Xingchen Hu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 28

Top Topics

Evolutionary Optimization

Fuzzy Clustering

Information Granules

Top Venues

Knowl. Based Syst.

Appl. Soft Comput.

IEEE Trans. Fuzzy Syst.

IEEE Trans. Cybern.

Publications

Yan Li, Xingchen Hu, Tuanfei Zhu, Jiyuan Liu, Xinwang Liu, Zhong Liu
Discriminative embedded multi-view fuzzy C-means clustering for feature-redundant and incomplete data. Inf. Sci. 677 (2024)
Xingchen Hu, Jindong Qin, Yinghua Shen, Witold Pedrycz, Xinwang Liu, Jiyuan Liu
An Efficient Federated Multiview Fuzzy C-Means Clustering Method. IEEE Trans. Fuzzy Syst. 32 (4) (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)
Keyu Wu, Xingchen Hu, Hang Du, Kuihua Huang
Adaptive wideband sensing scheme based on Bayesian experimental design. Evol. Intell. 17 (1) (2024)
Yan Li, Xingchen Hu, Witold Pedrycz, Fangjie Yang, Zhong Liu
Multivariable fuzzy rule-based models and their granular generalization: A visual interpretable framework. Appl. Soft Comput. 134 (2023)
Xingchen Hu, Xinwang Liu, Witold Pedrycz, Qing Liao, Yinghua Shen, Yan Li, Siwei Wang
Multi-View Fuzzy Classification With Subspace Clustering and Information Granules. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Xingchen Hu, Yinghua Shen, Witold Pedrycz, Xianmin Wang, Adam Gacek, Bingsheng Liu
Identification of Fuzzy Rule-Based Models With Collaborative Fuzzy Clustering. IEEE Trans. Cybern. 52 (7) (2022)
Xingchen Hu, Yinghua Shen, Witold Pedrycz, Yan Li, Guohua Wu
Granular Fuzzy Rule-Based Modeling With Incomplete Data Representation. IEEE Trans. Cybern. 52 (7) (2022)
Yan Li, Chao Chen, Xingchen Hu, Jindong Qin, Yang Ma
Fuzzy Rule-Based Models: A Design with Prototype Relocation and Granular Generalization. Inf. Sci. 562 (2021)
Xingchen Hu, Witold Pedrycz, Keyu Wu, Yinghua Shen
Information granule-based classifier: A development of granular imputation of missing data. Knowl. Based Syst. 214 (2021)
Haoran Wang, Wentao Li, Tao Zhan, Kehua Yuan, Xingchen Hu
Multi-granulation-based optimal scale selection in multi-scale information systems. Comput. Electr. Eng. 92 (2021)
Guohua Wu, Wuxuan Peng, Xingchen Hu, Rui Wang, Huangke Chen
Configuring differential evolution adaptively via path search in a directed acyclic graph for data clustering. Swarm Evol. Comput. 55 (2020)
Guangyin Jin, Qi Wang, Cunchao Zhu, Yanghe Feng, Jincai Huang, Xingchen Hu
Urban Fire Situation Forecasting: Deep sequence learning with spatio-temporal dynamics. Appl. Soft Comput. 97 (Part B) (2020)
Yinghua Shen, Witold Pedrycz, Ronei Marcos de Moraes, Xingchen Hu, Xianmin Wang, Adam Gacek
Clustering of Information Granules in Hotspot Identification. FUZZ-IEEE (2019)
Boliang Sun, Yan Li, Xingchen Hu, Guangquan Cheng, Chao Chen, Zhong Liu
Incremental Learning for Transductive SVMs. ISKE (2019)
Xingchen Hu, Witold Pedrycz, Xianmin Wang
Random ensemble of fuzzy rule-based models. Knowl. Based Syst. 181 (2019)
Keyu Wu, Zhou Zhang, Xingchen Hu, Boliang Sun, Chao Chen
Vulnerability Analysis of Wireless Sensor Networks via Maximum Flow Interdiction. IoTaaS (2019)
Xingchen Hu, Witold Pedrycz, Dianhui Wang
Fuzzy rule-based models with randomized development mechanisms. Fuzzy Sets Syst. 361 (2019)
Chao Chen, Boliang Sun, Xingchen Hu, Yan Li
Online Semi-Supervised Learning With Multiple Regularization Terms. IEEE Access 7 (2019)
Xingchen Hu, Huangke Chen, Chao Chen, Boliang Sun, Jincai Huang, Kuihua Huang
Allocation of Information Granularity: A Multi-Objective Evolutionary Optimization Using Conflict Information. FUZZ-IEEE (2019)
Xingchen Hu, Witold Pedrycz, Xianmin Wang
Fuzzy classifiers with information granules in feature space and logic-based computing. Pattern Recognit. 80 (2018)
Xingchen Hu, Witold Pedrycz, Xianmin Wang
From fuzzy rule-based models to their granular generalizations. Knowl. Based Syst. 124 (2017)
Xingchen Hu, Witold Pedrycz, Xianmin Wang
Granular Fuzzy Rule-Based Models: A Study in a Comprehensive Evaluation and Construction of Fuzzy Models. IEEE Trans. Fuzzy Syst. 25 (5) (2017)
Xingchen Hu, Witold Pedrycz, Guohua Wu, Xianmin Wang
Data reconstruction with information granules: An augmented method of fuzzy clustering. Appl. Soft Comput. 55 (2017)
Xingchen Hu, Witold Pedrycz, Xianmin Wang
Development of granular models through the design of a granular output spaces. Knowl. Based Syst. 134 (2017)
Xingchen Hu, Witold Pedrycz, Oscar Castillo, Patricia Melin
Fuzzy rule-based models with interactive rules and their granular generalization. Fuzzy Sets Syst. 307 (2017)
Xingchen Hu, Witold Pedrycz, Xianmin Wang
Optimal allocation of information granularity in system modeling through the maximization of information specificity: A development of granular input space. Appl. Soft Comput. 42 (2016)
Xingchen Hu, Witold Pedrycz, Xianmin Wang
Comparative analysis of logic operators: A perspective of statistical testing and granular computing. Int. J. Approx. Reason. 66 (2015)