郑珂银

职位：讲师

学历：博士研究生

学科：计算机科学与技术

研究领域或方向：概念学习，机器学习，计算机视觉

邮箱：zhengkeyin1221@163.com

个人简介
主要成果

2024.10-今：太原理工大学讲师
2018.09 - 2024.07：山西大学计算机与信息技术学院计算机科学与技术工学博士
2012.09 - 2015.07：山西大学数学科学学院模式识别与智能系统工学硕士
2008.09 - 2012.07：山西大学数学科学学院信息与计算科学理学学士
[1] Zheng K, Qian Y, Cheng H. How to describe the spatial near-far relations among concepts?[J]. International Journal of Approximate Reasoning, 2023, 156: 97-113. (CCF B)
[2] Zheng K, Qian Y, Yuan Z, Peng F. Centrosymmetric constrained Convolutional Neural Networks[J]. International Journal of Machine Learning and Cybernetics, 2024. https://doi.org/10.1007/s13042-023-02061-8.
[3] Cheng H, Qian Y, Guo Y, Zheng K, et al. Neighborhood Information-Based Method for Multivariate Association Mining[J]. IEEE Transactions on Knowledge and Data Engineering, 2022. (CCF A)
[4] Liang X, Fu P, Guo Q, Zheng K, Qian Y. DC-NAS: Divide-and-Conquer Neural Architecture Search for Multi-Modal Classification[C]. AAAI, 2024. (CCF A)
[5] Zhang Y, Qian Y, Ma G, Zheng K, et al. Learning Multi-Task Sparse Representation Based on Fisher Information[C]. AAAI, 2024. (CCF A)
[6] Liang X, Qian Y, Guo Q, Zheng K. A data representation method using distance correlation[J]. Frontiers of Computer Science, 2025, 19(1): 191303. (CCF B)
[7] Xu W, Guo D, Mi J, Qian Y, Zheng K, et al. Two-way concept-cognitive learning via concept movement viewpoint[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023. (CCF B)
[8] 闫涛, 钱宇华, 李飞江, 闫泓任, 王婕婷, 梁吉业, 郑珂银, et al. 三维时频变换视角的智能微观三维形貌重建方法. 中国科学: 信息科学(02),282-308. (CCF A)
[9] Zheng K, Li X. The quantitative analysis of self-calibration based on rotating cameras[C]//2014 7th International Congress on Image and Signal Processing. IEEE, 2014: 520-524.
[10] Li X, Zheng K. ”Influences on self-calibration precision with different corresponding points.” Chinese: Journal of Shanxi University[J], Natural Science Edition 37.3 (2014): 39-44.
科研项目：
1. 科技创新2030-“新一代人工智能”重大项目（2021ZD0112400），参与.
2. 国家自然科学基金专项项目(J1924012），参与.
3. 山西省揭榜挂帅项目(202201020101006），参与.