| Evidential classification of incomplete instance based on K-nearest centroid neighbor Z Ma, Z Liu, C Luo, L Song Journal of Intelligent & Fuzzy Systems 41 (6), 7101-7115, 2021 | 34 | 2021 |
| Dynamic evidential clustering algorithm Z Zhang, Z Liu, A Martin, Z Liu, K Zhou Knowledge-Based Systems 213, 106643, 2021 | 30 | 2021 |
| An effective conflict management method based on belief similarity measure and entropy for multi-sensor data fusion Z Liu Artificial Intelligence Review 56 (12), 15495-15522, 2023 | 23 | 2023 |
| Credal-based fuzzy number data clustering Z Liu Granular Computing 8 (6), 1907-1924, 2023 | 18 | 2023 |
| A new uncertainty measure via belief Rényi entropy in Dempster-Shafer theory and its application to decision making Z Liu, Y Cao, X Yang, L Liu Communications in Statistics-Theory and Methods, 1-20, 2023 | 18 | 2023 |
| An intuitionistic fuzzy version of hellinger distance measure and its application to decision-making process X Li, Z Liu, X Han, N Liu, W Yuan Symmetry 15 (2), 500, 2023 | 17 | 2023 |
| A belief logarithmic similarity measure based on dempster-shafer theory and its application in multi-source data fusion H Huang, Z Liu, X Han, X Yang, L Liu Journal of Intelligent & Fuzzy Systems 45 (3), 4935-4947, 2023 | 16 | 2023 |
| Enhanced fuzzy clustering for incomplete instance with evidence combination Z Liu, S Letchmunan ACM Transactions on Knowledge Discovery from Data 18 (3), 1-20, 2024 | 15 | 2024 |
| Credal transfer learning with multi-estimation for missing data Z Ma, Z Liu, Y Zhang, L Song, J He IEEE Access 8, 70316-70328, 2020 | 15 | 2020 |
| Evidence integration credal classification algorithm versus missing data distributions Z Zhang, Z Liu, Z Ma, J He, X Zhu Information Sciences 569, 39-54, 2021 | 14 | 2021 |
| Adaptive weighted multi-view evidential clustering Z Liu, H Huang, S Letchmunan International Conference on Artificial Neural Networks, 265-277, 2023 | 13 | 2023 |
| Representing uncertainty and imprecision in machine learning: A survey on belief functions Z Liu, S Letchmunan Journal of King Saud University-Computer and Information Sciences 36 (1), 101904, 2024 | 12 | 2024 |
| Comment on “new cosine similarity and distance measures for fermatean fuzzy sets and topsis approach” Z Liu, H Huang Knowledge and Information Systems 65 (12), 5151-5157, 2023 | 12 | 2023 |
| An evidential sine similarity measure for multisensor data fusion with its applications Z Liu Granular Computing 9 (1), 4, 2024 | 11 | 2024 |
| Fermatean fuzzy similarity measures based on Tanimoto and Sørensen coefficients with applications to pattern classification, medical diagnosis and clustering analysis Z Liu Engineering Applications of Artificial Intelligence 132, 107878, 2024 | 10 | 2024 |
| A Distance Measure of Fermatean Fuzzy Sets Based on Triangular Divergence and its Application in Medical Diagnosis Z Liu Journal of Operations Intelligence 2 (1), 167-178, 2024 | 10 | 2024 |
| A new belief-based incomplete pattern unsupervised classification method Z Zhang, Z Liu, Z Ma, Y Zhang, H Wang IEEE Transactions on Knowledge and Data Engineering 34 (11), 5084-5097, 2022 | 10 | 2022 |
| A belief Sharma-Mittal divergence with its application in multi-sensor information fusion S Lyu, Z Liu Computational and Applied Mathematics 43 (1), 1-31, 2024 | 8 | 2024 |
| Distance measures of picture fuzzy sets and interval-valued picture fuzzy sets with their applications S Zhu, Z Liu AIMS Mathematics 8 (12), 29817-29848, 2023 | 7 | 2023 |
| Adaptive weighted multi-view evidential clustering with feature preference Z Liu, H Huang, S Letchmunan, M Deveci Knowledge-Based Systems 294, 111770, 2024 | 5 | 2024 |
Sukumar LetchmunanUniversiti Sains Malaysia在 cs.usm.my 的电子邮件经过验证
