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Joint multi-view representation and image annotation via optimal predictive subspace learning 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 451, 页码: 180-194
作者:  Xue, Zhe;  Li, Guorong;  Huang, Qingming
收藏  |  浏览/下载：55/0  |  提交时间：2019/12/10
Multi-view data  Image annotation  Representation learning  Subspace learning  Structure preserving  
Joint Feature Selection and Classification for Multilabel Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 3, 页码: 876-889
作者:  Huang, Jun;  Li, Guorong;  Huang, Qingming;  Wu, Xindong
收藏  |  浏览/下载：53/0  |  提交时间：2019/12/10
Feature selection  label correlation  label-specific features  multilabel classification  shared features  
Bilevel Multiview Latent Space Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 卷号: 28, 期号: 2, 页码: 327-341
作者:  Xue, Zhe;  Li, Guorong;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：72/0  |  提交时间：2019/12/10
Image and video classification  latent space  matrix factorization  multiview  
Multi-label classification by exploiting local positive and negative pairwise label correlation 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 164-174
作者:  Huang, Jun;  Li, Guorong;  Wang, Shuhui;  Xue, Zhe;  Huang, Qingming
收藏  |  浏览/下载：50/0  |  提交时间：2019/12/12
Multi-label classification  k nearest neighbors  Local label correlation  Positive and negative label correlation  
Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 12, 页码: 3309-3323
作者:  Huang, Jun;  Li, Guorong;  Huang, Qingming;  Wu, Xindong
收藏  |  浏览/下载：40/0  |  提交时间：2019/12/13
Multi-label classification  label correlation  feature selection