Chenxi Ouyang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Fuzzy Cognitive Maps

Binary And Multi Class

Decision Processes

Top Venues

IEEE Trans. Fuzzy Syst.

Pattern Recognit.

Fuzzy Sets Syst.

Publications

Zonglin Yang, Fusheng Yu, Witold Pedrycz, Huilin Yang, Yuqing Tang, Chenxi Ouyang
A Trend-Granulation-Based Fuzzy C-Means Algorithm for Clustering Interval-Valued Time Series. IEEE Trans. Fuzzy Syst. 32 (3) (2024)
Chenxi Ouyang, Fei Yang, Fusheng Yu, Witold Pedrycz, Wladyslaw Homenda, Jiaqi Chang, Qian He, Zonglin Yang
Constructing Spatial Relationship and Temporal Relationship Oriented Composite Fuzzy Cognitive Maps for Multivariate Time Series Forecasting. IEEE Trans. Fuzzy Syst. 32 (8) (2024)
Chenxi Ouyang, Fusheng Yu, Yadong Hao, Yuqing Tang, Yanan Jiang
Build interval-valued time series forecasting model with interval cognitive map trained by principle of justifiable granularity. Inf. Sci. 652 (2024)
Qian He, Fusheng Yu, Jiaqi Chang, Chenxi Ouyang
Fuzzy granular recurrence plot and quantification analysis: A novel method for classification. Pattern Recognit. 139 (2023)
Pawel Wesolowski, Kacper Walasek, Wladyslaw Homenda, Chenxi Ouyang, Fusheng Yu
Time Series Classification Based on Fuzzy Cognitive Maps and Multi-Class Decomposition with Ensembling. FUZZ (2023)
Fei Yang, Chenxi Ouyang, Fusheng Yu, Yuqing Tang, Yanan Jiang
Design Novel FCM-based Forecasting Model for Interval-valued Time Series: From Distance-metric Perspective. ISKE (2023)
Dong Qiu, Chenxi Ouyang
Optimality conditions for fuzzy optimization in several variables under generalized differentiability. Fuzzy Sets Syst. 434 (2022)