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西安光学精密机械研究... [7]
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期刊论文 [7]
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2017 [2]
2016 [5]
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computer s... [7]
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Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection
期刊论文
ieee transactions on neural networks and learning systems, 2017, 卷号: 28, 期号: 6, 页码: 1263-1275
作者:
Zhu, Xiaofeng
;
Li, Xuelong
;
Zhang, Shichao
;
Ju, Chunhua
;
Wu, Xindong
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2017/06/14
Dimensionality reduction
manifold learning
regression
sparse coding
Orthogonal self-guided similarity preserving projection for classification and clustering
期刊论文
neural networks, 2017, 卷号: 88, 页码: 1-8
作者:
Fang, Xiaozhao
;
Xu, Yong
;
Li, Xuelong
;
Lai, Zhihui
;
Teng, Shaohua
收藏
  |  
浏览/下载:43/0
  |  
提交时间:2017/05/26
Dimensionality reduction
Intrinsic structure
Subspace clustering
Feature representation
Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization
期刊论文
ieee transactions on cybernetics, 2016, 卷号: 46, 期号: 12, 页码: 2966-2977
作者:
Yuan, Yuan
;
Lin, Jianzhe
;
Wang, Qi
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2016/12/30
Hyperspectral image (HSI) classification
Markov random field (MRF)
multitask
sparse representation
Compact Structure Hashing via Sparse and Similarity Preserving Embedding
期刊论文
ieee transactions on cybernetics, 2016, 卷号: 46, 期号: 3, 页码: 718-729
作者:
Ye, Renzhen
;
Li, Xuelong
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2016/03/18
Hashing
nearest neighbor search
structure sparse-based hashing
Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation
期刊论文
ieee transactions on image processing, 2016, 卷号: 25, 期号: 2, 页码: 850-863
作者:
Xu, Yong
;
Fang, Xiaozhao
;
Wu, Jian
;
Li, Xuelong
;
Zhang, David
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2016/11/03
Source domain
target domain
low-rank and sparse constraints
knowledge transfer
subspace learning
Block-Row Sparse Multiview Multilabel Learning for Image Classification
期刊论文
ieee transactions on cybernetics, 2016, 卷号: 46, 期号: 2, 页码: 450-461
作者:
Zhu, Xiaofeng
;
Li, Xuelong
;
Zhang, Shichao
收藏
  |  
浏览/下载:55/0
  |  
提交时间:2016/03/18
Feature selection
image classification
joint sparse learning
machine learning
multiview learning
Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection
期刊论文
ieee transactions on neural networks and learning systems, 2016, 卷号: 27, 期号: 1, 页码: 32-46
作者:
Yang, Xi
;
Gao, Xinbo
;
Tao, Dacheng
;
Li, Xuelong
;
Han, Bing
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2016/01/22
Auroral substorm detection
sequence motion analysis
shape constraint
sparse and low-rank
decomposition (SLD)
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