Fusheng Yu

104 papers B 2C 3Misc 14Journal 54Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
A matroid-induced dependence space-based approach to attribute reduction in decision systems.
Appl. Intell.
Lirun Su, Fusheng Yu
2026 J jnl
Interval-valued matrix factorization and knowledge-guided clustering for trust-aware cross-domain recommendation systems.
Inf. Fusion
Jiaqi Chang, Fusheng Yu
2025 J jnl
An interval-valued matrix factorization based trust-aware collaborative filtering algorithm for recommendation systems.
Inf. Sci.
Jiaqi Chang, Fusheng Yu, Chenxi Ouyang, Huilin Yang, Qian He, Lian Yu
2025 J jnl
Causalities-multiplicity oriented joint interval-trend fuzzy information granulation for interval-valued time series multi-step forecasting.
Inf. Sci.
Yuqing Tang, Fusheng Yu, Wenyi Zeng, Chenxi Ouyang, Yanan Jiang, Yuming Liu
2025 J jnl
Design linear fuzzy information granule-based two-layer fuzzy cognitive map for long-term time series forecasting.
Inf. Sci.
Fei Yang, Chenxi Ouyang, Fusheng Yu
2025 J jnl
Equipping high-order fuzzy cognitive map with interpretable weights for multivariate time series forecasting.
Appl. Soft Comput.
Chenxi Ouyang, Fusheng Yu, Fei Yang
2025 J jnl
Knowledge-guided clustering based algorithm for cross-domain recommendation problems with partially overlapping users and multiple source-domains.
Expert Syst. Appl.
Jiaqi Chang, Fusheng Yu
2025 J jnl
Multi-view clustering based on pairwise co-regularization and robust dual graph non-negative matrix factorization.
Neurocomputing
Huiguo Tang, Shihu Liu, Yi Tang, Fusheng Yu
2025 — conf
Time Series Classification with MuRBE: The Multiple Representation-Based Ensembles.
ISD
Rauzan Sumara, Wladyslaw Homenda, Witold Pedrycz, Fusheng Yu
2025 J jnl
Trend-pattern unlimited fuzzy information granule-based LSTM model for long-term time-series forecasting.
Int. J. Approx. Reason.
Yanan Jiang, Fusheng Yu, Yuqing Tang, Chenxi Ouyang, Fangyi Li
2024 — conf
A Dictionary-Based with Stacked Ensemble Learning to Time Series Classification.
ICCS (3)
Rauzan Sumara, Wladyslaw Homenda, Witold Pedrycz, Fusheng Yu
2024 J jnl
A Trend-Granulation-Based Fuzzy C-Means Algorithm for Clustering Interval-Valued Time Series.
IEEE Trans. Fuzzy Syst.
Zonglin Yang, Fusheng Yu, Witold Pedrycz, Huilin Yang, Yuqing Tang, Chenxi Ouyang
2024 J jnl
An auto-weighted enhanced horizontal collaborative fuzzy clustering algorithm with knowledge adaption mechanism.
Int. J. Approx. Reason.
Huilin Yang, Fusheng Yu, Witold Pedrycz, Zonglin Yang, Jiaqi Chang, Jiayin Wang
2024 J jnl
An improved method for retinal vessel segmentation in U-Net.
Multim. Tools Appl.
Chunyang Li, Zhigang Li, Fusheng Yu, Weikang Liu
2024 J jnl
Build interval-valued time series forecasting model with interval cognitive map trained by principle of justifiable granularity.
Inf. Sci.
Chenxi Ouyang, Fusheng Yu, Yadong Hao, Yuqing Tang, Yanan Jiang
2024 J jnl
Constructing Spatial Relationship and Temporal Relationship Oriented Composite Fuzzy Cognitive Maps for Multivariate Time Series Forecasting.
IEEE Trans. Fuzzy Syst.
Chenxi Ouyang, Fei Yang, Fusheng Yu, Witold Pedrycz, Wladyslaw Homenda, Jiaqi Chang, Qian He, Zonglin Yang
2024 J jnl
Design Trend Fuzzy Granulation-Based Three-Layer Fuzzy Cognitive Map for Long-Term Forecasting of Multivariate Time Series.
IEEE Trans. Fuzzy Syst.
Fei Yang, Fusheng Yu, Chenxi Ouyang, Yuqing Tang
2024 C conf
DiffMoCa: Diffusion Model Based Multi-modality Cut and Paste.
