Hongmei Chen

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 36

Top Topics

Fuzzy Rough Sets

Detecting Anomalies

Orthogonal Basis

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)
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)
Duanzhang Li, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Dual space-based fuzzy graphs and orthogonal basis clustering for unsupervised feature selection. Pattern Recognit. 155 (2024)
Yan Wu, Sihan Wang, Hongmei Chen, Dezhong Peng, Zhong Yuan
Kernelized Fuzzy-Rough Anomaly Detection. IEEE Trans. Fuzzy Syst. 32 (8) (2024)
Xiaoling Yang, Hongmei Chen, Tianrui Li, Yiyu Yao
Geodesic Fuzzy Rough Sets for Discriminant Feature Extraction. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Sihan Wang, Zhong Yuan, Chuan Luo, Hongmei Chen, Dezhong Peng
Exploiting fuzzy rough entropy to detect anomalies. Int. J. Approx. Reason. 165 (2024)
Jihong Wan, Xiaoping Li, Hongmei Chen
Multi-Correlation Collaborative Computation for Featrue Selection with Uncertainty Measures. ACM TUR-C (2024)
Huming Liao, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Sparse orthogonal supervised feature selection with global redundancy minimization, label scaling, and robustness. Inf. Sci. 666 (2024)
Yong Yang, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Sparse low-redundancy multilabel feature selection based on dynamic local structure preservation and triple graphs exploration. Expert Syst. Appl. 242 (2024)
Huming Liao, Hongmei Chen, Tengyu Yin, Shi-Jinn Horng, Tianrui Li
Adaptive orthogonal semi-supervised feature selection with reliable label matrix learning. Inf. Process. Manag. 61 (4) (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)
Yu Luo, Hongmei Chen, Tengyu Yin, Shi-Jinn Horng, Tianrui Li
Dual hypergraphs with feature weighted and latent space learning for the diagnosis of Alzheimer's disease. Inf. Fusion 112 (2024)
Zelong Wang, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Joint subspace reconstruction and label correlation for multi-label feature selection. Appl. Intell. 54 (1) (2024)
Ronggang Cai, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Multi-view clustering via pseudo-label guide learning and latent graph structure recovery. Pattern Recognit. 151 (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)
Ronggang Cai, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Feature-guided multi-view clustering by jointing local subspace label learning and global label learning. Expert Syst. Appl. 252 (2024)
Duanzhang Li, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Unsupervised feature selection via dual space-based low redundancy scores and extended OLSDA. Inf. Sci. 662 (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)
Zhi Qin, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Multi-label Feature selection with adaptive graph learning and label information enhancement. Knowl. Based Syst. 285 (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)
Tengyu Yin, Hongmei Chen, Jihong Wan, Pengfei Zhang, Shi-Jinn Horng, Tianrui Li
Exploiting feature multi-correlations for multilabel feature selection in robust multi-neighborhood fuzzy β covering space. Inf. Fusion 104 (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)
Yong Mi, Hongmei Chen, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Unsupervised feature selection with high-order similarity learning. Knowl. Based Syst. 285 (2024)
Bo Xiong, Hongmei Chen, Tianrui Li, Xiaoling Yang
Robust multi-view clustering in latent low-rank space with discrepancy induction. Appl. Intell. 53 (20) (2023)
Thi-Van Nguyen, Shi-Jinn Horng, Dinh-Trung Vu, Hongmei Chen, Tianrui Li
LAWNet: A Lightweight Attention-Based Deep Learning Model for Wrist Vein Verification in Smartphones Using RGB Images. IEEE Trans. Instrum. Meas. 72 (2023)
Jihong Wan, Hongmei Chen, Tianrui Li, Min Li, Xiaoling Yang
High-order interaction feature selection for classification learning: A robust knowledge metric perspective. Pattern Recognit. 143 (2023)
Zhanyun Zhang, Chuan Luo, Tianrui Li, Hongmei Chen, Dun Liu
A Novel Online Multi-label Feature Selection Approach for Multi-dimensional Streaming Data. CICAI (2) (2023)
Binbin Sang, Weihua Xu, Hongmei Chen, Tianrui Li
Active Antinoise Fuzzy Dominance Rough Feature Selection Using Adaptive K-Nearest Neighbors. IEEE Trans. Fuzzy Syst. 31 (11) (2023)
Yong Yang, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Multi-label feature selection based on stable label relevance and label-specific features. Inf. Sci. 648 (2023)
Mengshi Huang, Hongmei Chen, Yong Mi, Chuan Luo, Shi-Jinn Horng, Tianrui Li
Joint sparse latent representation learning and dual manifold regularization for unsupervised feature selection. Knowl. Based Syst. 282 (2023)
Guoqiang Wang, Pengfei Zhang, Dexian Wang, Hongmei Chen, Tianrui Li
Fast attribute reduction via inconsistent equivalence classes for large-scale data. Int. J. Approx. Reason. 163 (2023)
Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi
Large-Scale Meta-Heuristic Feature Selection Based on BPSO Assisted Rough Hypercuboid Approach. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (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)
Keyu Liu, Tianrui Li, Xibei Yang, Hongmei Chen, Jie Wang, Zhixuan Deng
SemiFREE: Semisupervised Feature Selection With Fuzzy Relevance and Redundancy. IEEE Trans. Fuzzy Syst. 31 (10) (2023)
Zhihong Wang, Hongmei Chen, Zhong Yuan, Jihong Wan, Tianrui Li
Multiscale Fuzzy Entropy-Based Feature Selection. IEEE Trans. Fuzzy Syst. 31 (9) (2023)