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2020 – today
- 2024
[j20]Hongyue Guo
, Yashuang Mu, Lidong Wang, Xiaodong Liu, Witold Pedrycz:
Granular computing-based time series anomaly pattern detection with semantic interpretation. Appl. Soft Comput. 167: 112318 (2024)- [j19]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): 121785 (2024) - [j18]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): 903-914 (2024) - 2023
- [j17]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): 24217-24236 (2023) - [j16]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): 2367-2379 (2023) - [j15]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): 12381-12394 (2023) - 2022
- [j14]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: 109692 (2022) - [j13]Mengjun Wan, Hongyue Guo, Lidong Wang:
Time series granulation-based multivariate modelling and prediction. Int. J. Comput. Sci. Math. 15(3): 258-272 (2022) - [j12]Yashuang Mu, Jiangyong Wang, Wei Wei, Hongyue Guo, Lidong Wang, Xiaodong Liu:
Information granulation-based fuzzy partition in decision tree induction. Inf. Sci. 608: 1651-1674 (2022) - [j11]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): 9101-9110 (2022) - [j10]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): 701-713 (2022) - [j9]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): 755-766 (2022) - 2021
- [j8]Fang Zhao, Hongyue Guo, Lidong Wang:
Granular rule-based modeling using the principle of justifiable granularity and boundary erosion clustering. Soft Comput. 25(14): 9013-9023 (2021) - [j7]Hongyue Guo, Lidong Wang, Xiaodong Liu, Witold Pedrycz:
Information Granulation-Based Fuzzy Clustering of Time Series. IEEE Trans. Cybern. 51(12): 6253-6261 (2021)
2010 – 2019
- 2019
- [j6]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): 3167-3179 (2019) - [j5]Hongyue Guo, Witold Pedrycz, Xiaodong Liu:
Fuzzy time series forecasting based on axiomatic fuzzy set theory. Neural Comput. Appl. 31(8): 3921-3932 (2019) - 2018
- [j4]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): 2807-2817 (2018) - [j3]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) - 2017
- [j2]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): 146-152 (2017) - [c1]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: 78-80 - 2016
- [j1]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: 135-141 (2016)
Coauthor Index
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