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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：87/0  |  提交时间：2023/02/07
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  
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：121/0  |  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：143/0  |  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  
Uniqueness and Direct Imaging Method for Inverse Scattering by Locally Rough Surfaces with Phaseless Near-Field Data 期刊论文
SIAM JOURNAL ON IMAGING SCIENCES, 2019, 卷号: 12, 期号: 1, 页码: 119-152
作者:  Xu, Xiaoxu;  Zhang, Bo;  Zhang, Haiwen
收藏  |  浏览/下载：209/0  |  提交时间：2020/01/10
inverse scattering  locally rough surface  Dirichlet boundary condition  phaseless near-field data  full far-field data  
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：174/0  |  提交时间：2018/10/07
Image clustering  Fully convolutional auto-encoder  Representation learning  Discriminatively boosted clustering  
Efficient isometric multi-manifold learning based on the self-organizing method 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 345, 页码: 325-339
作者:  Fan, Mingyu;  Zhang, Xiaoqin;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：142/0  |  提交时间：2018/07/30
Isomap  Nonlinear dimensionality reduction  Manifold learning  Pattern analysis  Multi-manifold embedding  
Enhanced HMAX model with feedforward feature learning for multiclass categorization 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2015, 卷号: 9, 页码: 14
作者:  Li, Yinlin;  Wu, Wei;  Zhang, Bo;  Li, Fengfu
收藏  |  浏览/下载：148/0  |  提交时间：2018/07/30
HMAX  biologically inspired  feedforward  saliency map  middle level patch learning  feature encoding  multiclass categorization  
Sparse regularization for semi-supervised classification 期刊论文
PATTERN RECOGNITION, 2011, 卷号: 44, 期号: 8, 页码: 1777-1784
作者:  Fan, Mingyu;  Gu, Nannan;  Qiao, Hong;  Zhang, Bo
收藏  |  浏览/下载：129/0  |  提交时间：2018/07/30
Regularization theory  Semi-supervised learning  Regularized least square classification  Dimensionality reduction  
Tracking feature extraction based on manifold learning framework 期刊论文
JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2011, 卷号: 23, 期号: 1, 页码: 23-38
作者:  Qiao, Hong;  Zhang, Peng;  Zhang, Bo;  Zheng, Suiwu
收藏  |  浏览/下载：128/0  |  提交时间：2018/07/30
visual tracking  robotic visual tracking  feature extraction  
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
作者:  Wang, Di;  Zhang, Bo;  Zhang, Peng;  Qiao, Hong
收藏  |  浏览/下载：145/0  |  提交时间：2018/07/30
Minimum enclosing ball  Online classifier  Core vector machine  Support vector machine  Machine learning