Xiubin Zhu

According to our database, Xiubin Zhu authored at least 40 papers between 2007 and 2024.

Collaborative distances:

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

2024

A Granular Aggregation of Multifaceted Gaussian Process Models.

Lan Yang, Xiubin Zhu, Witold Pedrycz, Zhiwu Li, Xingchen Hu

IEEE Trans. Fuzzy Syst., December, 2024

Application of Gradient Boosting in the Design of Fuzzy Rule-Based Regression Models.

Huimin Zhang, Xingchen Hu, Xiubin Zhu, Xinwang Liu, Witold Pedrycz

IEEE Trans. Knowl. Data Eng., November, 2024

A Design of Fuzzy Rule-Based Classifier for Multiclass Classification and Its Realization in Horizontal Federated Learning.

Xingchen Hu, Xiubin Zhu, Lan Yang, Witold Pedrycz, Zhiwu Li

IEEE Trans. Fuzzy Syst., September, 2024

Fuzzy Prediction Model in Privacy Protection: Takagi-Sugeno Rules Model via Differential Privacy.

Ge Zhang, Xiubin Zhu, Li Yin, Witold Pedrycz, Zhiwu Li

IEEE Trans. Fuzzy Syst., June, 2024

A Development of Fuzzy-Rule-Based Regression Models Through Using Decision Trees.

Xiubin Zhu, Xingchen Hu, Lan Yang, Witold Pedrycz, Zhiwu Li

IEEE Trans. Fuzzy Syst., May, 2024

Linguistic Models: Optimization With the Use of Conditional Fuzzy C-Means.

Tailong Jing, Witold Pedrycz, Xiubin Zhu, Giancarlo Succi, ZhiWu Li

IEEE Trans. Emerg. Top. Comput. Intell., April, 2024

Privacy-Preserving Realization of Fuzzy Clustering and Fuzzy Modeling Through Vertical Federated Learning.

Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li

IEEE Trans. Syst. Man Cybern. Syst., February, 2024

From Numeric to Granular Models: A Quest for Error and Performance Analysis.

Xiubin Zhu, Witold Pedrycz, Ting Qu, Zhiwu Li

IEEE Trans. Cybern., January, 2024

Optimal solutions to granular fuzzy relation equations with fuzzy logic operations.

Dan Wang, Kai Yu, Xiubin Zhu, Zhenhua Yu

Appl. Soft Comput., 2024

A design of fuzzy rule-based classifier optimized through softmax function and information entropy.

Xiaoyu Han, Xiubin Zhu, Witold Pedrycz, Almetwally M. Mostafa, Zhi-Wu Li

Appl. Soft Comput., 2024

2023

Modeling and analysis of cardioimpedance signals using polynomial models and fuzzy rule-based models.

Dan Wang, Xiubin Zhu, Witold Pedrycz, Adam Gacek, Aleksander Sobotnicki, Zhiwu Li

Appl. Soft Comput., September, 2023

Fuzzy Rule-Based Local Surrogate Models for Black-Box Model Explanation.

Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li

IEEE Trans. Fuzzy Syst., June, 2023

A Design of Granular Classifier Based on Granular Data Descriptors.

Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li

IEEE Trans. Cybern., March, 2023

Design and Development of Granular Fuzzy Rule-Based Models for Knowledge Transfer.

Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li

IEEE Trans. Syst. Man Cybern. Syst., 2023

Transfer Learning Realized With Nonlinearly Transformed Input Space.

Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li

IEEE Trans. Emerg. Top. Comput., 2023

Development and evaluation of M + 1-way classification mechanism realized through identifying foreign patterns.

Huimin Zhang, Xiubin Zhu

Soft Comput., 2023

A three-way classification with fuzzy decision trees.

Xiaoyu Han, Xiubin Zhu, Witold Pedrycz, Zhiwu Li

Appl. Soft Comput., 2023

2022

Construction and Evaluation of Information Granules: From the Perspective of Clustering.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans. Syst. Man Cybern. Syst., 2022

Horizontal Federated Learning of Takagi-Sugeno Fuzzy Rule-Based Models.

Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li

IEEE Trans. Fuzzy Syst., 2022

A Two-Stage Approach for Constructing Type-2 Information Granules.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans. Cybern., 2022

A Granular Approach to Interval Output Estimation for Rule-Based Fuzzy Models.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans. Cybern., 2022

Optimization of Granulation-Degranulation Mechanism Through Neurocomputing.

Peng Nie, Xiubin Zhu, Witold Pedrycz, Zhengfeng Ming, Zhiwu Li

IEEE Trans. Cybern., 2022

Granular data representation under privacy protection: Tradeoff between data utility and privacy via information granularity.

Ge Zhang, Xiubin Zhu, Li Yin, Witold Pedrycz, Zhiwu Li

Appl. Soft Comput., 2022

Model of Gradient Boosting Random Forest Prediction.

Zhidong Zhang, Xiubin Zhu, Ding Liu

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2022

2021

A Development of Hierarchically Structured Granular Models Realized Through Allocation of Information Granularity.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans. Fuzzy Syst., 2021

A Development of Granular Input Space in System Modeling.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans. Cybern., 2021

A randomization mechanism for realizing granular models in distributed system modeling.

Dan Wang, Xiubin Zhu, Witold Pedrycz, Zhiwu Li

Knowl. Based Syst., 2021

Development of Granular Fuzzy Relation Equations Based on a Subset of Data.

Dan Wang, Xiubin Zhu, Witold Pedrycz, Zhenhua Yu, Zhiwu Li

IEEE CAA J. Autom. Sinica, 2021

Designing of higher order information granules through clustering heterogeneous granular data.

Dan Wang, Peng Nie, Xiubin Zhu, Witold Pedrycz, Zhiwu Li

Appl. Soft Comput., 2021

2020

Development and Analysis of Neural Networks Realized in the Presence of Granular Data.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans. Neural Networks Learn. Syst., 2020

A design of information granule-based under-sampling method in imbalanced data classification.

Tianyu Liu, Xiubin Zhu, Witold Pedrycz, Zhiwu Li

Soft Comput., 2020

2018

Granular Models and Granular Outliers.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans. Fuzzy Syst., 2018

A Design of Granular Takagi-Sugeno Fuzzy Model Through the Synergy of Fuzzy Subspace Clustering and Optimal Allocation of Information Granularity.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans. Fuzzy Syst., 2018

Granular Representation of Data: A Design of Families of ϵ-Information Granules.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans. Fuzzy Syst., 2018

2017

Granular Encoders and Decoders: A Study in Processing Information Granules.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans. Fuzzy Syst., 2017

Granular Data Description: Designing Ellipsoidal Information Granules.

Xiubin Zhu, Witold Pedrycz, ZhiWu Li

IEEE Trans. Cybern., 2017

Fuzzy clustering with nonlinearly transformed data.

Xiubin Zhu, Witold Pedrycz, Zhiwu Li

Appl. Soft Comput., 2017

2016

Granular description of data: Building information granules with the aid of the principle of justifiable granularity.

Xiubin Zhu, Witold Pedrycz, ZhiWu Li

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

2014

Face Representation with Local Gabor Phase Quantization.

Xiubin Zhu

J. Networks, 2014

2007

Fitness calculation approach for nested if-else construct in evolutionary testing.

Xiyang Liu, Lei Wang, Xiubin Zhu, Zhiwen Bai, Miao Zhang, Hehui Liu

Proceedings of the Genetic and Evolutionary Computation Conference, 2007