A method for constructing the Composite Indicator of business cycles based on information granulation and Dynamic Time Warping. - Zhubin Sun; Xiaodong Liu 001; Hongyue Guo (Knowl. Based Syst., 2016)

A New Data Preprocessing Technique Based on Feature Extraction and Clustering for Complex Discrete Temperature Data. - Lingzhi Yang; Xiaojuan Ban; Zhe Chen; Hongyue Guo (IIKI, 2017)

Fuzzy time series forecasting based on information granule and neural network. - Lanlan Gu; Hongyue Guo; Xiaodong Liu 001 (Int. J. Comput. Sci. Eng., 2017)

Hidden Markov Models Based Approaches to Long-Term Prediction for Granular Time Series. - Hongyue Guo; Witold Pedrycz; Xiaodong Liu 001 (IEEE Trans. Fuzzy Syst., 2018)

Knowledge discovery and semantic learning in the framework of axiomatic fuzzy set theory. - Xiaodong Liu 001; Wenjuan Jia; Yuangang Wang; Hongyue Guo; Yan Ren 001; Zedong Li (WIREs Data Mining Knowl. Discov., 2018)

Dynamic time alignment kernel-based fuzzy clustering of non-equal length vector time series. - Hongyue Guo; Lidong Wang; Xiaodong Liu 001 (Int. J. Mach. Learn. Cybern., 2019)

Fuzzy time series forecasting based on axiomatic fuzzy set theory. - Hongyue Guo; Witold Pedrycz; Xiaodong Liu 001 (Neural Comput. Appl., 2019)

Granular rule-based modeling using the principle of justifiable granularity and boundary erosion clustering. - Fang Zhao; Hongyue Guo; Lidong Wang (Soft Comput., 2021)

Information Granulation-Based Fuzzy Clustering of Time Series. - Hongyue Guo; Lidong Wang; Xiaodong Liu 001; Witold Pedrycz (IEEE Trans. Cybern., 2021)

Rule-based models via the axiomatic fuzzy set clustering and their granular aggregation. - Fang Zhao; Gang Li; Hongyue Guo; Lidong Wang (Appl. Soft Comput., 2022)

Time series granulation-based multivariate modelling and prediction. - Mengjun Wan; Hongyue Guo; Lidong Wang (Int. J. Comput. Sci. Math., 2022)

Information granulation-based fuzzy partition in decision tree induction. - Yashuang Mu; Jiangyong Wang; Wei Wei; Hongyue Guo; Lidong Wang; Xiaodong Liu 001 (Inf. Sci., 2022)

Trend-Based Granular Representation of Time Series and its Application in Clustering. - Hongyue Guo; Lidong Wang; Xiaodong Liu 001; Witold Pedrycz (IEEE Trans. Cybern., 2022)

Hierarchical Axiomatic Fuzzy Set Granulation for Financial Time Series Clustering. - Hongyue Guo; Haibo Kuang; Lidong Wang; Xiaodong Liu 001; Witold Pedrycz (IEEE Trans. Fuzzy Syst., 2022)

Top-Down Granulation Modeling Based on the Principle of Justifiable Granularity. - Lidong Wang; Fang Zhao; Hongyue Guo; Xiaodong Liu 001; Witold Pedrycz (IEEE Trans. Fuzzy Syst., 2022)

A hybrid method of time series forecasting based on information granulation and dynamic selection strategy. - Zhipeng Ma; Hongyue Guo; Lidong Wang (J. Intell. Fuzzy Syst., 2023)

A dynamic programming-based data-adaptive information granulation approach and its distributed implementation. - Yashuang Mu; Kai Hou; Zihao Zhang; Hongyue Guo; Lidong Wang; Xiaodong Liu 001 (Appl. Intell., 2023)

Hidden Markov model-based modeling and prediction for implied volatility surface1. - Hongyue Guo; Qiqi Deng; Wenjuan Jia; Lidong Wang; Cong Sui (J. Intell. Fuzzy Syst., 2023)

Granular computing-based time series anomaly pattern detection with semantic interpretation. - Hongyue Guo; Yashuang Mu; Lidong Wang; Xiaodong Liu 001; Witold Pedrycz (Appl. Soft Comput., 2024)

Weighted Fuzzy Clustering for Time Series With Trend-Based Information Granulation. - Hongyue Guo; Mengjun Wan; Lidong Wang; Xiaodong Liu 001; Witold Pedrycz (IEEE Trans. Cybern., 2024)

Time-frequency domain based optimization of hedging strategy: Evidence from CSI 500 spot and futures. - Hongyue Guo; Yuan Xi; Fangping Yu; Cong Sui (Expert Syst. Appl., 2024)

A Distributed Information Granulation Method for Time Series Clustering. - Yashuang Mu; Tian Liu; Wenqiang Zhang; Hongyue Guo; Lidong Wang; Xiaodong Liu 001 (Concurr. Comput. Pract. Exp., 2025)

A transformer-based learning system for wart disease treatment based on axiomatic fuzzy set theory. - Wenjuan Jia; Jianshuai Zhang; Hongyue Guo; Lidong Wang; Xiaodong Liu (Netw. Model. Anal. Health Informatics Bioinform., 2025)