ISNN
Junjie Zhang, Shaojin Wu, Junbin Gao, Fusheng Yu, Hao Xu, Zhigang Zeng
2024 J jnl
Oriented to a multi-learning mode: Establishing trend-fuzzy-granule-based LSTM neural networks for time series forecasting.
Appl. Soft Comput.
Yuqing Tang, Fusheng Yu, Witold Pedrycz, Fang Li, Chenxi Ouyang
2024 J jnl
Synergizing Two Types of Fuzzy Information Granules for Accurate and Interpretable Multistep Forecasting of Time Series.
IEEE Trans. Fuzzy Syst.
Yuqing Tang, Fusheng Yu, Witold Pedrycz
2023 Misc conf
A Graph Convolution Network and Fuzzy C-Means Based Human Skeleton Complement Method for Action Recognition Dataset Improvement.
ISKE
Shixuan Qian, Huanan Pu, Fusheng Yu
2023 J jnl
Clustering time series under trend-oriented fuzzy information granulation.
Appl. Soft Comput.
Xiyang Yang, Fusheng Yu, Witold Pedrycz, Zhiwei Li
2023 Misc conf
Design Novel FCM-based Forecasting Model for Interval-valued Time Series: From Distance-metric Perspective.
ISKE
Fei Yang, Chenxi Ouyang, Fusheng Yu, Yuqing Tang, Yanan Jiang
2023 J jnl
Fuzzy granular recurrence plot and quantification analysis: A novel method for classification.
Pattern Recognit.
Qian He, Fusheng Yu, Jiaqi Chang, Chenxi Ouyang
2023 J jnl
Incremental updating reduction for relation decision systems with dynamic conditional relation sets.
Inf. Sci.
Lirun Su, Fusheng Yu, Jinjin Li, Xubo Du, Hanliang Huang
2023 — conf
Knowledge-Guidance Based Directed Graph Clustering.
ICNC-FSKD
Zhifang Bai, Huilin Yang, Yingying Zheng, Yuming Liu, Fusheng Yu, Lian Yu
2023 Misc conf
Knowledge-Guidance Based Multi-Relational Graph Spectral Clustering Using a Novel Structural Similarity Measure.
ISKE
Yingying Zheng, Fusheng Yu, Huilin Yang, Zhifang Bai, Shihu Liu
2023 J jnl
Linear Fuzzy Information-Granule-Based Fuzzy C-Means Algorithm for Clustering Time Series.
IEEE Trans. Cybern.
Zonglin Yang, Shurong Jiang, Fusheng Yu, Witold Pedrycz, Huilin Yang, Yadong Hao
2023 J jnl
Multi-source fuzzy comprehensive evaluation.
Appl. Soft Comput.
Xueyan Xu, Fusheng Yu, Witold Pedrycz, Xubo Du
2023 — conf
Time Series Classification Based on Fuzzy Cognitive Maps and Multi-Class Decomposition with Ensembling.
FUZZ
Pawel Wesolowski, Kacper Walasek, Wladyslaw Homenda, Chenxi Ouyang, Fusheng Yu
2023 J jnl
Towards Complex Real-World Safety Factory Inspection: A High-Quality Dataset for Safety Clothing and Helmet Detection.
CoRR
Fusheng Yu, Xiaoping Wang, Jiang Li, Shaojin Wu, Junjie Zhang, Zhigang Zeng
2023 J jnl
Training Novel Adaptive Fuzzy Cognitive Map by Knowledge-Guidance Learning Mechanism for Large-Scale Time-Series Forecasting.
IEEE Trans. Cybern.
Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Witold Pedrycz, Agnieszka Jastrzebska, Xiao Wang
2023 — conf
With A Knowledge Adaption Mechanism: A Novel Horizontal Collaborative Fuzzy Clustering Method.
ICNC-FSKD
Huilin Yang, Fusheng Yu, Zhifang Bai, Yingying Zheng, Jiayin Wang
2022 J jnl
A fast algorithm for mining temporal association rules in a multi-attributed graph sequence.
Expert Syst. Appl.
Xubo Du, Fusheng Yu
2022 J jnl
Building Trend Fuzzy Granulation-Based LSTM Recurrent Neural Network for Long-Term Time-Series Forecasting.
IEEE Trans. Fuzzy Syst.
Yuqing Tang, Fusheng Yu, Witold Pedrycz, Xiyang Yang, Jiayin Wang, Shihu Liu
2022 J jnl
Linear dynamic fuzzy granule based long-term forecasting model of interval-valued time series.
Inf. Sci.
