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Learning with smooth Hinge losses 期刊论文
NEUROCOMPUTING, 2021, 卷号: 463, 页码: 379-387
作者:  Luo, JunRu;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：118/0  |  提交时间：2022/04/02
Smooth Hinge loss  Convex surrogate loss  Support vector machine  Trust region Newton method  
A Minimax Probability Machine for Nondecomposable Performance Measures 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Luo, Junru;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：138/0  |  提交时间：2022/04/02
Measurement  Task analysis  Covariance matrices  Support vector machines  Prediction algorithms  Minimization  Kernel  Imbalanced classification  minimax probability machine  nondecomposable performance measures  
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
作者:  Nie, Xiangli;  Ding, Shuguang;  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Jiang, Zhong-Ping
收藏  |  浏览/下载：236/0  |  提交时间：2019/03/11
Multiview learning  online classification  passive-aggressive (PA) algorithm  polarimetric synthetic aperture radar (PolSAR)  
Discriminatively boosted image clustering with fully convolutional auto-encoders 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 83, 页码: 161-173
作者:  Li, Fengfu;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：173/0  |  提交时间：2018/10/07
Image clustering  Fully convolutional auto-encoder  Representation learning  Discriminatively boosted clustering  
A Novel Biologically Inspired Visual Cognition Model: Automatic Extraction of Semantics, Formation of Integrated Concepts, and Reselection Features for Ambiguity 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2018, 卷号: 10, 期号: 2, 页码: 420-431
作者:  Yin, Peijie;  Qiao, Hong;  Wu, Wei;  Qi, Lu;  Li, Yinlin;  Zhong, Shanlin;  Zhang, Bo
收藏  |  浏览/下载：238/0  |  提交时间：2018/07/30
Biologically inspired model  object recognition  semantic learning  structural learning  
Supervised Polarimetric SAR Image Classification Using Tensor Local Discriminant Embedding 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 6, 页码: 2966-2979
作者:  Huang, Xiayuan;  Qiao, Hong;  Zhang, Bo;  Nie, Xiangli
收藏  |  浏览/下载：266/0  |  提交时间：2018/07/30
Land cover classification  dimensionality reduction  feature extraction  spatial information  polarimetric signature  tensor local discriminant embedding  PloSAR image  
A Fast Algorithm of Convex Hull Vertices Selection for Online Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 792-806
作者:  Ding, Shuguang;  Nie, Xiangli;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：172/0  |  提交时间：2018/07/30
Convex hull decomposition  kernel  online classification  projection  
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
作者:  Ding, Shuguang;  Xi, Xuanyang;  Liu, Zhiyong;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：250/0  |  提交时间：2018/07/30
Human learning  Manifold regularization  Online semi-supervised learning  Lagrange dual problem  
Local Discriminant Canonical Correlation Analysis for Supervised PolSAR Image Classification 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 11, 页码: 2102-2106
作者:  Huang, Xiayuan;  Zhang, Bo;  Qiao, Hong;  Nie, Xiangli
收藏  |  浏览/下载：132/0  |  提交时间：2018/07/30
Canonical correlation analysis (CCA)  dimensionality reduction (DR)  local discriminant embedding (LDE)  multiview feature extraction  supervised polarimetric synthetic aperture radar (PolSAR) image classification  
SAR target configuration recognition based on the biologically inspired model 期刊论文
NEUROCOMPUTING, 2017, 卷号: 234, 页码: 185-191
作者:  Huang, Xiayuan;  Nie, Xiangli;  Wu, Wei;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：145/0  |  提交时间：2018/07/30
Biologically inspired model  SAR target configuration recognition  Episodic features  Semantic features  Aspect angle estimation