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期刊论文 [44]
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Partial Domain Adaptation by Progressive Sample Learning of Shared Classes
期刊论文
Neural Processing Letters, 2022, 卷号: 0, 期号: 0, 页码: 0
作者:
Lei, Tian
;
Yongqiang, Tang
;
Wensheng, Zhang
收藏
  |  
浏览/下载:30/0
  |  
提交时间:2022/04/06
Partial domain adaptation
Domain adaptation
Transfer learning
Self-paced learning
Low-dimensional subspace learning
Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 3, 页码: 1223-1237
作者:
Tang, Yongqiang
;
Xie, Yuan
;
Yang, Xuebing
;
Niu, Jinghao
;
Zhang, Wensheng
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2021/03/29
Kernel
Time series analysis
Time measurement
Clustering algorithms
Optimization
Task analysis
Time series clustering
multiple kernels clustering
self-paced learning
tensor optimization
Robust Kernelized Multiview Self-Representation for Subspace Clustering
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 868-881
作者:
Xie, Yuan
;
Liu, Jinyan
;
Qu, Yanyun
;
Tao, Dacheng
;
Zhang, Wensheng
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  |  
浏览/下载:49/0
  |  
提交时间:2021/03/29
Tensile stress
Kernel
Manifolds
Optimization
Learning systems
Correlation
Data models
Kernelization
multiview subspace learning
nonlinear subspace clustering
tensor singular value decomposition (t-SVD)
A generalized least-squares approach regularized with graph embedding for dimensionality reduction
期刊论文
PATTERN RECOGNITION, 2020, 卷号: 98, 页码: 10
作者:
Shen, Xiang-Jun
;
Liu, Si-Xing
;
Bao, Bing-Kun
;
Pan, Chun-Hong
;
Zha, Zheng-Jun
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  |  
浏览/下载:14/0
  |  
提交时间:2020/03/30
Dimensionality reduction
Graph embedding
Subspace learning
Least-squares
Hyper-Laplacian Regularized Multilinear Multiview Self-Representations for Clustering and Semisupervised Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 572-586
作者:
Xie, Yuan
;
Zhang, Wensheng
;
Qu, Yanyun
;
Dai, Longquan
;
Tao, Dacheng
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  |  
浏览/下载:48/0
  |  
提交时间:2020/03/30
Tensile stress
Manifolds
Encoding
Laplace equations
Semisupervised learning
Correlation
Optimization
Manifold regularization
multilinear
multiview features
nonlinear subspace clustering
tensor singular-value decomposition (t-SVD)
Multi-view laplacian eigenmaps based on bag-of-neighbors for RGB-D human emotion recognition
期刊论文
INFORMATION SCIENCES, 2020, 卷号: 509, 页码: 243-256
作者:
Liu, Shenglan
;
Guo, Shuai
;
Wang, Wei
;
Qiao, Hong
;
Wang, Yang
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  |  
浏览/下载:13/0
  |  
提交时间:2020/03/30
Human emotion recognition
MvLE
BON
MHON
RGB-D
Exploring uncertainty in pseudo-label guided unsupervised domain adaptation
期刊论文
PATTERN RECOGNITION, 2019, 卷号: 96, 页码: 11
作者:
Liang, Jian
;
He, Ran
;
Sun, Zhenan
;
Tan, Tieniu
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  |  
浏览/下载:105/0
  |  
提交时间:2019/12/16
Unsupervised domain adaptation
Pseudo labeling
Feature transformation
Progressive learning
Transfer learning
Multi-Kernel Coupled Projections for Domain Adaptive Dictionary Learning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 9, 页码: 2292-2304
作者:
Zheng, Yuhui
;
Wang, Xilong
;
Zhang, Guoqing
;
Xiao, Baihua
;
Xiao, Fu
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  |  
浏览/下载:62/0
  |  
提交时间:2019/12/16
Dictionary learning
multiple kernel learning
discriminative projections
domain adaptation
Robust Subspace Clustering by Cauchy Loss Function
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 7, 页码: 2067-2078
作者:
Li, Xuelong
;
Lu, Quanmao
;
Dong, Yongsheng
;
Tao, Dacheng
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  |  
浏览/下载:104/0
  |  
提交时间:2019/07/17
Cauchy loss function (CLF)
grouping effect
noise suppression
similarity matrix
subspace clustering
Dimensionality Reduction in Multiple Ordinal Regression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4088-4101
作者:
Zeng, Jiabei
;
Liu, Yang
;
Leng, Biao
;
Xiong, Zhang
;
Cheung, Yiu-ming
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  |  
浏览/下载:24/0
  |  
提交时间:2019/12/10
Dimensionality reduction (DR)
multiple labels
ordinal regression
supervised
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