Yadong Hao, Shurong Jiang, Fusheng Yu, Wenyi Zeng, Xiao Wang, Xiyang Yang
2022 J jnl
Link prediction algorithm based on the initial information contribution of nodes.
Inf. Sci.
Yingjie Liu, Shihu Liu, Fusheng Yu, Xiyang Yang
2022 J jnl
Multilinear-Trend Fuzzy Information Granule-Based Short-Term Forecasting for Time Series.
IEEE Trans. Fuzzy Syst.
Fang Li, Yuqing Tang, Fusheng Yu, Witold Pedrycz, Yuming Liu, Wenyi Zeng
2022 J jnl
On rough set based fuzzy clustering for graph data.
Int. J. Mach. Learn. Cybern.
Wenqian He, Shihu Liu, Weihua Xu, Fusheng Yu, Wentao Li, Fang Li
2022 J jnl
The Trend-Fuzzy-Granulation-Based Adaptive Fuzzy Cognitive Map for Long-Term Time Series Forecasting.
IEEE Trans. Fuzzy Syst.
Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Witold Pedrycz, Yuqing Tang, Agnieszka Jastrzebska, Fang Li
2022 — conf
When Computer Vision Meets Algae.
UV
Fusheng Yu
2021 Misc conf
Embedding Knowledge Graphs into Multi-vector Space.
ISKE
Xi Cao, Fusheng Yu
2021 J jnl
Integrate new cross association fuzzy logical relationships to multi-factor high-order forecasting model of time series.
Int. J. Mach. Learn. Cybern.
Fang Li, Fusheng Yu, Xiao Wang, Xiyang Yang, Shihu Liu, Yuming Liu
2021 Misc conf
Kernel Principal Component Analysis Pseudoinverse Learning Algorithm.
ISKE
Huanan Pu, Fusheng Yu
2021 J jnl
Matrix approach to spanning matroids of rough sets and its application to attribute reduction.
Theor. Comput. Sci.
Lirun Su, Fusheng Yu
2021 J jnl
Typical Characteristic-Based Type-2 Fuzzy C-Means Algorithm.
IEEE Trans. Fuzzy Syst.
Xiyang Yang, Fusheng Yu, Witold Pedrycz
2020 J jnl
A novel alleviating fuzzy control algorithm for a class of nonlinear stochastic systems in pure-feedback form.
Fuzzy Sets Syst.
Rui Wang, Yanjun Liu, Fusheng Yu, Jiayin Wang, Xiao Wang, Liyun Zhao
2020 J jnl
Combining Classifiers for Foreign Pattern Rejection.
J. Artif. Intell. Soft Comput. Res.
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz, Fusheng Yu
2020 J jnl
Direct Neural Network Adaptive Tracking Control for Uncertain Non-Strict Feedback Systems With Nonsymmetric Dead-Zone.
IEEE Access
Rui Wang, Liyun Zhao, Fusheng Yu
2020 B conf
Information Granules and Granular Models: Selected Design Investigations.
FUZZ-IEEE
Witold Pedrycz, Wladyslaw Homenda, Agnieszka Jastrzebska, Fusheng Yu
2020 J jnl
Multi-factor one-order cross-association fuzzy logical relationships based forecasting models of time series.
Inf. Sci.
Fang Li, Fusheng Yu
2020 B conf
Multicriteria Decision Making: Scale, Polarity, Symmetry, Interpretability.
FUZZ-IEEE
Wladyslaw Homenda, Agnieszka Jastrzebska, Witold Pedrycz, Fusheng Yu, Yihan Wang
2019 Misc conf
A New Adaptive Fuzzy Cognitive Map-Based Forecasting Model for Time Series.
ISKE
Yihan Wang, Fusheng Yu, Wladyslaw Homenda, Agnieszka Jastrzebska, Xiao Wang
2019 — conf
A Novel Time Series Forecasting Method Based on Fuzzy Visibility Graph.
ICNC-FSKD
Jingyi Zhou, Jiayin Wang, Fusheng Yu, Lian Yu, Xiao Wang
2019 Misc conf
A One-factor Granular Fuzzy Logical Relationship Based Multi-point Ahead Prediction Model.
ISKE
Fang Li, Huilin Yang, Fusheng Yu, Fangyang Wang, Xiao Wang
2019 J jnl
Clustering of interval-valued time series of unequal length based on improved dynamic time warping.
Expert Syst. Appl.
Xiao Wang, Fusheng Yu, Witold Pedrycz, Lian Yu
2019 — conf
Fuzzy Partition Based Period Detection Method for Numerical Time Series.
