陈广福

发布者:发布时间:2025-04-02浏览次数:977


一、个人简介

陈广福,男,江西上饶广丰区人,博士,副教授,硕士生导师。2020年加入武夷学院数学与计算机学院任教至今,现任数学与计算机学院通信工程系主任,主讲《信号与系统》、《通信原理》、《数据结构》本科生课程。

二、研究方向

复杂网络,链路预测,数据挖掘和网络表示

三、可招收研究生的层次、学科专业

专业型硕士研究生,农业0951,农业机械化与智能化技术

四、主要教科研成果

1、承担科研项目

[1]福建自然科学基金,基于非负矩阵分解的链路预测方法研究(2021J0111462021.11-2024.11,主持、结题。

[2]引进人才基金,基于非负矩阵分解的复杂网络链路预测算法研究(YJ202017),2020.12-2025.12,主持、结题。

2、发表的文章

1. Chen, Guangfu, Bin Xie, Xiaofei Li, and Jizhi Zhao. Pairwisely constrained symmetric non-negative matrix factorization for link prediction in complex networks using degree-related clustering coefficient and improved closeness centrality. Cluster Computing 2025,28(5 ): 1-26.SCI,中科院3)

2. Chen, Guangfu, Bin Xie, and Yili Fang.Link prediction in directed networks using Hits centrality and biased random walks. Chaos, Solitons & Fractals 2025,200: 116940.SCI,中科院1Top)

3. Chen, Guangfu, Haibo Wang, Xiaofei Li, and Jizhi Zhao. Graph regularized symmetric non-negative matrix factorization with degree-related spectral clustering and topological structure for link prediction in complex network."International Journal of Machine Learning and Cybernetics 2025,16(11): 9271-9293.SCI,中科院4)

4. Chen, Guangfu, Bin Xie, and Yili Fang. Dual graph regularized nonnegative matrix factorization with node attributes and higher-order structure for link prediction in attributed networks.Expert Systems with Applications 2025: 130099.SCI,中科院1Top)

5. Guangfu Chen, Chen Xu,Jingyi Wang,Jianwen Feng, Jiqiang Feng. Nonnegative matrix factorization for link prediction in directed complex networks using PageRank and asymmetric link clustering information. Expert Systems with Applications,2020,148:113290. SCI,中科院二区)

6. Guangfu Chen, Chen Xu, Jingyi Wang, Jianwen Feng, Jiqiang Feng.Graph regularization weighted nonnegative matrix factorization for link prediction in weighted complex network. Neurocomputing2019, 369:50-60. SCI,中科院二区)

7. Guangfu Chen, Chen Xu, Jingyi Wang, Jianwen Feng, Jiqiang Feng. Robust non-negative matrix factorization for link prediction in complex networks using manifold regularization and sparse learning. Physica A: Statistical Mechanics and its Applications, 2020,539:122882. SCI,中科院二区TOP

8. Guangfu Chen, Haibo Wang,Yili Fang,Ling Jiang.Link prediction by deep non-negative matrix factorization,Expert Systems with Applications,2022,188:115991SCI,中科院一区TOP

五、联系方式:cgf21st@163.com



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