About Me

史晨辉 Chenhui Shi

Taiyuan University of Science and Technology（太原科技大学）

Email: sch_cc@126.com

Google Scholar

研究方向

  • 多模态数据融合与聚类
    1. 多模态数据特征提取与融合
    2. 模态不一致性冲突解决
    3. 数据聚类与可视化分析
  • 大规模数据中稀有目标识别
    1. 面向图像数据的稀有目标检测研究
    2. 面向海量数据的小样本学习研究

Publications

  1. Multi-view clustering based on the association of graph structure and feature distribution. C Shi, Y Xin, H Yang, J Cai, J Wang, L Zhou, Y He, F Cui, X Zhao, Y Xun. Information Processing & Management 63(4), 2026.

  2. A confidence-aware active learning framework for cross-modal inconsistency in clustering. C Shi, H Yang, J Cai, Y He, M Su, X Zhao, Y Xun. Knowledge-Based Systems, 2026.

  3. Low-reliability characteristics augment and recognition based on kinship features space. Y He, H Yang, J Cai, R Wang, Y Yang, C Shi, M Su, X Zhao, Y Xun. Expert Systems with Applications, 2026.

  4. SNMatch: A Unified Diversely Sample Selection Framework for Long-Tailed Semi-Supervised Learning. J Cai, Y Li, H Yang, M Su, Y He, C Shi, J Wang, Y Chen. Expert Systems with Applications, 2026.

  5. Interpretable deep classification of time series based on class discriminative prototype learning. Y Wang, J Cai, H Yang, C Shi, M Zhang, J Wang, R Zhang, X Zhao. Intelligent Data Analysis 29(6), 2025.

  6. Multi-view clustering based on heterogeneous representation learning and tensor weighted low-rank constraints. H Yang, C Shi, Y Xin, J Cai, L Zhou, M Su, Y He, X Zhao, Y Xun. Neurocomputing, 2025.

  7. Singular-Value-Based cluster number detection method. Y Li, J Cai, H Yang, J Wang, C Shi, B Liang, X Zhao, Y Xun. Mathematics 13(3), 2025.

  8. An Adaptive Measurement Method for Spectral Lines Based on Local Spectral Trends. YP Wang, JH Cai, H Yang, L Zhou, CH Shi, YF Li. Spectroscopy and Spectral Analysis 45(8), 2025.

  9. Identifying Carbon Star Candidates from LAMOST DR11 and SDSS DR18 Based on a Parallel Feature Recognition Method. L Zhou, J Cai, H Yang, A Luo, Y Li, C Shi, B Zhang, J Tian, Y Yuan, et al. The Astrophysical Journal Supplement Series 279(2), 2025.

  10. Audio Blind Source Separation Based on Mutual Information Estimation. H Zhang, C Shi, Y Yang, J Cai. 2025 7th International Conference on Artificial Intelligence Technologies, 2025.

  11. Deep Clustering of Time Series Based on Neighborhood Structure Learning. H Yin, C Shi, Y Yang, J Cai. 2025 7th International Conference on Artificial Intelligence Technologies, 2025.

  12. A novel graph-attention based multimodal fusion network for joint classification of hyperspectral image and LiDAR data. J Cai, M Zhang, H Yang, Y He, Y Yang, C Shi, X Zhao, Y Xun. Expert Systems with Applications 249, 2024.

  13. A sample of am and ap candidates from LAMOST DR10 based on ensemble regression model. HF Yang, R Wang, JH Cai, AL Luo, B Du, YT He, MH Su, CH Shi, XJ Zhao, et al. The Astrophysical Journal Supplement Series 272(2), 2024.

  14. A Survey of Galaxy Pairs in the SDSS Photometric Images based on Faster-RCNN. C Shi, H Yang, J Cai, L Zhou, Y He, M Su, X Zhao, Y Xun. The Astronomical Journal 168(2), 2024.

  15. Data mining techniques on astronomical spectra data–III. Association analysis. J Cai, M Zhang, H Yang, C Shi, L Zhou, Y He, M Su, X Zhao, J Chen. Monthly Notices of the Royal Astronomical Society 532(1), 2024.

  16. Data mining techniques on astronomical spectra data–II. Classification analysis. H Yang, L Zhou, J Cai, C Shi, Y Yang, X Zhao, J Duan, X Yin. Monthly Notices of the Royal Astronomical Society 518(4), 2023.

  17. Data mining techniques on astronomical spectra data–I. Clustering analysis. H Yang, C Shi, J Cai, L Zhou, Y Yang, X Zhao, Y He, J Hao. Monthly Notices of the Royal Astronomical Society 517(4), 2022.