任建四

硕士生导师

性别:男

学历:博士研究生

学位:工学博士学位

所在单位:School of computer science

联系方式:e-mail: renjsv@cug.edu.cn

Email:

   

个人简历

他的研究领域是机器学习及其在高光谱遥感图像处理中的应用,包括监督/无监督/半监督分类、降维、波段选择等。主要研究兴趣还包括深度学习和自然语言处理。 


近年代表性论文


[1] H. Zhong, L. Li, J. Ren*, W. Wu and R. Wang. Hyperspectral image classification via parallel multi-input mechanism-based convolutional neural network[J]. Multimedia Tools and Applications, 2022, 81.


[2] J. Ren, W. Wu, G. Liu, Z. Chen and R. Wang. Bidirectional Gated Temporal Convolution with Attention for text classification[J]. Neurocomputing, 2021, 455: 265-273.


[3] J. Ren, R. Wang, G. Liu, Y. Wang and W. Wu. An SVM-Based Nested Sliding Window Approach for Spectral–Spatial Classification of Hyperspectral Images[J]. Remote Sensing, 2021, 13(1).


[4] X. Wang, J. Ren*, R. Wang, W. Wu and J. Chen. Spatial-spectral hyperspectral image classification based on primary and secondary capsule network[J]. J. Appl. Remote Sens, 2021, 15(3).


[5] J. Ren, R. Wang, G. Liu, R. Feng Y. Wang and W. Wu. Partitioned Relief-F Method for Dimensionality Reduction of Hyperspectral Images[J]. Remote Sensing, 2020, 12(7).


[6] Y. Wang, J. Ren. Taxi Passenger Hot Spot Mining Based on a Refined K-MeansCC Algorithm[J]. IEEE Access, 2021, VOLUME 9.



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