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Online Semisupervised Active Classification for Multiview PolSAR Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
作者:  Nie, Xiangli;  Fan, Mingyu;  Huang, Xiayuan;  Yang, Wenjing;  Zhang, Bo;  Ma, Xiaoshuang
收藏  |  浏览/下载：240/0  |  提交时间：2022/07/25
Task analysis  Feature extraction  Heuristic algorithms  Data models  Manifolds  Semisupervised learning  Training  Online active learning  online multiview learning  online semisupervised learning (SSL)  polarimetric synthetic aperture radar (PolSAR) data classification  
Dynamic Graph Learning Convolutional Networks for Semi-supervised Classification 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 卷号: 17, 期号: 1, 页码: 13
作者:  Fu, Sichao;  Liu, Weifeng;  Guan, Weili;  Zhou, Yicong;  Tao, Dapeng;  Xu, Changsheng
收藏  |  浏览/下载：199/0  |  提交时间：2021/06/15
Graph representation learning  graph convolutional networks  semisupervised classification  
Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2017, 卷号: PP, 期号: 99, 页码: 1-12
作者:  Shihui Ying;  Zhijie Wen;  Jun Shi;  Yaxin Peng;  Jigen Peng;  Hong Qiao
Adobe PDF(3665Kb)  |  收藏  |  浏览/下载：518/214  |  提交时间：2018/01/06
Classification  Distance Metric Learning  Intrinsic Algorithm  Matrix Manifold  Semisupervised Learning.  
Semisupervised Multilabel Learning With Joint Dimensionality Reduction 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2016, 卷号: 23, 期号: 6, 页码: 795-799
作者:  Yu, Tingzhao;  Zhang, Wensheng;  Tingzhao Yu
Adobe PDF(501Kb)  |  收藏  |  浏览/下载：405/125  |  提交时间：2016/06/30
Alternating Method  Dimensionality Reduction  Dual Problem  Multilabel Classification  Semisupervised Learning  
Semisupervised Hyperspectral Image Classification via Discriminant Analysis and Robust Regression 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 卷号: 9, 期号: 2, 页码: 595-608
作者:  Cheng, Guangliang;  Zhu, Feiyun;  Xiang, Shiming;  Wang, Ying;  Pan, Chunhong
Adobe PDF(2011Kb)  |  收藏  |  浏览/下载：495/172  |  提交时间：2016/06/14
Discriminant Analysis  Hyperspectral Image Classification (Hsic)  Pairwise Constraints  Robust Regression  Semisupervised Learning (Ssl)  
Semisupervised Pair-Wise Band Selection for Hyperspectral Images 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 卷号: 8, 期号: 6, 页码: 2798-2813
作者:  Bai, Jun;  Xiang, Shiming;  Shi, Limin;  Pan, Chunhong
Adobe PDF(2391Kb)  |  收藏  |  浏览/下载：332/104  |  提交时间：2015/09/23
Band Selection  Classification  Hyperspecral  Remote Sensing  Semisupervised