Zhe Liu

According to our database, Zhe Liu authored at least 65 papers between 2020 and 2026.

Collaborative distances:

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

2026

A Review on Multi-Types Analysis for Graph Neural Networks-Based Recommendation Systems.

Juan Liao, Aman Jantan, Wulfran Fendzi Mbasso, Omed Hassan Ahmed, Himanshu Dhumras, Jing Yang, Zhe Liu

Int. J. Comput. Intell. Syst., December, 2026

Political Response Analysis of Twitter/X Users Using Topic-Based Sentiment Analysis.

Xingsi Xue, Priyavrat Chauhan, Sachin Kumar, Himanshu Dhumras, Zhe Liu, Wenxi Liu, Thippa Reddy Gadekallu

IEEE Trans. Comput. Soc. Syst., June, 2026

How do metaheuristics exploit? A particle-level behavioral study across the CEC 2025 benchmark functions.

Wulfran Fendzi Mbasso, Ambe Harrison, Zhe Liu, Zokir Mamadiyarov, Saad F. Al-Gahtani, Zakaria M. Salem Elbarbary

Evol. Intell., June, 2026

Parameter-Free Dual-Granularity Weighted Multiview Fuzzy $c$-Means Clustering.

Zhe Liu, Jiahao Shi, Sukumar Letchmunan, Yulong Huang, Muhammet Deveci

IEEE Trans. Fuzzy Syst., March, 2026

SwarmSense-DNN: A Trustworthy and Decentralized Neural Framework for Proactive Anomaly Defense in Consumer IoT.

Jing Yang, Vijay Govindarajan, Saad Arif, Xu Xu, Mohamed Kallel, Zaffar Ahmed Shaikh, Zhe Liu, Chunhong Yuan, Lip Yee Por

IEEE Trans. Consumer Electron., February, 2026

Fractional calculus-inspired metaheuristic algorithm for solving high-dimensional constrained optimization problems.

Wulfran Fendzi Mbasso, Ambe Harrison, Idriss Dagal, Pradeep Jangir, Raman Kumar, Zhe Liu

Evol. Intell., February, 2026

Closed-loop forecast-optimize-control for renewable-rich microgrids under uncertainty: LSTM forecasting, hybrid GA-PSO dispatch, and adaptive voltage-frequency regulation.

Wulfran Fendzi Mbasso, Ambe Harrison, Zhe Liu, Zokir Mamadiyarov, Manish Kumar Singla, Raman Kumar

Sustain. Comput. Informatics Syst., 2026

New symmetric belief α-divergence and belief entropy via belief-plausibility transformation for multi-source information fusion.

Zhe Liu, Sukumar Letchmunan, Muhammet Deveci, Dragan Pamucar, Patrick Siarry

Inf. Fusion, 2026

Non-parametric double-layer locally weighted k-means clustering for multi-view data.

Zhe Liu, Jiahao Shi, Juan Liao, Wulfran Fendzi Mbasso, Mehdi Hosseinzadeh

Expert Syst. Appl., 2026

A divergence-based compromise ranking framework under interval-valued Fermatean fuzzy environment with integrated weighting for green building material selection.

Zhe Liu, Yuxu Han, Yuhan Li, Narinderjit Singh Sawaran Singh, Wulfran Fendzi Mbasso, Mehdi Hosseinzadeh

Expert Syst. Appl., 2026

A linear Diophantine fuzzy hybrid decision support system for sustainability evaluation of renewable energy resources.

Zhe Liu, Zhipeng Chen, Sukumar Letchmunan, Yulong Huang, Tapan Senapati, Dragan Pamucar

Eng. Appl. Artif. Intell., 2026

EABIF for exploration-aware metaheuristic benchmarking and behavior-triggered control (CEC-2025).

Wulfran Fendzi Mbasso, Ambe Harrison, Idriss Dagal, Pradeep Jangir, Zhe Liu, Muhammad Suhail Shaikh, Mohamed Metwally Mahmoud, Saad F. Al-Gahtani, Zakaria M. Salem Elbarbary, Pierre F. Tiako

Appl. Soft Comput., 2026

Assessing sustainable energy systems using interval-valued Fermatean fuzzy sets-based decision-making model.

Zhe Liu, Zeliang Weng, Sukumar Letchmunan, Muhammet Deveci, Yulong Huang, Dragan Pamucar, Patrick Siarry

Appl. Soft Comput., 2026

A new bi-parametric divergence measure for belief functions with application in smart manufacturing quality inspection.

Zhe Liu, Juan Liao, Wulfran Fendzi Mbasso, Laith Abualigah, Mehdi Hosseinzadeh

Appl. Soft Comput., 2026

2025

How to Characterize Imprecision in Multi-View Clustering?

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

IEEE Trans. Emerg. Top. Comput. Intell., December, 2025

A Decision-Making Method for Lung Diseases Recognition Using Generalized Complex Fermatean Fuzzy Distance and Entropy Measures.

Zhe Liu, Tapan Senapati, Dania Santina, Muhammad Kamran Jamil, Nabil Mlaiki

Int. J. Comput. Intell. Syst., December, 2025

Invface: inversion-based synthetic face recognition.

Zhifang Sun, Sukumar Letchmunan, Wulfran Fendzi Mbasso, K. Tamilselvan, Zhe Liu

Discov. Artif. Intell., December, 2025

For Forensic Analysis of Fraud Detection in Digital Payments Using MCDM-TOPSIS Technique Under New T-Spherical Fuzzy Hypersoft Similarity Measures.

