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会议论文 [10]
学位论文 [9]
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A New Subspace Clustering Strategy for AI-Based Data Analysis in IoT System
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 16, 页码: 12540-12549
作者:
Cui, Zhihua
;
Jing, Xuechun
;
Zhao, Peng
;
Zhang, Wensheng
;
Chen, Jinjun
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2021/11/02
Sparse matrices
Internet of Things
Clustering algorithms
Correlation
Artificial intelligence
Servers
Hyperspectral imaging
Close neighbors
data analysis
hyperspectral images (HSIs)
Internet of Things (IoT)
subspace clustering
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:29/0
  |  
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
收藏
  |  
浏览/下载:51/0
  |  
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)
Multi-feature weighting neighborhood density clustering
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2020, 卷号: 32, 期号: 13, 页码: 9545-9565
作者:
Xu, Shuliang
;
Feng, Lin
;
Liu, Shenglan
;
Zhou, Jian
;
Qiao, Hong
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/08/03
Clustering analysis
Multi-feature
Neighborhood density
Rough set
Granular computing
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
收藏
  |  
浏览/下载:51/0
  |  
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)
Cross-modal subspace clustering via deep canonical correlation analysis
会议论文
New York, February 7-12, 2020
作者:
Gao QX(高全学)
;
Lian, Huanhuan
;
Wang QQ(王倩倩)
;
Sun G(孙干)
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  |  
浏览/下载:7/0
  |  
提交时间:2021/06/12
Simultaneous Subspace Clustering and Cluster Number Estimating Based on Triplet Relationship
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 8, 页码: 3973-3985
作者:
Liang, Jie
;
Yang, Jufeng
;
Cheng, Ming-Ming
;
Rosin, Paul L.
;
Wang, Liang
收藏
  |  
浏览/下载:59/0
  |  
提交时间:2019/09/30
Subspace clustering
triplet relationship
estimating the number of clusters
hyper-graph clustering
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
收藏
  |  
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
Soft subspace clustering with a multi-objective evolutionary approach
会议论文
作者:
Zhao, Shengdun
;
Jin, Liying
;
Wang, Yuehui
;
Wang, Wensheng
;
Du, Wei
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2019/11/19
A new way of computing
High dimensional data
Lagrange multiplier method
Multi-objective evolutionary
Soft subspaces
Unified subspace learning for incomplete and unlabeled multi-view data
期刊论文
PATTERN RECOGNITION, 2017, 卷号: 67, 期号: 67, 页码: 313-327
作者:
Yin, Qiyue
;
Wu, Shu
;
Wang, Liang
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2017/05/10
Multi-view Learning
Subspace Learning
Incomplete And Unlabeled Data
Multi-view Clustering
Cross-modal Retrieval
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