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An Online Multiview Learning Algorithm for PolSAR Data Real-Time Classification 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 1, 页码: 302-320
Authors:  Nie, Xiangli;  Ding, Shuguang;  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Jiang, Zhong-Ping
Favorite  |  View/Download:4/0  |  Submit date:2019/03/11
Multiview learning  online classification  passive-aggressive (PA) algorithm  polarimetric synthetic aperture radar (PolSAR)  
Distributed regression estimation with incomplete data in multi-agent networks 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2018, 卷号: 61, 期号: 9, 页码: 14
Authors:  Wang, Yinghui;  Lin, Peng;  Hong, Yiguang
Favorite  |  View/Download:16/0  |  Submit date:2018/07/30
multi-agent systems  time-varying network  estimation with incomplete data  online learning  stochastic approximation  
A Novel Manifold Regularized Online Semi-supervised Learning Model 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 1, 页码: 49-61
Authors:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:5/0  |  Submit date:2018/07/30
Human learning  Manifold regularization  Online semi-supervised learning  Lagrange dual problem  
An online core vector machine with adaptive MEB adjustment 期刊论文
PATTERN RECOGNITION, 2010, 卷号: 43, 期号: 10, 页码: 3468-3482
Authors:  Wang, Di;  Zhang, Bo;  Zhang, Peng;  Qiao, Hong
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Minimum enclosing ball  Online classifier  Core vector machine  Support vector machine  Machine learning  
Deterministic convergence of an online gradient method for neural networks 期刊论文
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2002, 卷号: 144, 期号: 1-2, 页码: 335-347
Authors:  Wu, W;  Xu, YS
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
online stochastic gradient method  nonlinear feedforward neural networks  deterministic convergence  monotonicity  constant learning rate