Fusheng Yu

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 63

Top Topics

Fuzzy Information

Temporal Association Rules

Top Venues

IEEE Trans. Fuzzy 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)
Junjie Zhang, Shaojin Wu, Junbin Gao, Fusheng Yu, Hao Xu, Zhigang Zeng
DiffMoCa: Diffusion Model Based Multi-modality Cut and Paste. ISNN (2024)
Huilin Yang, Fusheng Yu, Witold Pedrycz, Zonglin Yang, Jiaqi Chang, Jiayin Wang
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism. Int. J. Approx. Reason. 169 (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)
Rauzan Sumara, Wladyslaw Homenda, Witold Pedrycz, Fusheng Yu
A Dictionary-Based with Stacked Ensemble Learning to Time Series Classification. ICCS (3) (2024)
Xueyan Xu, Fusheng Yu, Witold Pedrycz, Xubo Du
Multi-source fuzzy comprehensive evaluation. Appl. Soft Comput. 135 (2023)
Qian He, Fusheng Yu, Jiaqi Chang, Chenxi Ouyang
Fuzzy granular recurrence plot and quantification analysis: A novel method for classification. Pattern Recognit. 139 (2023)
Zonglin Yang, Shurong Jiang, Fusheng Yu, Witold Pedrycz, Huilin Yang, Yadong Hao
Linear Fuzzy Information-Granule-Based Fuzzy C-Means Algorithm for Clustering Time Series. IEEE Trans. Cybern. 53 (12) (2023)
Zhifang Bai, Huilin Yang, Yingying Zheng, Yuming Liu, Fusheng Yu, Lian Yu
Knowledge-Guidance Based Directed Graph Clustering. ICNC-FSKD (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)
Yingying Zheng, Fusheng Yu, Huilin Yang, Zhifang Bai, Shihu Liu
Knowledge-Guidance Based Multi-Relational Graph Spectral Clustering Using a Novel Structural Similarity Measure. ISKE (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)
Huilin Yang, Fusheng Yu, Zhifang Bai, Yingying Zheng, Jiayin Wang
With A Knowledge Adaption Mechanism: A Novel Horizontal Collaborative Fuzzy Clustering Method. ICNC-FSKD (2023)
Shixuan Qian, Huanan Pu, Fusheng Yu
A Graph Convolution Network and Fuzzy C-Means Based Human Skeleton Complement Method for Action Recognition Dataset Improvement. ISKE (2023)
Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Witold Pedrycz, Agnieszka Jastrzebska, Xiao Wang
Training Novel Adaptive Fuzzy Cognitive Map by Knowledge-Guidance Learning Mechanism for Large-Scale Time-Series Forecasting. IEEE Trans. Cybern. 53 (7) (2023)
Fusheng Yu, Xiaoping Wang, Jiang Li, Shaojin Wu, Junjie Zhang, Zhigang Zeng
Towards Complex Real-World Safety Factory Inspection: A High-Quality Dataset for Safety Clothing and Helmet Detection. CoRR (2023)
Lirun Su, Fusheng Yu, Jinjin Li, Xubo Du, Hanliang Huang
Incremental updating reduction for relation decision systems with dynamic conditional relation sets. Inf. Sci. 625 (2023)
Xiyang Yang, Fusheng Yu, Witold Pedrycz, Zhiwei Li
Clustering time series under trend-oriented fuzzy information granulation. Appl. Soft Comput. 141 (2023)
Wenqian He, Shihu Liu, Weihua Xu, Fusheng Yu, Wentao Li, Fang Li
On rough set based fuzzy clustering for graph data. Int. J. Mach. Learn. Cybern. 13 (11) (2022)
Yadong Hao, Shurong Jiang, Fusheng Yu, Wenyi Zeng, Xiao Wang, Xiyang Yang
Linear dynamic fuzzy granule based long-term forecasting model of interval-valued time series. Inf. Sci. 586 (2022)
Fang Li, Yuqing Tang, Fusheng Yu, Witold Pedrycz, Yuming Liu, Wenyi Zeng
