Xiubin Zhu

44 papers A 1B 1Journal 41Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A development of coordinate-based fuzzy encoding algorithm in compression of grayscale images.
Soft Comput.
Dan Wang, Xiubin Zhu, Witold Pedrycz, Zhenhua Yu, Zhi Wu Li
2026 J jnl
FedMPS: Federated Learning in a Synergy of Multi-Level Prototype-Based Contrastive Learning and Soft Label Generation.
IEEE Trans. Neural Networks Learn. Syst.
Wenxin Yang, Xingchen Hu, Xiubin Zhu, Rouwan Wu, Witold Pedrycz, Xinwang Liu, Jincai Huang
2025 J jnl
Detecting Characteristic Points for the Analysis of Bioimpedance Signal Through a Synergy of Fuzzy Rule-Based Models and Granular Neural Networks.
IEEE Trans. Fuzzy Syst.
Dan Wang, Monika Richter, Xiubin Zhu, Witold Pedrycz, Adam Gacek, Aleksander Sobotnicki, ZhiWu Li
2025 J jnl
Measuring the Impact of Rotation Equivariance on Aerial Object Detection.
CoRR
Xiuyu Wu, Xinhao Wang, Xiubin Zhu, Lan Yang, Jiyuan Liu, Xingchen Hu
2024 J jnl
A Design of Fuzzy Rule-Based Classifier for Multiclass Classification and Its Realization in Horizontal Federated Learning.
IEEE Trans. Fuzzy Syst.
Xingchen Hu, Xiubin Zhu, Lan Yang, Witold Pedrycz, ZhiWu Li
2024 J jnl
A Development of Fuzzy-Rule-Based Regression Models Through Using Decision Trees.
IEEE Trans. Fuzzy Syst.
Xiubin Zhu, Xingchen Hu, Lan Yang, Witold Pedrycz, ZhiWu Li
2024 J jnl
A Granular Aggregation of Multifaceted Gaussian Process Models.
IEEE Trans. Fuzzy Syst.
Lan Yang, Xiubin Zhu, Witold Pedrycz, ZhiWu Li, Xingchen Hu
2024 J jnl
A design of fuzzy rule-based classifier optimized through softmax function and information entropy.
Appl. Soft Comput.
Xiaoyu Han, Xiubin Zhu, Witold Pedrycz, Almetwally M. Mostafa, Zhi-Wu Li
2024 J jnl
Application of Gradient Boosting in the Design of Fuzzy Rule-Based Regression Models.
IEEE Trans. Knowl. Data Eng.
Huimin Zhang, Xingchen Hu, Xiubin Zhu, Xinwang Liu, Witold Pedrycz
2024 J jnl
From Numeric to Granular Models: A Quest for Error and Performance Analysis.
IEEE Trans. Cybern.
Xiubin Zhu, Witold Pedrycz, Ting Qu, ZhiWu Li
2024 J jnl
Fuzzy Prediction Model in Privacy Protection: Takagi-Sugeno Rules Model via Differential Privacy.
IEEE Trans. Fuzzy Syst.
Ge Zhang, Xiubin Zhu, Li Yin, Witold Pedrycz, ZhiWu Li
2024 J jnl
Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means.
IEEE Trans. Emerg. Top. Comput. Intell.
Tailong Jing, Witold Pedrycz, Xiubin Zhu, Giancarlo Succi, ZhiWu Li
2024 J jnl
Optimal solutions to granular fuzzy relation equations with fuzzy logic operations.
Appl. Soft Comput.
Dan Wang, Kai Yu, Xiubin Zhu, Zhenhua Yu
2024 J jnl
Privacy-Preserving Realization of Fuzzy Clustering and Fuzzy Modeling Through Vertical Federated Learning.
IEEE Trans. Syst. Man Cybern. Syst.
Xiubin Zhu, Dan Wang, Witold Pedrycz, ZhiWu Li
2023 J jnl
A Design of Granular Classifier Based on Granular Data Descriptors.
IEEE Trans. Cybern.
Xiubin Zhu, Dan Wang, Witold Pedrycz, ZhiWu Li
2023 J jnl
A three-way classification with fuzzy decision trees.
Appl. Soft Comput.
Xiaoyu Han, Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2023 J jnl
Design and Development of Granular Fuzzy Rule-Based Models for Knowledge Transfer.
IEEE Trans. Syst. Man Cybern. Syst.
Xiubin Zhu, Dan Wang, Witold Pedrycz, ZhiWu Li
2023 J jnl
Development and evaluation of M + 1-way classification mechanism realized through identifying foreign patterns.