ICNC-FSKD
Jing Xu, Fusheng Yu, Yuming Liu, Xiao Wang
2019 J jnl
Hierarchical clustering of unequal-length time series with area-based shape distance.
Soft Comput.
Xiao Wang, Fusheng Yu, Witold Pedrycz, Jiayin Wang
2019 — conf
Knowledge Matching in Horizontal Collaborative Fuzzy Clustering.
ICNC-FSKD
Longshu Liu, Fusheng Yu, Fangyang Wang
2019 Misc conf
Linear Fuzzy Information Granulation Based Classification Method for Unequal Length Time Series.
ISKE
Yining Gao, Fusheng Yu
2019 — conf
Mathematical Programming for Piecewise Linear Representation of Discrete Time Series.
ICNC-FSKD
Xiyang Yang, Jing Zhang, Fusheng Yu, Zhiwei Li
2019 Misc conf
Mining Temporal Association Rules of an Attributed Graph Sequence at High Conceptual Levels.
ISKE
Qikai Guo, Fusheng Yu
2018 — conf
A Long-association Relationship Based Forecasting Method for Time Series.
ICNC-FSKD
Fang Li, Fusheng Yu
2018 Misc conf
A New Knowledge-Transmission Based Horizontal Collaborative Fuzzy Clustering Algorithm for Unequal-Length Time Series.
DB&IS
Shurong Jiang, Jianlong Wang, Fusheng Yu
2018 J jnl
Computational Intelligence in Astronomy: A Survey.
Int. J. Comput. Intell. Syst.
Ke Wang, Ping Guo, Fusheng Yu, Lingzi Duan, Yuping Wang, Hui Du
2018 J jnl
Granularity Approach for Multi-Criteria Decision Making About Hybrid Evaluation Information.
Int. J. Pattern Recognit. Artif. Intell.
Shihu Liu, Fusheng Yu, Patrick S. P. Wang
2018 — conf
New Knowledge-Transmission Mechanisms Based Horizontal Collaborative Fuzzy Clustering Algorithms for Unequal-Length Time Series.
DB&IS (Selected Papers)
Shurong Jiang, Fusheng Yu
2018 J jnl
Time-series clustering based on linear fuzzy information granules.
Appl. Soft Comput.
Lingzi Duan, Fusheng Yu, Witold Pedrycz, Xiao Wang, Xiyang Yang
2017 — conf
A fast algorithm for mining temporal association rules based on a new definition.
ICNC-FSKD
Li Zhan, Fusheng Yu, Huixin Zhang
2017 J jnl
Long-term forecasting of time series based on linear fuzzy information granules and fuzzy inference system.
Int. J. Approx. Reason.
Xiyang Yang, Fusheng Yu, Witold Pedrycz
2017 C conf
On Gradient Weighting Based Fuzzy Clustering for Graph Data.
CIS
Shihu Liu, Liping Jia, Fusheng Yu
2017 J jnl
Rank Factor Granules with Fuzzy Collaborative Clustering and Factor Space Theory.
Int. J. Pattern Recognit. Artif. Intell.
Shihu Liu, Fusheng Yu, Patrick S. P. Wang
2017 — conf
Temporal fuzzy association rules mining based on fuzzy information granulation.
ICNC-FSKD
Zebang Li, Fan Bu, Fusheng Yu
2017 — conf
Trajectory clustering using a new distance based on minimum convex hull.
IFSA-SCIS
Xu Gao, Fusheng Yu
2016 J jnl
An area-based shape distance measure of time series.
Appl. Soft Comput.
Xiao Wang, Fusheng Yu, Witold Pedrycz
2016 — conf
An improved fuzzy C-means clustering algorithm.
ICNC-FSKD
Lingzi Duan, Fusheng Yu, Li Zhan
2016 J jnl
Note on hesitant fuzzy prioritized weighted operators.
J. Intell. Fuzzy Syst.
Deqing Li, Wenyi Zeng, Junhong Li, Fusheng Yu
2015 J jnl
Fuzzy Collaborative Intelligence and Systems.
Int. J. Intell. Syst.
Toly Chen, T. Warren Liao, Fusheng Yu
2015 J jnl
Large-Scale Time Series Clustering Based on Fuzzy Granulation and Collaboration.
Int. J. Intell. Syst.
Xiao Wang, Fusheng Yu, Huixin Zhang, Shihu Liu, Jiayin Wang
2014 C conf
An Automatic Unsupervised Method Based on Context-Sensitive Spectral Angle Mapper for Change Detection of Remote Sensing Images.
