陈艳

学历：博士

学科：计算机科学与技术

研究领域或方向：无监督机器学习、大规模多视图聚类

邮箱：chenyan01@tyut.edu.cn

职称：讲师

个人简介
主要成果

2024.8-今：太原理工大学讲师
2020.09 - 2024.06：四川大学计算机学院（软件学院）计算机科学与技术工学博士
2016.09 - 2019.07：山西大学计算机与信息技术学院计算机应用技术工学硕士
2012.09 - 2016.07：中北大学软件学院软件工程工学学士
主要从事机器学习、大规模多视图聚类、音频信号处理等研究。在《Information Fusion》（IF=18.6）, 《Applied Acoustics》(他引100多次)，IJMLC，IEEE SPL，《计算机研究与发展》，ACM MM，DASFAA，ICASSP等国内外重要学术期刊与会议发表论文10多篇。参与国家级项目多项。
[1] Yan Chen, Liang Du, Peng Zhou, Lei Duan, Yuhua Qian. Multiple Kernel Clustering with Local Kernel Reconstruction and Global Heat Diffusion[J]. Information Fusion, 2024, 105, 102219. (SCI一区, Top期刊, IF=18.6)
[2] Yan Chen, Lei Wang, Liang Du, Lei Duan. A Trace Ratio Maximization Method for Parameter Free Multiple Kernel Clustering[C]. International Conference on Database Systems for Advanced Applications, 2022, 681-688. (CCF-B 会议)
[3] Yan Chen, Qian Guo, Xinyan Liang, Jiang Wang, Yuhua Qian. Environmental Sound Classification with Dilated Convolutions[J]. Applied Acoustics, 2019, 148, 123-132. (SCI 二区, IF=3.4, 他引100多次)
[4] Yan Chen. An Adjustable Multigranulation Fuzzy Rough Set[J]. International Journal of Machine Learning and Cybernetics, 2016, 7(2), 267-274. (SCI 三区, IF=5.6)
[5] Jianwen Gan, Yan Chen, Peng Zhou, Liang Du. Clustering Ensemble Algorithm with High-Order Consistency Learning [J]. Journal of Computer Applications（计算机应用）, 2023, 43(9), 2665-2672. (in Chinese, CCF-B)
[6] Liang Du, Yukai Shi, Yan Chen, Peng Zhou, Yuhua Qian. Fast and Scalable Incomplete Multi-View Clustering with Duality Optimal Graph Filtering[C]. ACM International Conference on Multimedia，2024. (CCF-A 会议)
[7] Liang Du, Xiaodong Li, Yan Chen, Peng Zhou, Yuhua Qian. Double-Ended Joint Learning for Multi-View Clustering[J]. Journal of Computer Research and Development（计算机研究与发展）, 2024. (in Chinese, CCF-A)
[8] Liang Du, Xiaodong Li, Yan Chen, Mian Ilyas Ahmad, Peng Zhou. Higher Order Multiple Graph Filtering for Structured Graph Learning[C]. IEEE International Conference on Acoustics, Speech, and Signal Processing, 2024, 7095-7099. (CCF-B 会议)
[9] Yunhui Liang, Jianwen Gan, Yan Chen, Peng Zhou, Liang Du. Unsupervised Feature Selection Algorithm Based on Dual Manifold Re-ranking[J]. Computer Science(计算机科学), 2023, 50(07), 72-81. (in Chinese, CCF-B)
参与国家级项目多项；主持及参与横向项目多项；参与撰写大学本科计算机专业教材一本。