Bin Yu

Orcid: 0000-0002-6321-2129

Affiliations:
  • Hunan Normal University, School of Mathematics and Statistics, Changsha, China


According to our database1, Bin Yu authored at least 48 papers between 2018 and 2026.

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Bibliography

2026
Neighborhood-Aware Fuzzy Graph Convolutional Networks for Improved Information Fusion.
IEEE Trans. Fuzzy Syst., May, 2026

Multigranularity Deep Graph Convolutional Neural Network Node Clustering Leveraging Spatial Information.
IEEE Trans. Neural Networks Learn. Syst., March, 2026

DFR: A Density-Based Fuzzy Rough Clustering Algorithm.
IEEE Trans. Fuzzy Syst., February, 2026

A dominance-inferiority-based rough set model and its application to car evaluation.
Soft Comput., February, 2026

Multi-attribute prediction decision-making method based on rough fuzzy sets of causal analysis.
Appl. Intell., January, 2026

Contrastive sensitivity learning for unsupervised node importance evaluation in complex networks.
Knowl. Based Syst., 2026

A fusion framework for consensus ranking via dual dimensionality reduction and cost-aware optimization.
Inf. Fusion, 2026

A fusion method for large-scale online review ranking.
Inf. Fusion, 2026

Multi-indicator resilience analysis method based on GCN for graph network.
Neurocomputing, 2026

A scalable framework for ranking integration in large-scale online reviews: Integrating clustering and multi-attribute decision-making.
Electron. Commer. Res. Appl., 2026

2025
SDHGCN: A Heterogeneous Graph Convolutional Neural Network Combined With Shadowed Set.
IEEE Trans. Fuzzy Syst., March, 2025

FCIGPG: An Approach to Fuzzy Classification Based on Information Granule Purity and Granularity.
IEEE Trans. Fuzzy Syst., 2025

Multi-behavior purchase prediction via graph convolutional networks on implicit bipartite graph relationships.
Knowl. Based Syst., 2025

A classification method based on dominance neighborhood granularity.
Knowl. Based Syst., 2025

A weighted heterogeneous graph attention network method for purchase prediction of potential consumers with Multibehaviors.
Inf. Process. Manag., 2025

A clustering algorithm based on dominating (dominated) roughness.
Neurocomputing, 2025

A robust clustering algorithm based on weighted optimization of fuzzy feature difference using shadow sets.
Fuzzy Sets Syst., 2025

Fuzzy clustering of time series based on trend feature information granulation.
Fuzzy Sets Syst., 2025

Large-scale analytic hierarchy process method based on fuzzy-rough-advantage relation.
Eng. Appl. Artif. Intell., 2025

2024
VMCFDGS: Variable Multicenter Aggregation Clustering Method Based on Fuzzy Dominating (Dominated)-Granularity Structure.
IEEE Trans. Fuzzy Syst., December, 2024

CBCG: A Clustering Algorithm Based on Bidirectional Conical Information Granularity.
IEEE Trans. Fuzzy Syst., August, 2024

A clustering method based on multi-positive-negative granularity and attenuation-diffusion pattern.
Inf. Fusion, March, 2024

PD-GATv2: positive difference second generation graph attention network based on multi-granularity in information systems to classification.
Appl. Intell., March, 2024

MG-GCN: Multi-Granularity Graph Convolutional Neural Network for Multi-Label Classification in Multi-Label Information System.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

Time series clustering based on polynomial fitting and multi-order trend features.
Inf. Sci., 2024

FRCM: A fuzzy rough <i>c</i>-means clustering method.
Fuzzy Sets Syst., 2024

Three-way graph convolutional network for multi-label classification in multi-label information system.
Appl. Soft Comput., 2024

2023
CLIG: A classification method based on bidirectional layer information granularity.
Inf. Sci., December, 2023

A large-scale group decision-making method based on group-oriented rough dominance relation in scenic spot service improvement.
Expert Syst. Appl., December, 2023

A graph attention network under probabilistic linguistic environment based on Bi-LSTM applied to film classification.
Inf. Sci., November, 2023

Interpretable Multiattribute Predictive Analysis Model Based on Rough Fuzzy Sets and Logistic Regression.
IEEE Trans. Fuzzy Syst., October, 2023

A bi-variable precision rough set model and its application to attribute reduction.
Inf. Sci., October, 2023

Local Feature Selection for Large-Scale Data Sets With Limited Labels.
IEEE Trans. Knowl. Data Eng., July, 2023

A novel approach to multi-attribute predictive analysis based on rough fuzzy sets.
Appl. Intell., July, 2023

A novel variable precision rough set attribute reduction algorithm based on local attribute significance.
Int. J. Approx. Reason., June, 2023

<i>K</i>-DGHC: A hierarchical clustering method based on <i>K</i>-dominance granularity.
Inf. Sci., 2023

PN-GCN: Positive-negative graph convolution neural network in information system to classification.
Inf. Sci., 2023

Optimizing group-oriented multiple attribute decision-making method based on dominance-based rough set model with advantaged (disadvantaged) neighborhoods.
Eng. Appl. Artif. Intell., 2023

2022
Group decision-making method with directed graph under linguistic environment.
Int. J. Mach. Learn. Cybern., 2022

A graph convolutional network based on object relationship method under linguistic environment applied to film evaluation.
Inf. Sci., 2022

Multi-attribute predictive analysis based on attribute-oriented fuzzy rough sets in fuzzy information systems.
Inf. Sci., 2022

A Novel Dominance-Based Rough Set Model with Advantage (Disadvantage) Neighborhoods and Its Applications to Assess Sales Group.
Int. J. Fuzzy Syst., 2022

A novel multi-attribute decision-making method based on neighborhood approximations and its application.
Expert Syst. Appl., 2022

Advantage matrix: two novel multi-attribute decision-making methods and their applications.
Artif. Intell. Rev., 2022

2020
A novel approach to predictive analysis using attribute-oriented rough fuzzy sets.
Expert Syst. Appl., 2020

2019
A λ-rough set model and its applications with TOPSIS method to decision making.
Knowl. Based Syst., 2019

A characterization of novel rough fuzzy sets of information systems and their application in decision making.
Expert Syst. Appl., 2019

2018
<i>L</i>-fuzzy prime spectra of ordered semigroups.
J. Intell. Fuzzy Syst., 2018


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