Xiubin Zhu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 35

Top Topics

Information Granules

Fuzzy Decision Trees

Top Venues

IEEE Trans. Fuzzy Syst.

IEEE Trans. Cybern.

Appl. Soft Comput.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Xiaoyu Han, Xiubin Zhu, Witold Pedrycz, Almetwally M. Mostafa, Zhi-Wu Li
A design of fuzzy rule-based classifier optimized through softmax function and information entropy. Appl. Soft Comput. 156 (2024)
Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li
Privacy-Preserving Realization of Fuzzy Clustering and Fuzzy Modeling Through Vertical Federated Learning. IEEE Trans. Syst. Man Cybern. Syst. 54 (2) (2024)
Dan Wang, Kai Yu, Xiubin Zhu, Zhenhua Yu
Optimal solutions to granular fuzzy relation equations with fuzzy logic operations. Appl. Soft Comput. 163 (2024)
Xiubin Zhu, Witold Pedrycz, Ting Qu, Zhiwu Li
From Numeric to Granular Models: A Quest for Error and Performance Analysis. IEEE Trans. Cybern. 54 (1) (2024)
Ge Zhang, Xiubin Zhu, Li Yin, Witold Pedrycz, Zhiwu Li
Fuzzy Prediction Model in Privacy Protection: Takagi-Sugeno Rules Model via Differential Privacy. IEEE Trans. Fuzzy Syst. 32 (6) (2024)
Tailong Jing, Witold Pedrycz, Xiubin Zhu, Giancarlo Succi, ZhiWu Li
Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means. IEEE Trans. Emerg. Top. Comput. Intell. 8 (2) (2024)
Xiubin Zhu, Xingchen Hu, Lan Yang, Witold Pedrycz, Zhiwu Li
A Development of Fuzzy-Rule-Based Regression Models Through Using Decision Trees. IEEE Trans. Fuzzy Syst. 32 (5) (2024)
Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li
Design and Development of Granular Fuzzy Rule-Based Models for Knowledge Transfer. IEEE Trans. Syst. Man Cybern. Syst. 53 (2) (2023)
Dan Wang, Xiubin Zhu, Witold Pedrycz, Adam Gacek, Aleksander Sobotnicki, Zhiwu Li
Modeling and analysis of cardioimpedance signals using polynomial models and fuzzy rule-based models. Appl. Soft Comput. 144 (2023)
Huimin Zhang, Xiubin Zhu
Development and evaluation of M + 1-way classification mechanism realized through identifying foreign patterns. Soft Comput. 27 (8) (2023)
Xiaoyu Han, Xiubin Zhu, Witold Pedrycz, Zhiwu Li
A three-way classification with fuzzy decision trees. Appl. Soft Comput. 132 (2023)
Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li
Transfer Learning Realized With Nonlinearly Transformed Input Space. IEEE Trans. Emerg. Top. Comput. 11 (2) (2023)
Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li
A Design of Granular Classifier Based on Granular Data Descriptors. IEEE Trans. Cybern. 53 (3) (2023)
Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li
Fuzzy Rule-Based Local Surrogate Models for Black-Box Model Explanation. IEEE Trans. Fuzzy Syst. 31 (6) (2023)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
Construction and Evaluation of Information Granules: From the Perspective of Clustering. IEEE Trans. Syst. Man Cybern. Syst. 52 (3) (2022)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
A Granular Approach to Interval Output Estimation for Rule-Based Fuzzy Models. IEEE Trans. Cybern. 52 (7) (2022)
Peng Nie, Xiubin Zhu, Witold Pedrycz, Zhengfeng Ming, Zhiwu Li
Optimization of Granulation-Degranulation Mechanism Through Neurocomputing. IEEE Trans. Cybern. 52 (6) (2022)
Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li
Horizontal Federated Learning of Takagi-Sugeno Fuzzy Rule-Based Models. IEEE Trans. Fuzzy Syst. 30 (9) (2022)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
A Two-Stage Approach for Constructing Type-2 Information Granules. IEEE Trans. Cybern. 52 (4) (2022)
Ge Zhang, Xiubin Zhu, Li Yin, Witold Pedrycz, Zhiwu Li
Granular data representation under privacy protection: Tradeoff between data utility and privacy via information granularity. Appl. Soft Comput. 131 (2022)
Zhidong Zhang, Xiubin Zhu, Ding Liu
Model of Gradient Boosting Random Forest Prediction. ICNSC (2022)
Dan Wang, Xiubin Zhu, Witold Pedrycz, Zhenhua Yu, Zhiwu Li
Development of Granular Fuzzy Relation Equations Based on a Subset of Data. IEEE CAA J. Autom. Sinica 8 (8) (2021)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
A Development of Hierarchically Structured Granular Models Realized Through Allocation of Information Granularity. IEEE Trans. Fuzzy Syst. 29 (12) (2021)
Dan Wang, Xiubin Zhu, Witold Pedrycz, Zhiwu Li
A randomization mechanism for realizing granular models in distributed system modeling. Knowl. Based Syst. 232 (2021)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
A Development of Granular Input Space in System Modeling. IEEE Trans. Cybern. 51 (3) (2021)
Dan Wang, Peng Nie, Xiubin Zhu, Witold Pedrycz, Zhiwu Li
Designing of higher order information granules through clustering heterogeneous granular data. Appl. Soft Comput. 112 (2021)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
Development and Analysis of Neural Networks Realized in the Presence of Granular Data. IEEE Trans. Neural Networks Learn. Syst. 31 (9) (2020)
Tianyu Liu, Xiubin Zhu, Witold Pedrycz, Zhiwu Li
A design of information granule-based under-sampling method in imbalanced data classification. Soft Comput. 24 (22) (2020)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
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. 26 (5) (2018)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
Granular Models and Granular Outliers. IEEE Trans. Fuzzy Syst. 26 (6) (2018)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
Granular Representation of Data: A Design of Families of ϵ-Information Granules. IEEE Trans. Fuzzy Syst. 26 (4) (2018)
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
Granular Data Description: Designing Ellipsoidal Information Granules. IEEE Trans. Cybern. 47 (12) (2017)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
Fuzzy clustering with nonlinearly transformed data. Appl. Soft Comput. 61 (2017)
Xiubin Zhu, Witold Pedrycz, Zhiwu Li
Granular Encoders and Decoders: A Study in Processing Information Granules. IEEE Trans. Fuzzy Syst. 25 (5) (2017)
Xiubin Zhu, Witold Pedrycz, ZhiWu Li
Granular description of data: Building information granules with the aid of the principle of justifiable granularity. FUZZ-IEEE (2016)
Xiubin Zhu
Face Representation with Local Gabor Phase Quantization. J. Networks 9 (6) (2014)
Xiyang Liu, Lei Wang, Xiubin Zhu, Zhiwen Bai, Miao Zhang, Hehui Liu
Fitness calculation approach for nested if-else construct in evolutionary testing. GECCO (2007)