Multilinear-Trend Fuzzy Information Granule-Based Short-Term Forecasting for Time Series. IEEE Trans. Fuzzy Syst. 30 (8) (2022)
Fusheng Yu
When Computer Vision Meets Algae. UV (2022)
Xubo Du, Fusheng Yu
A fast algorithm for mining temporal association rules in a multi-attributed graph sequence. Expert Syst. Appl. 192 (2022)
Yuqing Tang, Fusheng Yu, Witold Pedrycz, Xiyang Yang, Jiayin Wang, Shihu Liu
Building Trend Fuzzy Granulation-Based LSTM Recurrent Neural Network for Long-Term Time-Series Forecasting. IEEE Trans. Fuzzy Syst. 30 (6) (2022)
Yingjie Liu, Shihu Liu, Fusheng Yu, Xiyang Yang
Link prediction algorithm based on the initial information contribution of nodes. Inf. Sci. 608 (2022)
Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Witold Pedrycz, Yuqing Tang, Agnieszka Jastrzebska, Fang Li
The Trend-Fuzzy-Granulation-Based Adaptive Fuzzy Cognitive Map for Long-Term Time Series Forecasting. IEEE Trans. Fuzzy Syst. 30 (12) (2022)
Huanan Pu, Fusheng Yu
Kernel Principal Component Analysis Pseudoinverse Learning Algorithm. ISKE (2021)
Xi Cao, Fusheng Yu
Embedding Knowledge Graphs into Multi-vector Space. ISKE (2021)
Xiyang Yang, Fusheng Yu, Witold Pedrycz
Typical Characteristic-Based Type-2 Fuzzy C-Means Algorithm. IEEE Trans. Fuzzy Syst. 29 (5) (2021)
Fang Li, Fusheng Yu, Xiao Wang, Xiyang Yang, Shihu Liu, Yuming Liu
Integrate new cross association fuzzy logical relationships to multi-factor high-order forecasting model of time series. Int. J. Mach. Learn. Cybern. 12 (8) (2021)
Lirun Su, Fusheng Yu
Matrix approach to spanning matroids of rough sets and its application to attribute reduction. Theor. Comput. Sci. 893 (2021)
Witold Pedrycz, Wladyslaw Homenda, Agnieszka Jastrzebska, Fusheng Yu
Information Granules and Granular Models: Selected Design Investigations. FUZZ-IEEE (2020)
Rui Wang, Liyun Zhao, Fusheng Yu
Direct Neural Network Adaptive Tracking Control for Uncertain Non-Strict Feedback Systems With Nonsymmetric Dead-Zone. IEEE Access 8 (2020)
Fang Li, Fusheng Yu
Multi-factor one-order cross-association fuzzy logical relationships based forecasting models of time series. Inf. Sci. 508 (2020)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz, Fusheng Yu, Yihan Wang
Multicriteria Decision Making: Scale, Polarity, Symmetry, Interpretability. FUZZ-IEEE (2020)
Rui Wang, Yanjun Liu, Fusheng Yu, Jiayin Wang, Xiao Wang, Liyun Zhao
A novel alleviating fuzzy control algorithm for a class of nonlinear stochastic systems in pure-feedback form. Fuzzy Sets Syst. 392 (2020)
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz, Fusheng Yu
Combining Classifiers for Foreign Pattern Rejection. J. Artif. Intell. Soft Comput. Res. 10 (2) (2020)
Yining Gao, Fusheng Yu
Linear Fuzzy Information Granulation Based Classification Method for Unequal Length Time Series. ISKE (2019)
Xiao Wang, Fusheng Yu, Witold Pedrycz, Lian Yu
Clustering of interval-valued time series of unequal length based on improved dynamic time warping. Expert Syst. Appl. 125 (2019)
Longshu Liu, Fusheng Yu, Fangyang Wang
Knowledge Matching in Horizontal Collaborative Fuzzy Clustering. ICNC-FSKD (2019)
Xiao Wang, Fusheng Yu, Witold Pedrycz, Jiayin Wang
Hierarchical clustering of unequal-length time series with area-based shape distance. Soft Comput. 23 (15) (2019)
