| Hybrid data-driven outlier detection based on neighborhood information entropy and its developmental measures Z Yuan, X Zhang, S Feng Expert Systems with Applications 112, 243-257, 2018 | 78 | 2018 |
| Attribute reduction methods in fuzzy rough set theory: An overview, comparative experiments, and new directions Z Yuan, H Chen, P Xie, P Zhang, J Liu, T Li Applied Soft Computing 107, 107353, 2021 | 70 | 2021 |
| A novel hybrid feature selection method considering feature interaction in neighborhood rough set J Wan, H Chen, Z Yuan, T Li, X Yang, BB Sang Knowledge-Based Systems 227, 107167, 2021 | 66 | 2021 |
| Unsupervised attribute reduction for mixed data based on fuzzy rough sets Z Yuan, H Chen, T Li, Z Yu, B Sang, C Luo Information Sciences 572, 67-87, 2021 | 60 | 2021 |
| A data-level fusion model for unsupervised attribute selection in multi-source homogeneous data P Zhang, T Li, Z Yuan, C Luo, G Wang, J Liu, S Du Information Fusion 80, 87-103, 2022 | 53 | 2022 |
| Fuzzy information entropy-based adaptive approach for hybrid feature outlier detection Z Yuan, H Chen, T Li, J Liu, S Wang Fuzzy Sets and Systems 421, 1-28, 2021 | 51 | 2021 |
| Heterogeneous feature selection based on neighborhood combination entropy P Zhang, T Li, Z Yuan, C Luo, K Liu, X Yang IEEE Transactions on Neural Networks and Learning Systems, 2022 | 39 | 2022 |
| Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system B Sang, L Yang, H Chen, W Xu, Y Guo, Z Yuan International Journal of Approximate Reasoning 115, 157-179, 2019 | 37 | 2019 |
| Interactive and complementary feature selection via fuzzy multigranularity uncertainty measures J Wan, H Chen, T Li, Z Yuan, J Liu, W Huang IEEE Transactions on Cybernetics 53 (2), 1208-1221, 2021 | 35 | 2021 |
| Outlier detection based on fuzzy rough granules in mixed attribute data Z Yuan, H Chen, T Li, B Sang, S Wang IEEE Transactions on Cybernetics 52 (8), 8399-8412, 2021 | 35 | 2021 |
| Noise-resistant multilabel fuzzy neighborhood rough sets for feature subset selection T Yin, H Chen, Z Yuan, T Li, K Liu Information Sciences 621, 200-226, 2023 | 31 | 2023 |
| A novel unsupervised approach to heterogeneous feature selection based on fuzzy mutual information Z Yuan, H Chen, P Zhang, J Wan, T Li IEEE Transactions on fuzzy systems 30 (9), 3395-3409, 2021 | 31 | 2021 |
| Anomaly detection based on weighted fuzzy-rough density Z Yuan, B Chen, J Liu, H Chen, D Peng, P Li Applied Soft Computing 134, 109995, 2023 | 30 | 2023 |
| Feature grouping and selection with graph theory in robust fuzzy rough approximation space J Wan, H Chen, T Li, B Sang, Z Yuan IEEE Transactions on Fuzzy Systems 31 (1), 213-225, 2022 | 28 | 2022 |
| Exploring interactive attribute reduction via fuzzy complementary entropy for unlabeled mixed data Z Yuan, H Chen, T Li Pattern Recognition 127, 108651, 2022 | 24 | 2022 |
| Fuzzy complementary entropy using hybrid-kernel function and its unsupervised attribute reduction Z Yuan, H Chen, X Yang, T Li, K Liu Knowledge-based systems 231, 107398, 2021 | 22 | 2021 |
| MFGAD: Multi-fuzzy granules anomaly detection Z Yuan, H Chen, C Luo, D Peng Information Fusion 95, 17-25, 2023 | 20 | 2023 |
| A possibilistic information fusion-based unsupervised feature selection method using information quality measures P Zhang, T Li, Z Yuan, Z Deng, G Wang, D Wang, F Zhang IEEE Transactions on Fuzzy Systems, 2023 | 20 | 2023 |
| Multigranulation relative entropy-based mixed attribute outlier detection in neighborhood systems Z Yuan, H Chen, T Li, X Zhang, B Sang IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (8), 5175-5187, 2021 | 20 | 2021 |
| Outlier detection using three-way neighborhood characteristic regions and corresponding fusion measurement X Zhang, Z Yuan, D Miao IEEE Transactions on Knowledge and Data Engineering, 2023 | 16 | 2023 |
Tianrui LiSchool of Computing and Artificial Intelligence, Southwest Jiaotong UniversityVerified email at swjtu.edu.cn
