Zhe Liu

According to our database, Zhe Liu authored at least 28 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Robust vector-weighted and matrix-weighted multi-view hard c-means clustering.

Zhe Liu, Sarah Samah Aljohani, Sijia Zhu, Tapan Senapati, Gözde Ulutagay, Salma Haque, Nabil Mlaiki

Intell. Syst. Appl., 2025

New distance measures of complex Fermatean fuzzy sets with applications in decision making and clustering problems.

Zhe Liu, Sijia Zhu, Tapan Senapati, Muhammet Deveci, Dragan Pamucar, Ronald R. Yager

Inf. Sci., 2025

Enhancements of evidential c-means algorithms: A clustering framework via feature-weight learning.

Zhe Liu, Haoye Qiu, Tapan Senapati, Mingwei Lin, Laith Abualigah, Muhammet Deveci

Expert Syst. Appl., 2025

Multi-view neutrosophic c-means clustering algorithms.

Zhe Liu, Haoye Qiu, Muhammet Deveci, Witold Pedrycz, Patrick Siarry

Expert Syst. Appl., 2025

2024

Novel Distance Measures of q-Rung Orthopair Fuzzy Sets and Their Applications.

Donglai Wang, Yige Yuan, Zhe Liu, Sijia Zhu, Zhifang Sun

Symmetry, May, 2024

Enhanced Fuzzy Clustering for Incomplete Instance with Evidence Combination.

Zhe Liu, Sukumar Letchmunan

ACM Trans. Knowl. Discov. Data, April, 2024

A belief Sharma-Mittal divergence with its application in multi-sensor information fusion.

Shen Lyu, Zhe Liu

Comput. Appl. Math., February, 2024

Representing uncertainty and imprecision in machine learning: A survey on belief functions.

Zhe Liu, Sukumar Letchmunan

J. King Saud Univ. Comput. Inf. Sci., January, 2024

Hellinger distance measures on Pythagorean fuzzy environment via their applications.

Zhe Liu

Int. J. Knowl. Based Intell. Eng. Syst., 2024

Adaptive weighted multi-view evidential clustering with feature preference.

Zhe Liu, Haojian Huang, Sukumar Letchmunan, Muhammet Deveci

Knowl. Based Syst., 2024

An effective multi-source data fusion approach based on α-divergence in belief functions theory with applications to air target recognition and fault diagnosis.

Zhe Liu, Muhammet Deveci, Dragan Pamucar, Witold Pedrycz

Inf. Fusion, 2024

Novel α-divergence measures on picture fuzzy sets and interval-valued picture fuzzy sets with diverse applications.

Sijia Zhu, Zhe Liu, Gözde Ulutagay, Muhammet Deveci, Dragan Pamucar

Eng. Appl. Artif. Intell., 2024

Fermatean fuzzy similarity measures based on Tanimoto and Sørensen coefficients with applications to pattern classification, medical diagnosis and clustering analysis.

Zhe Liu

Eng. Appl. Artif. Intell., 2024

Evidential Deep Partial Multi-View Classification With Discount Fusion.

Haojian Huang, Zhe Liu, Sukumar Letchmunan, Muhammet Deveci, Mingwei Lin, Weizhong Wang

CoRR, 2024

How to characterize imprecision in multi-view clustering?

Jinyi Xu, Zuowei Zhang, Ze Lin, Yixiang Chen, Zhe Liu, Weiping Ding

CoRR, 2024

Elementary Function-Based Fermatean Fuzzy Similarity Measures: Applications to Medical Pattern Recognition and Multi-Criteria Decision-Making.

Zhe Liu, Donglai Wang, Sukumar Letchmunan, Sarah Samah Aljohani, Nabil Mlaiki

IEEE Access, 2024

Generalized Similarity Measure for Multisensor Information Fusion via Dempster-Shafer Evidence Theory.

Zhe Liu, Ibrahim M. Hezam, Sukumar Letchmunan, Haoye Qiu, Ahmad M. Alshamrani

IEEE Access, 2024

2023

Comment on "New cosine similarity and distance measures for Fermatean fuzzy sets and TOPSIS approach".

Zhe Liu, Haojian Huang

Knowl. Inf. Syst., December, 2023

An effective conflict management method based on belief similarity measure and entropy for multi-sensor data fusion.

Zhe Liu

Artif. Intell. Rev., December, 2023

An Intuitionistic Fuzzy Version of Hellinger Distance Measure and Its Application to Decision-Making Process.

Xiang Li, Zhe Liu, Xue Han, Nan Liu, Weihua Yuan

Symmetry, February, 2023

A belief logarithmic similarity measure based on Dempster-Shafer theory and its application in multi-source data fusion.

Haojian Huang, Zhe Liu, Xue Han, Xiangli Yang, Lusi Liu

J. Intell. Fuzzy Syst., 2023

A New Belief-Based Incomplete Pattern Unsupervised Classification Method : Extended Abstract.

Zuowei Zhang, Zhe Liu, Zongfang Ma, Yiru Zhang, Hao Wang

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Adaptive Weighted Multi-view Evidential Clustering.

Zhe Liu, Haojian Huang, Sukumar Letchmunan

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

A New Belief-Based Incomplete Pattern Unsupervised Classification Method.

Zuowei Zhang, Zhe Liu, Zongfang Ma, Yiru Zhang, Hao Wang

IEEE Trans. Knowl. Data Eng., 2022

2021

Dynamic evidential clustering algorithm.

Zuo-wei Zhang, Zhe Liu, Arnaud Martin, Zhun-ga Liu, Kuang Zhou

Knowl. Based Syst., 2021

Evidential classification of incomplete instance based on K-nearest centroid neighbor.

Zongfang Ma, Zhe Liu, Chan Luo, Lin Song

J. Intell. Fuzzy Syst., 2021

Evidence integration credal classification algorithm versus missing data distributions.

Zuo-wei Zhang, Zhe Liu, Zong-fa Ma, Jihuan He, Xingyu Zhu

Inf. Sci., 2021

2020

Credal Transfer Learning With Multi-Estimation for Missing Data.

Zongfang Ma, Zhe Liu, Yiru Zhang, Lin Song, Jihuan He

IEEE Access, 2020