Jingyi Zhou, Jiayin Wang, Fusheng Yu, Lian Yu, Xiao Wang
A Novel Time Series Forecasting Method Based on Fuzzy Visibility Graph. ICNC-FSKD (2019)
Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Agnieszka Jastrzebska, Xiao Wang
A New Adaptive Fuzzy Cognitive Map-Based Forecasting Model for Time Series. ISKE (2019)
Qikai Guo, Fusheng Yu
Mining Temporal Association Rules of an Attributed Graph Sequence at High Conceptual Levels. ISKE (2019)
Fang Li, Huilin Yang, Fusheng Yu, Fangyang Wang, Xiao Wang
A One-factor Granular Fuzzy Logical Relationship Based Multi-point Ahead Prediction Model. ISKE (2019)
Jing Xu, Fusheng Yu, Yuming Liu, Xiao Wang
Fuzzy Partition Based Period Detection Method for Numerical Time Series. ICNC-FSKD (2019)
Xiyang Yang, Jing Zhang, Fusheng Yu, Zhiwei Li
Mathematical Programming for Piecewise Linear Representation of Discrete Time Series. ICNC-FSKD (2019)
Shihu Liu, Fusheng Yu, Patrick S. P. Wang
Granularity Approach for Multi-Criteria Decision Making About Hybrid Evaluation Information. Int. J. Pattern Recognit. Artif. Intell. 32 (11) (2018)
Ke Wang, Ping Guo, Fusheng Yu, Lingzi Duan, Yuping Wang, Hui Du
Computational Intelligence in Astronomy: A Survey. Int. J. Comput. Intell. Syst. 11 (1) (2018)
Lingzi Duan, Fusheng Yu, Witold Pedrycz, Xiao Wang, Xiyang Yang
Time-series clustering based on linear fuzzy information granules. Appl. Soft Comput. 73 (2018)
Fang Li, Fusheng Yu
A Long-association Relationship Based Forecasting Method for Time Series. ICNC-FSKD (2018)
Shurong Jiang, Jianlong Wang, Fusheng Yu
A New Knowledge-Transmission Based Horizontal Collaborative Fuzzy Clustering Algorithm for Unequal-Length Time Series. DB&IS (2018)
Shurong Jiang, Fusheng Yu
New Knowledge-Transmission Mechanisms Based Horizontal Collaborative Fuzzy Clustering Algorithms for Unequal-Length Time Series. DB&IS (Selected Papers) (2018)
Li Zhan, Fusheng Yu, Huixin Zhang
A fast algorithm for mining temporal association rules based on a new definition. ICNC-FSKD (2017)
Zebang Li, Fan Bu, Fusheng Yu
Temporal fuzzy association rules mining based on fuzzy information granulation. ICNC-FSKD (2017)
Xiyang Yang, Fusheng Yu, Witold Pedrycz
Long-term forecasting of time series based on linear fuzzy information granules and fuzzy inference system. Int. J. Approx. Reason. 81 (2017)
Shihu Liu, Liping Jia, Fusheng Yu
On Gradient Weighting Based Fuzzy Clustering for Graph Data. CIS (2017)
Xu Gao, Fusheng Yu
Trajectory clustering using a new distance based on minimum convex hull. IFSA-SCIS (2017)
Shihu Liu, Fusheng Yu, Patrick S. P. Wang
Rank Factor Granules with Fuzzy Collaborative Clustering and Factor Space Theory. Int. J. Pattern Recognit. Artif. Intell. 31 (6) (2017)
Lingzi Duan, Fusheng Yu, Li Zhan
An improved fuzzy C-means clustering algorithm. ICNC-FSKD (2016)
Xiao Wang, Fusheng Yu, Witold Pedrycz
An area-based shape distance measure of time series. Appl. Soft Comput. 48 (2016)
Deqing Li, Wenyi Zeng, Junhong Li, Fusheng Yu
Note on hesitant fuzzy prioritized weighted operators. J. Intell. Fuzzy Syst. 30 (6) (2016)
Toly Chen, T. Warren Liao, Fusheng Yu
Fuzzy Collaborative Intelligence and Systems. Int. J. Intell. Syst. 30 (6) (2015)
Xiao Wang, Fusheng Yu, Huixin Zhang, Shihu Liu, Jiayin Wang
