Personal Information:
Associate professor graduate teacher
Paper Publications
- [1]Xiubin Zhu.Construction and Evaluation of Information Granules: From the Perspective of Clustering.IEEE Transactions on Systems, Man, and Cybernetics: Systems.2022,52(3):2024-2037 (IF 13.451)
- [2]Xiubin Zhu.Development and analysis of neural networks realized in the presence of granular data.IEEE Transactions on Neural Networks and Learning Systems.2020,31(9):3606-3619(IF 10.451)
- [3]Xiubin Zhu.A Design of Granular Classifier Based on Granular Data Descriptors.IEEE Transactions on Cybernetics.2021:doi：10.1109/TCYB.2021.3132636(IF 11.448)
- [4]Xiubin Zhu.A Granular Approach to Interval Output Estimation for Rule-based Fuzzy Models.IEEE transactions on Cybernetics.2020:doi：10.1109/TCYB.2020.3025668(IF 11.448)
- [5]Tianyu Liu.A design of information granule-based under-sampling method in imbalanced data classification.Soft Computing.2020,24(22):17333-17347(IF 3.643)
- [6]Xiubin Zhu.A Two-stage Approach for Constructing Type-2 Information Granules.IEEE transactions on Cybernetics.2020:doi：10.1109/TCYB.2020.2965967(IF 11.448)
- [7]Xiubin Zhu.A development of granular input space in system modeling.IEEE transactions on Cybernetics.2021,51(3):1639-1650(IF 11.448)
- [8]Xiubin Zhu.Granular data description: Designing ellipsoidal information granules.IEEE Transactions on Cybernetics.2017,47(12):4475-4484(IF 11.448)
- [9]Xiubin Zhu.Horizontal Federated Learning of Takagi-Sugeno Fuzzy Rule-based Models.IEEE Transactions on Fuzzy Systems.2021:doi：10.1109/TFUZZ.2021.3118733(IF 12.029)
- [10]Xiubin Zhu.A Development of Hierarchically Structured Granular Models Realized through Allocation of Information Granularity.IEEE Transactions on Fuzzy Systems.2020,29(12):3845-3858(IF 12.029)