Xingsi Xue, Monika, Rakesh Kumar Bajaj, Himanshu Dhumras, Zhe Liu, Dawei Qiao

IEEE Trans. Consumer Electron., November, 2025

Structure-Aware Prototype Guided Trusted Multi-View Classification.

Haojian Huang, Jiahao Shi, Zhe Liu, Harold Haodong Chen, Han Fang, Hao Sun, Zhongjiang He

CoRR, November, 2025

Multi-view alternative hard c-means clustering.

Zhe Liu, Sijia Zhu, Shen Lyu, Sukumar Letchmunan

Int. J. Data Sci. Anal., October, 2025

Correction: Novel distance measures on complex picture fuzzy environment: applications in pattern recognition, medical diagnosis and clustering.

Sijia Zhu, Zhe Liu, Sukumar Letchmunan, Gözde Ulutagay, Kifayat Ullah

J. Appl. Math. Comput., April, 2025

Novel distance measures on complex picture fuzzy environment: applications in pattern recognition, medical diagnosis and clustering.

Sijia Zhu, Zhe Liu, Sukumar Letchmunan, Gözde Ulutagay, Kifayat Ullah

J. Appl. Math. Comput., April, 2025

A systematic literature review of lightweight YOLO models for object detection.

Lili Wang, Haoliang Wang, Sukumar Letchmunan, Renhao Xiao, Omed Hassan Ahmed, Zhe Liu

PeerJ Comput. Sci., 2025

Robust multi-view fuzzy clustering with exponential transformation and automatic view weighting.

Zhe Liu, Haoye Qiu, Muhammet Deveci, Sukumar Letchmunan, Luis Martínez

Knowl. Based Syst., 2025

Contrastive learning of similarity meta-path clustering for multi-behavior recommendation.

Juan Liao, Aman Jantan, Zhe Liu, Himanshu Dhumras, Omed Hassan Ahmed

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

Self-learning adaptive power management scheme for energy-efficient IoT-MEC systems using soft actor-critic algorithm.

Amir Masoud Rahmani, Amir Haider, Komeil Moghaddasi, Farhad Soleimanian Gharehchopogh, Khursheed Aurangzeb, Zhe Liu, Mehdi Hosseinzadeh

Internet Things, 2025

New distance and similarity measures of picture fuzzy sets and applications.

Henan Li, Sijia Zhu, Zhe Liu

Intell. Decis. Technol., 2025

L2-regularization based two-way weighted neutrosophic clustering with Manhattan and Euclidean distances.

Haoye Qiu, Zhe Liu, Haojian Huang, Sukumar Letchmunan, Muhammet Deveci, Tapan Senapati

Fuzzy Sets Syst., 2025

Multi-view evidential c-means clustering with view-weight and feature-weight learning.

Zhe Liu, Haoye Qiu, Sukumar Letchmunan, Muhammet Deveci, Laith Abualigah

Fuzzy Sets Syst., 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

Integrated decision support model for selection of industrial wastewater treatment technologies.

Zhe Liu, Sukumar Letchmunan, Muhammet Deveci, Tapan Senapati, Dragan Pamucar

Expert Syst. Appl., 2025

Auto feature weighted c-means type clustering methods for color image segmentation.

Sijia Zhu, Zhe Liu, Sukumar Letchmunan, Haoye Qiu

Eng. Appl. Artif. Intell., 2025

Enhancing neighborhood-based co-clustering contrastive learning for multi-entity recommendation.

Juan Liao, Aman Jantan, Zhe Liu

Eng. Appl. Artif. Intell., 2025

A survey of Beluga whale optimization and its variants: Statistical analysis, advances, and structural reviewing.

Sang-Woong Lee, Amir Haider, Amir Masoud Rahmani, Bahman Arasteh, Farhad Soleimanian Gharehchopogh, Shengda Tang, Zhe Liu, Khursheed Aurangzeb, Mehdi Hosseinzadeh

Comput. Sci. Rev., 2025

Interval-valued Pythagorean fuzzy distance-based extended inferior ratio method for multiattribute decision-making: Application to green supplier selection in manufacturing industry.

Zhe Liu, Donglai Wang, Muhammet Deveci, Sukumar Letchmunan

Appl. Soft Comput., 2025

Railway prioritized food logistics in developing countries using fuzzy decision making under interval-valued pythagorean fuzzy environment.

Ali Atilla Arisoy, S. Jeevaraj, Ilgin Gökasar, Muhammet Deveci, Seifedine Nimer Kadry, Zhe Liu

Appl. Soft Comput., 2025

Enhancing sustainable and green building materials assessment: A picture fuzzy symmetric χ2 divergence measure-based operational competitiveness rating analysis framework.

Zhe Liu, Yuhan Li, Muhammet Deveci, Yulong Huang, Dragan Pamucar

Adv. Eng. Informatics, 2025

A Q-learning-based trust model in underwater acoustic sensor networks (UASNs).

Mehdi Hosseinzadeh, Amir Haider, Amir Masoud Rahmani, Khursheed Aurangzeb, Zhe Liu, Mohammad Sadegh Yousefpoor, Efat Yousefpoor, Sang-Woong Lee, Parisa Khoshvaght

Ad Hoc Networks, 2025

Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification.

Haojian Huang, Chuanyu Qin, Zhe Liu, Kaijing Ma, Jin Chen, Han Fang, Chao Ban, Hao Sun, Zhongjiang He

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 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

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