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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:30/0
  |  
提交时间:2019/12/10
Feature selection
label correlation
label-specific features
multilabel classification
shared features
Training DCNN by Combining Max-Margin, Max-Correlation Objectives, and Correntropy Loss for Multilabel Image Classification
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 页码: 2896-2908
作者:
Shi, Weiwei
;
Gong, Yihong
;
Tao, Xiaoyu
;
Zheng, Nanning
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  |  
浏览/下载:7/0
  |  
提交时间:2019/11/26
deep convolutional neural network (DCNN)
multilabel image classification
max-margin objective
max-correlation objective
Correntropy loss
Learning Instance Correlation Functions for Multilabel Classification
期刊论文
ieee transactions on cybernetics, 2017, 卷号: 47, 期号: 2, 页码: 499-510
作者:
Liu, Huawen
;
Li, Xuelong
;
Zhang, Shichao
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  |  
浏览/下载:20/0
  |  
提交时间:2017/04/06
l(1)-norm
instance-based learning
k-nearest neighbors (kNNs)
multilabel classification
partial least square (PLS) regression
Improving Hyperspectral Image Classification by Fusing Spectra and Absorption Features
期刊论文
Ieee Geoscience and Remote Sensing Letters, 2017, 卷号: 14, 期号: 8
作者:
Guo, B. F.
;
H. H. Shen and M. Y. Yang
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  |  
浏览/下载:8/0
  |  
提交时间:2018/06/13
A multiple attributes convolution kernel with reproducing property
期刊论文
Pattern Analysis and Applications, 2017, 卷号: Vol.20 No.2, 页码: 485-494
作者:
Niu,Xin
;
Luo,Bin
;
Chen,Xiu
;
Xu,Lixiang
;
Zhang,Cheng
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  |  
浏览/下载:7/0
  |  
提交时间:2019/04/22
MULTILABEL IMAGE CLASSIFICATION
SUPPORT VECTOR MACHINES
REGULARIZATION
ALGORITHM
Weak-Labeled Active Learning With Conditional Label Dependence for Multilabel Image Classification
期刊论文
IEEE Transactions on Multimedia, 2017, 卷号: Vol.19 No.6, 页码: 1156-1169
作者:
JingZhang
;
ChenYe
;
ShiquanZhao
;
VictorS.Sheng
;
ZhimingCui
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/24
Correlation
Image
classification
Labeling
Training
Learning
systems
Electronic
mail
Information
processing
Multilabel
active
learning
weak
label
image
classification
label
correlation
conditional
label
dependence
Weakly Supervised Multilabel Clustering and its Applications in Computer Vision
期刊论文
ieee transactions on cybernetics, 2016, 卷号: 46, 期号: 12, 页码: 3220-3232
作者:
Xia, Yingjie
;
Nie, Liqiang
;
Zhang, Luming
;
Yang, Yi
;
Hong, Richang
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  |  
浏览/下载:36/0
  |  
提交时间:2016/12/30
Annealing
clustering
computer vision
multilabel
semantic
weakly supervised
Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation
期刊论文
ieee transactions on cybernetics, 2016, 卷号: 46, 期号: 8, 页码: 1828-1838
作者:
Fang, Xiaozhao
;
Xu, Yong
;
Li, Xuelong
;
Lai, Zhihui
;
Wong, Wai Keung
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  |  
浏览/下载:45/0
  |  
提交时间:2016/09/22
Affinity matrix
low-rank representation (LRR)
subspace clustering
supervision information
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
Block-Row Sparse Multiview Multilabel Learning for Image Classification
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: [db:dc_citation_issue], 页码: 450-461
作者:
Zhu, Xiaofeng
;
Li, Xuelong
;
Zhang, Shichao
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/02
image classification
machine learning
multiview learning
Feature selection
joint sparse learning
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