基本情况
余先川，北京师范大学人工智能学院教授、博导。
研究领域
空间数据挖掘、影像处理与分析
教育背景
1992－1995，吉林大学，地球探测科学与技术学院，博士研究生/工学博士
1989－1992, 吉林大学，地球探测科学与技术学院，硕士研究生/工学硕士学位
1985－1989，吉林大学，地球科学学院，工学学士
工作经历
2019年－今，北京师范大学，人工智能学院，教授
2004年-2019年，北京师范大学，信息科学与技术学院，教授
1998年－2004年，北京师范大学，信息科学与技术学院，副教授
1998年－1998年，吉林大学，计算机系/计算机软件博士后科研流动站，副教授
1995－1997，吉林大学，计算机系/计算机软件博士后科研流动站，博士后，讲师
论文发表
1. Yang, Lei,Li, Deqing,Zeng, Wenyi, et al.Clustering analysis for Pythagorean fuzzy sets and its application in multiple attribute decision making[J].Journal of Intelligent and Fuzzy Systems,2024,46(04):7897-7907.DOI:10.3233/JIFS-235488.
2. Xiao, Yi,Ma, Rong,Chang, Sheng, et al.Dynamic Evolution Graph Attention Network for Semi-Supervised Hyperspectral Image Classification[J].IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2024,21.DOI:10.1109/LGRS.2024.3401133.
3. Zhan, Ying,Hu, Dan,Yu, Xianchuan, et al.Hyperspectral Image Classification Based on Mutually Guided Image Filtering[J].REMOTE SENSING,2024,16(05).DOI:10.3390/rs16050870.
4. Ma, Rong,Zeng, Wenyi,Guo, Junqi, et al.Variable Weight Analysis Under Fuzzy Environment and its Application[J].INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING,2024,23(02):741-762.DOI:10.1142/S0219622023500256.
5. Lei, Xianhuan,Zhu, Hui,Yin, Zongyao, et al.Spectral Index Distribution of Various Scale Components in Supernova Remnant Cassiopeia A[J].RESEARCH IN ASTRONOMY AND ASTROPHYSICS,2024,24(05).DOI:10.1088/1674-4527/ad3dc4.
6. Ma, Rong,Yan, Ruiqing,Cui, Hanshuai, et al.A Hierarchical Method for Locating the Interferometric Fringes of Celestial Sources in the Visibility Data[J].RESEARCH IN ASTRONOMY AND ASTROPHYSICS,2024,24(03).DOI:10.1088/1674-4527/ad0b85.
7. Liu, Wei,Cao, Shuo,Yu, XianChuan, et al.StellarGAN: Classifying Stellar Spectra with Generative Adversarial Networks in SDSS and APOGEE Sky Surveys[J].ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES,2024,271(02).DOI:10.3847/1538-4365/ad29ef.
8. Zhan, Ying,Wang, Yufeng,Yu, Xianchuan.Semisupervised hyperspectral image classification based on generative adversarial networks and spectral angle distance[J].SCIENTIFIC REPORTS,2023,13(01).DOI:10.1038/s41598-023-49239-2.
9. Xie, Zhichun,Ma, Rong,Li, Deqing, et al.Intuitionistic fuzzy monotonic DOWA operators[J].AIMS MATHEMATICS,2023,8(12):30445-30461.DOI:10.3934/math.20231555.
10. Ma, Rong,Tian, Haifeng,Cheng, Xiaochun, et al.Oil-Net: A Learning-Based Framework for Working Conditions Diagnosis of Oil Well Through Dynamometer Cards Identification[J].IEEE SENSORS JOURNAL,2023,23(13):14406-14417.DOI:10.1109/JSEN.2023.3275933.
11. Yan, Ruiqing,Ma, Rong,Liu, Wei, et al.Weak celestial source fringes detection based on channel attention shrinkage networks and cluster-based anchor boxes generation algorithm[J].DIGITAL SIGNAL PROCESSING,2022,129.DOI:10.1016/j.dsp.2022.103663.
12. Yan, RuiQing,Liu, Wei,Yin, ZongYao, et al.Gravitational Wave Detection Based on Squeeze-and-excitation Shrinkage Networks and Multiple Detector Coherent SNR[J].RESEARCH IN ASTRONOMY AND ASTROPHYSICS,2022,22(11).DOI:10.1088/1674-4527/ac846c.
13. Zhao, Zhengang,Wang, Hao,Yu, Xianchuan.Spectral-Spatial Graph Attention Network for Semisupervised Hyperspectral Image Classification[J].IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2022,19.DOI:10.1109/LGRS.2021.3059509.
14. Zhao, Zhengang,Hu, Dan,Wang, Hao, et al.Convolutional Transformer Network for Hyperspectral Image Classification[J].IEEE GEOSCIENCE AND REMOTE SENSING LETTERS,2022,19.DOI:10.1109/LGRS.2022.3169815.