Hongyue Guo

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 20

Top Topics

Fuzzy Set Theory

Information Granulation

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Fuzzy Syst.

J. Intell. Fuzzy Syst.

Int. J. Comput. Sci. Eng.

Publications

Hongyue Guo, Mengjun Wan, Lidong Wang, Xiaodong Liu, Witold Pedrycz
Weighted Fuzzy Clustering for Time Series With Trend-Based Information Granulation. IEEE Trans. Cybern. 54 (2) (2024)
Hongyue Guo, Yuan Xi, Fangping Yu, Cong Sui
Time-frequency domain based optimization of hedging strategy: Evidence from CSI 500 spot and futures. Expert Syst. Appl. 238 (Part C) (2024)
Zhipeng Ma, Hongyue Guo, Lidong Wang
A hybrid method of time series forecasting based on information granulation and dynamic selection strategy. J. Intell. Fuzzy Syst. 44 (2) (2023)
Hongyue Guo, Qiqi Deng, Wenjuan Jia, Lidong Wang, Cong Sui
Hidden Markov model-based modeling and prediction for implied volatility surface1. J. Intell. Fuzzy Syst. 45 (6) (2023)
Yashuang Mu, Kai Hou, Zihao Zhang, Hongyue Guo, Lidong Wang, Xiaodong Liu
A dynamic programming-based data-adaptive information granulation approach and its distributed implementation. Appl. Intell. 53 (20) (2023)
Fang Zhao, Gang Li, Hongyue Guo, Lidong Wang
Rule-based models via the axiomatic fuzzy set clustering and their granular aggregation. Appl. Soft Comput. 130 (2022)
Hongyue Guo, Haibo Kuang, Lidong Wang, Xiaodong Liu, Witold Pedrycz
Hierarchical Axiomatic Fuzzy Set Granulation for Financial Time Series Clustering. IEEE Trans. Fuzzy Syst. 30 (3) (2022)
Hongyue Guo, Lidong Wang, Xiaodong Liu, Witold Pedrycz
Trend-Based Granular Representation of Time Series and its Application in Clustering. IEEE Trans. Cybern. 52 (9) (2022)
Mengjun Wan, Hongyue Guo, Lidong Wang
Time series granulation-based multivariate modelling and prediction. Int. J. Comput. Sci. Math. 15 (3) (2022)
Yashuang Mu, Jiangyong Wang, Wei Wei, Hongyue Guo, Lidong Wang, Xiaodong Liu
Information granulation-based fuzzy partition in decision tree induction. Inf. Sci. 608 (2022)
Lidong Wang, Fang Zhao, Hongyue Guo, Xiaodong Liu, Witold Pedrycz
Top-Down Granulation Modeling Based on the Principle of Justifiable Granularity. IEEE Trans. Fuzzy Syst. 30 (3) (2022)
Fang Zhao, Hongyue Guo, Lidong Wang
Granular rule-based modeling using the principle of justifiable granularity and boundary erosion clustering. Soft Comput. 25 (14) (2021)
Hongyue Guo, Lidong Wang, Xiaodong Liu, Witold Pedrycz
Information Granulation-Based Fuzzy Clustering of Time Series. IEEE Trans. Cybern. 51 (12) (2021)
Hongyue Guo, Lidong Wang, Xiaodong Liu
Dynamic time alignment kernel-based fuzzy clustering of non-equal length vector time series. Int. J. Mach. Learn. Cybern. 10 (11) (2019)
Hongyue Guo, Witold Pedrycz, Xiaodong Liu
Fuzzy time series forecasting based on axiomatic fuzzy set theory. Neural Comput. Appl. 31 (8) (2019)
Xiaodong Liu, Wenjuan Jia, Yuangang Wang, Hongyue Guo, Yan Ren, Zedong Li
Knowledge discovery and semantic learning in the framework of axiomatic fuzzy set theory. WIREs Data Mining Knowl. Discov. 8 (5) (2018)
Hongyue Guo, Witold Pedrycz, Xiaodong Liu
Hidden Markov Models Based Approaches to Long-Term Prediction for Granular Time Series. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Lingzhi Yang, Xiaojuan Ban, Zhe Chen, Hongyue Guo
A New Data Preprocessing Technique Based on Feature Extraction and Clustering for Complex Discrete Temperature Data. IIKI (2017)
Lanlan Gu, Hongyue Guo, Xiaodong Liu
Fuzzy time series forecasting based on information granule and neural network. Int. J. Comput. Sci. Eng. 15 (1/2) (2017)
Zhubin Sun, Xiaodong Liu, Hongyue Guo
A method for constructing the Composite Indicator of business cycles based on information granulation and Dynamic Time Warping. Knowl. Based Syst. 101 (2016)