Large-Scale Time Series Clustering Based on Fuzzy Granulation and Collaboration. Int. J. Intell. Syst. 30 (6) (2015)
Shihu Liu, Fusheng Yu
Hesitation degree-based similarity measures for intuitionistic fuzzy sets. Int. J. Inf. Commun. Technol. 6 (1) (2014)
Tauqir Ahmed Moughal, Fusheng Yu
An Automatic Unsupervised Method Based on Context-Sensitive Spectral Angle Mapper for Change Detection of Remote Sensing Images. ADMA (2014)
Wei-Hua Xu, Shihu Liu, Fusheng Yu
Knowledge Reduction in Lattice-Valued Information Systems with Interval-Valued Intuitionistic Fuzzy Decision. Int. J. Artif. Intell. Tools 22 (1) (2013)
Shihu Liu, Fusheng Yu, Weihua Xu, Wenxiu Zhang
New approach to MCDM under interval-valued intuitionistic fuzzy environment. Int. J. Mach. Learn. Cybern. 4 (6) (2013)
Xiao Wang, Fusheng Yu, Huixin Zhang
Granulation-based fuzzy clustering of large-scale time series. FSKD (2013)
Xiao Wang, Fusheng Yu, Huixin Zhang, Yuming Liu
Knowledge-Guided Clustering of Large-Scale Time Series under Wavelet Transformation. AICI (2012)
Mingxin Zhang, Keqiang Dong, Fusheng Yu
Fuzzy granulation of interval numbers. FSKD (2011)
Minghuang Li, Fusheng Yu
Semidefinite Programming-Based Method for Implementing Linear Fitting to Interval-Valued Data. Int. J. Fuzzy Syst. Appl. 1 (3) (2011)
Yang Li, Fusheng Yu
Optimized fuzzy information granulation based machine learning classification. FSKD (2010)
Xin Zhang, Xiao Wang, Shuqing Zhang, Fusheng Yu
Approximating the true domain of fuzzy inference sentence with genetic algorithm. FSKD (2010)
Fusheng Yu, Ruiqiong Cai
Optimized fuzzy information granulation of temporal data. FSKD (2010)
Fangmin Wu, Yang Li, Fusheng Yu
Fuzzy Granulation Based Forecasting of Time Series. ACFIE (2010)
Mingxin Zhang, Fusheng Yu
A New Pairwise Comparison Based Method of Ranking LR-fuzzy Numbers. AICI (2) (2010)
Ruiqiong Cai, Fusheng Yu
Fuzzy Temporal Constraints Based Fuzzy Clustering Algorithm for Temporal Dadaset. FSKD (1) (2009)
Fusheng Yu, Witold Pedrycz
The design of fuzzy information granules: Tradeoffs between specificity and experimental evidence. Appl. Soft Comput. 9 (1) (2009)
Fusheng Yu, Ruiqiong Cai, Xiaoxia Zhang
A New Method for Determining the True Value Domain of Conditional Fuzzy Inference Sentences. FSKD (1) (2008)
Fusheng Yu, Mingxin Zhang
Generalized Triangular Norms Based Product and Similarity of Fuzzy Sets. FSKD (1) (2008)
Fusheng Yu, Keqiang Dong, Fei Chen, Yongke Jiang, Wenyi Zeng
Clustering Time Series with Granular Dynamic Time Warping Method. GrC (2007)
Fusheng Yu, Juan Tang, Fangmin Wu, Qiuyan Sun
Auto-weighted Horizontal Collaboration Fuzzy Clustering. ICFIE (2007)
Fusheng Yu, Wenyi Zeng, Qiuyan Sun, Fangmin Wu, Yongke Jiang
Build Complicated Granules with Generalized Operations of Fuzzy Sets. FSKD (1) (2007)
Fusheng Yu, Juan Tang, Ruiqiong Cai
A Necessary Preprocessing in Horizontal Collaborative Fuzzy Clustering. GrC (2007)
Fusheng Yu, Fangmin Wu, Qiuyan Sun
Improving Fuzzy C-Means with Shadow Set. FSKD (1) (2007)
Fei Chen, Jie Yuan, Fusheng Yu
Finding periodicity in pseudo periodic time series and forecasting. GrC (2006)
Fusheng Yu, Fei Chen, Keqiang Dong
A granulation-based method for finding similarity between time series. GrC (2005)
Xiyang Yang, Fusheng Yu
Rival Penalized Fuzzy Competitive Learning Algorithm. ICNC (1) (2005)