陈艳 (博士，讲师)

研究领域：无监督机器学习、大规模多视图聚类

电子邮箱：chenyan01@tyut.edu.cn

个人简介

　　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110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；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。

学术成果

期刊论文：

[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] 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)

[5] 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)

[6] 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)

[7] Gui Yang, Jiale Zou, Yan Chen, Liang Du, Peng Zhou. Heat Kernel Diffusion for Enhanced Late Fusion Multi-View Clustering[J]. IEEE Signal Processing Letters, 2024, 31, 2310-2314. (SCI二区, CCF-C, IF=3.2)

[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)