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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:54/0
  |  
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
Continual Multiview Task Learning via Deep Matrix Factorization
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 139-150
作者:
Sun G(孙干)
;
Cong Y(丛杨)
;
Zhang YL(张宇伦)
;
Zhao GS(赵国帅)
;
Fu Y(付昀)
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  |  
浏览/下载:22/0
  |  
提交时间:2021/01/24
Deep matrix factorization
lifelong machine learning
multiview learning
sparse subspace learning
Subspace Clustering by Integrating Sparseness and Spatial-Closeness Priors
期刊论文
Journal of Physics: Conference Series, 2020, 卷号: 1631, 期号: 1
作者:
Li,Zhe
;
Pei,Haodong
;
He,Liang
;
Liu,Jiaming
;
Hu,Jiaxin
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  |  
浏览/下载:24/0
  |  
提交时间:2021/01/07
Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing
期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3007-3019
作者:
Lu, Xiaoqiang
;
Dong, Le
;
Yuan, Yuan
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  |  
浏览/下载:30/0
  |  
提交时间:2020/05/20
Hyperspectral unmixing
self-expression
spatial structure
subspace clustering
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: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)
Generalized Latent Multi-View Subspace Clustering
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 1, 页码: 86-99
作者:
Zhang, Changqing
;
Fu, Huazhu
;
Hu, Qinghua
;
Cao, Xiaochun
;
Xie, Yuan
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  |  
浏览/下载:28/0
  |  
提交时间:2020/03/30
Clustering methods
Correlation
Electronic mail
Neural networks
Task analysis
Clustering algorithms
Minimization
Multi-view clustering
subspace clustering
latent representation
neural networks
A discriminated similarity matrix construction based on sparse subspace clustering algorithm for hyperspectral imagery
期刊论文
Cognitive Systems Research, 2019, 卷号: Vol.53, 页码: 98-110
作者:
Yun Ding
;
Chun-Hou Zheng
;
Jing-Jing Zhang
;
Qing Yan
;
Yi Xia
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  |  
浏览/下载:2/0
  |  
提交时间:2019/04/24
Hyperspectral
imagery
Sparse
subspace
clustering
Similarity
matrix
Sparse
representation
vector
A discriminated similarity matrix construction based on sparse subspace clustering algorithm for hyperspectral imagery.
期刊论文
Cognitive Systems Research, 2019, 卷号: Vol.53, 页码: 98-110
作者:
Zhang, Jing-Jing
;
Xia, Yi
;
Yan, Qing
;
Zheng, Chun-Hou
;
Ding, Yun
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/04/24
HYPERSPECTRAL
imaging
systems
*SUBSPACES
*EUCLIDEAN
distance
*VECTORS
*CLUSTER
analysis
Semisupervised Sparse Subspace Clustering Method With a Joint Sparsity Constraint for Hyperspectral Remote Sensing Images
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2019, 卷号: 12, 期号: 3
作者:
Huang, Shaoguang
;
Zhang, Hongyan
;
Pizurica, Aleksandra
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/05
Hyperspectral image (HSI)
joint sparsity
semisupervised clustering
sparse subspace clustering (SSC)
Laplacian-Regularized Low-Rank Subspace Clustering for Hyperspectral Image Band Selection
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 3
作者:
Zhai, Han
;
Zhang, Hongyan
;
Zhang, Liangpei
;
Li, Pingxiang
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/05
Band selection
hyperspectral image (HSI)
Laplacian regularization
low-rank subspace clustering (LRSC)
sparse representation (SR)
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