luo:
Robust feature selection using label enhancement and β-precision fuzzy rough sets for multilabel fuzzy decision system. Fuzzy Sets Syst. 461: 108462 (2023) - [j27]Yeshalem Gezahegn Damtew, Hongmei Chen, Zhong Yuan:
Heterogeneous Ensemble Feature Selection for Network Intrusion Detection System. Int. J. Comput. Intell. Syst. 16(1): 9 (2023) - [j26]Yong Chen, Xu Wang, Peng Hu, Zhong Yuan, Dezhong Peng, Qilin Li:
Learning relationship-preserving representation for multi-task adversarial attacks. Neurocomputing 554: 126580 (2023) - [j25]Zhong Yuan, Hongmei Chen, Chuan Luo, Dezhong Peng:
MFGAD: Multi-fuzzy granules anomaly detection. Inf. Fusion 95: 17-25 (2023) - [j24]Tengyu Yin, Hongmei Chen, Zhong Yuan, Tianrui Li, Keyu Liu:
Noise-resistant multilabel fuzzy neighborhood rough sets for feature subset selection. Inf. Sci. 621: 200-226 (2023) - [j23]Chang Liu, Zhong Yuan, Baiyang Chen, Hongmei Chen, Dezhong Peng:
Fuzzy granular anomaly detection using Markov random walk. Inf. Sci. 646: 119400 (2023) - [j22]Qian Hu, Zhong Yuan, Keyun Qin, Jun Zhang:
A novel outlier detection approach based on formal concept analysis. Knowl. Based Syst. 268: 110486 (2023) - [j21]Yongxiang Li, Dezhong Peng, Yong Xiang, Qingchuan Tao, Zhong Yuan:
Statistically Dependent Blind Signal Separation Under Relaxed Sparsity. IEEE Signal Process. Lett. 30: 598-602 (2023) - [j20]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): 1208-1221 (2023) - [j19]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): 213-225 (2023) - [j18]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): 2975-2988 (2023) - [j17]Zhihong Wang, Hongmei Chen, Zhong Yuan, Jihong Wan, Tianrui Li:
Multiscale Fuzzy Entropy-Based Feature Selection. IEEE Trans. Fuzzy Syst. 31(9): 3248-3262 (2023) - [j16]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): 4516-4528 (2023) - [c1]Wei Fang, Zhong Yuan, Qiongying Xue:
SPM-Diffusion for Temperature Prediction. ICANN (9) 2023: 374-387 - 2022
- [j15]Zhihong Wang, Hongmei Chen, Zhong Yuan, Xiaoling Yang, Pengfei Zhang, Tianrui Li:
Exploiting fuzzy rough mutual information for feature selection. Appl. Soft Comput. 131: 109769 (2022) - [j14]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: 87-103 (2022) - [j13]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: 626-643 (2022) - [j12]Zhong Yuan, Hongmei Chen, Tianrui Li:
Exploring interactive attribute reduction via fuzzy complementary entropy for unlabeled mixed data. Pattern Recognit. 127: 108651 (2022) - [j11]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): 8399-8412 (2022) - [j10]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): 3395-3409 (2022) - [j9]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): 5175-5187 (2022) - 2021
- [j8]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: 107353 (2021) - [j7]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: 1-28 (2021) - [j6]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: 67-87 (2021) - [j5]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: 107167 (2021) - [j4]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: 107398 (2021)
2010 – 2019
- 2019
- [j3]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: 157-179 (2019) - 2018
- [j2]Zhong Yuan, Xianyong Zhang, Shan Feng:
Hybrid data-driven outlier detection based on neighborhood information entropy and its developmental measures. Expert Syst. Appl. 112: 243-257 (2018) - 2015
- [j1]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): 979-988 (2015)
Coauthor Index
[j80] [j79] [j78] [j75] [j73] [j72] [j71] [j69] [j68] [j67] [j62] [j61] [j60] [j59] [j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j48] [j47] [j46] [j44] [j43] [j40] [j39] [j37] [j36] [j33] [c2] [j30] [j29] [j28] [j27] [j25] [j24] [j23] [j20] [j19] [j17] [j16] [j15] [j12] [j11] [j10] [j9] [j8] [j7] [j6] [j5] [j4] [j3]
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