ADMA
Tauqir Ahmed Moughal, Fusheng Yu
2014 J jnl
Hesitation degree-based similarity measures for intuitionistic fuzzy sets.
Int. J. Inf. Commun. Technol.
Shihu Liu, Fusheng Yu
2013 — conf
Granulation-based fuzzy clustering of large-scale time series.
FSKD
Xiao Wang, Fusheng Yu, Huixin Zhang
2013 J jnl
Knowledge Reduction in Lattice-Valued Information Systems with Interval-Valued Intuitionistic Fuzzy Decision.
Int. J. Artif. Intell. Tools
Wei-Hua Xu, Shihu Liu, Fusheng Yu
2013 J jnl
New approach to MCDM under interval-valued intuitionistic fuzzy environment.
Int. J. Mach. Learn. Cybern.
Shihu Liu, Fusheng Yu, Weihua Xu, Wenxiu Zhang
2012 — conf
Knowledge-Guided Clustering of Large-Scale Time Series under Wavelet Transformation.
AICI
Xiao Wang, Fusheng Yu, Huixin Zhang, Yuming Liu
2011 — conf
Fuzzy granulation of interval numbers.
FSKD
Mingxin Zhang, Keqiang Dong, Fusheng Yu
2011 J jnl
Semidefinite Programming-Based Method for Implementing Linear Fitting to Interval-Valued Data.
Int. J. Fuzzy Syst. Appl.
Minghuang Li, Fusheng Yu
2010 — conf
A New Pairwise Comparison Based Method of Ranking LR-fuzzy Numbers.
AICI (2)
Mingxin Zhang, Fusheng Yu
2010 — conf
Approximating the true domain of fuzzy inference sentence with genetic algorithm.
FSKD
Xin Zhang, Xiao Wang, Shuqing Zhang, Fusheng Yu
2010 — conf
Fuzzy Granulation Based Forecasting of Time Series.
ACFIE
Fangmin Wu, Yang Li, Fusheng Yu
2010 — conf
Optimized fuzzy information granulation based machine learning classification.
FSKD
Yang Li, Fusheng Yu
2010 — conf
Optimized fuzzy information granulation of temporal data.
FSKD
Fusheng Yu, Ruiqiong Cai
2009 — conf
Fuzzy Temporal Constraints Based Fuzzy Clustering Algorithm for Temporal Dadaset.
FSKD (1)
Ruiqiong Cai, Fusheng Yu
2009 J jnl
The design of fuzzy information granules: Tradeoffs between specificity and experimental evidence.
Appl. Soft Comput.
Fusheng Yu, Witold Pedrycz
2008 — conf
A New Method for Determining the True Value Domain of Conditional Fuzzy Inference Sentences.
FSKD (1)
Fusheng Yu, Ruiqiong Cai, Xiaoxia Zhang
2008 — conf
Generalized Triangular Norms Based Product and Similarity of Fuzzy Sets.
FSKD (1)
Fusheng Yu, Mingxin Zhang
2007 Misc conf
A Necessary Preprocessing in Horizontal Collaborative Fuzzy Clustering.
GrC
Fusheng Yu, Juan Tang, Ruiqiong Cai
2007 — conf
Auto-weighted Horizontal Collaboration Fuzzy Clustering.
ICFIE
Fusheng Yu, Juan Tang, Fangmin Wu, Qiuyan Sun
2007 — conf
Build Complicated Granules with Generalized Operations of Fuzzy Sets.
FSKD (1)
Fusheng Yu, Wenyi Zeng, Qiuyan Sun, Fangmin Wu, Yongke Jiang
2007 Misc conf
Clustering Time Series with Granular Dynamic Time Warping Method.
GrC
Fusheng Yu, Keqiang Dong, Fei Chen, Yongke Jiang, Wenyi Zeng
2007 — conf
Improving Fuzzy C-Means with Shadow Set.
FSKD (1)
Fusheng Yu, Fangmin Wu, Qiuyan Sun
2006 Misc conf
Finding periodicity in pseudo periodic time series and forecasting.
GrC
Fei Chen, Jie Yuan, Fusheng Yu
2005 Misc conf
A granulation-based method for finding similarity between time series.
GrC
Fusheng Yu, Fei Chen, Keqiang Dong
2005 — conf
Rival Penalized Fuzzy Competitive Learning Algorithm.
ICNC (1)
Xiyang Yang, Fusheng Yu