Soft Comput.
Huimin Zhang, Xiubin Zhu
2023 J jnl
Fuzzy Rule-Based Local Surrogate Models for Black-Box Model Explanation.
IEEE Trans. Fuzzy Syst.
Xiubin Zhu, Dan Wang, Witold Pedrycz, ZhiWu Li
2023 J jnl
Modeling and analysis of cardioimpedance signals using polynomial models and fuzzy rule-based models.
Appl. Soft Comput.
Dan Wang, Xiubin Zhu, Witold Pedrycz, Adam Gacek, Aleksander Sobotnicki, ZhiWu Li
2023 J jnl
Transfer Learning Realized With Nonlinearly Transformed Input Space.
IEEE Trans. Emerg. Top. Comput.
Xiubin Zhu, Dan Wang, Witold Pedrycz, ZhiWu Li
2022 J jnl
A Granular Approach to Interval Output Estimation for Rule-Based Fuzzy Models.
IEEE Trans. Cybern.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2022 J jnl
A Two-Stage Approach for Constructing Type-2 Information Granules.
IEEE Trans. Cybern.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2022 J jnl
Construction and Evaluation of Information Granules: From the Perspective of Clustering.
IEEE Trans. Syst. Man Cybern. Syst.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2022 J jnl
Granular data representation under privacy protection: Tradeoff between data utility and privacy via information granularity.
Appl. Soft Comput.
Ge Zhang, Xiubin Zhu, Li Yin, Witold Pedrycz, ZhiWu Li
2022 J jnl
Horizontal Federated Learning of Takagi-Sugeno Fuzzy Rule-Based Models.
IEEE Trans. Fuzzy Syst.
Xiubin Zhu, Dan Wang, Witold Pedrycz, ZhiWu Li
2022 — conf
Model of Gradient Boosting Random Forest Prediction.
ICNSC
Zhidong Zhang, Xiubin Zhu, Ding Liu
2022 J jnl
Optimization of Granulation-Degranulation Mechanism Through Neurocomputing.
IEEE Trans. Cybern.
Peng Nie, Xiubin Zhu, Witold Pedrycz, Zhengfeng Ming, ZhiWu Li
2021 J jnl
A Development of Granular Input Space in System Modeling.
IEEE Trans. Cybern.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2021 J jnl
A Development of Hierarchically Structured Granular Models Realized Through Allocation of Information Granularity.
IEEE Trans. Fuzzy Syst.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2021 J jnl
A randomization mechanism for realizing granular models in distributed system modeling.
Knowl. Based Syst.
Dan Wang, Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2021 J jnl
Designing of higher order information granules through clustering heterogeneous granular data.
Appl. Soft Comput.
Dan Wang, Peng Nie, Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2021 J jnl
Development of Granular Fuzzy Relation Equations Based on a Subset of Data.
IEEE CAA J. Autom. Sinica
Dan Wang, Xiubin Zhu, Witold Pedrycz, Zhenhua Yu, ZhiWu Li
2020 J jnl
A design of information granule-based under-sampling method in imbalanced data classification.
Soft Comput.
Tianyu Liu, Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2020 J jnl
Development and Analysis of Neural Networks Realized in the Presence of Granular Data.
IEEE Trans. Neural Networks Learn. Syst.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2018 J jnl
A Design of Granular Takagi-Sugeno Fuzzy Model Through the Synergy of Fuzzy Subspace Clustering and Optimal Allocation of Information Granularity.
IEEE Trans. Fuzzy Syst.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2018 J jnl
Granular Models and Granular Outliers.
IEEE Trans. Fuzzy Syst.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2018 J jnl
Granular Representation of Data: A Design of Families of ϵ-Information Granules.
IEEE Trans. Fuzzy Syst.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2017 J jnl
Fuzzy clustering with nonlinearly transformed data.
Appl. Soft Comput.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2017 J jnl
Granular Data Description: Designing Ellipsoidal Information Granules.
IEEE Trans. Cybern.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2017 J jnl
Granular Encoders and Decoders: A Study in Processing Information Granules.
IEEE Trans. Fuzzy Syst.
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2016 B conf
Granular description of data: Building information granules with the aid of the principle of justifiable granularity.
FUZZ-IEEE
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
2014 J jnl
Face Representation with Local Gabor Phase Quantization.
J. Networks
Xiubin Zhu
2007 A conf
Fitness calculation approach for nested if-else construct in evolutionary testing.
GECCO
Xiyang Liu, Lei Wang, Xiubin Zhu, Zhiwen Bai, Miao Zhang, Hehui Liu