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Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:
Yuan, Yuan
;
Dong, Le
;
Li, Xuelong
收藏
  |  
浏览/下载:54/0
  |  
提交时间:2022/01/18
Tensors
TV
Hyperspectral imaging
Data models
Task analysis
Optimization
Data mining
Hyperspectral unmixing
low tensor rank
nonlocal similarity
nonnegative tensor factorization (NTF)
A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 3, 页码: 533-546
作者:
Hao Wu
;
Xin Luo
;
MengChu Zhou
;
Muhyaddin J. Rawa
;
Khaled Sedraoui
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2022/03/09
Big data
high dimensional and incomplete (HDI) tensor
latent factorization-of-tensors (LFT)
machine learning
missing data
optimization
proportional-integral-derivative (PID) controller
Sparse constrained low tensor rank representation framework for hyperspectral unmixing
期刊论文
Remote Sensing, 2021, 卷号: 13, 期号: 8
作者:
Dong, Le
;
Yuan, Yuan
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  |  
浏览/下载:46/0
  |  
提交时间:2021/05/07
hyperspectral unmixing
low tensor rank
non-negative tensor factorization
sparse constraint
WEIGHTED SPARSITY CONSTRAINT TENSOR FACTORIZATION FOR HYPERSPECTRAL UNMIXING
会议论文
Brussels, Belgium, 2021-07-12
作者:
Yuan, Yuan
;
Dong, Le
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/04/11
Hyperspectral unmixing
tensor factorization
total variation
sparse characteristics
Markov Chain Neighborhood Sparse Preserving Graph Embedding Based on Tensor Factorization for Batch Process Monitoring
期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 16211-16224
作者:
Zhao, Xiaoqiang
;
Mou, Miao
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  |  
浏览/下载:19/0
  |  
提交时间:2021/03/02
Batch data processing
Dimensionality reduction
Embeddings
Factorization
Graph algorithms
Graph theory
Process control
Process monitoring
Tensors
Batch process monitoring
Graph embeddings
Information loss
Markov chain analysis
Monitoring results
Simulation process
Tensor factorization
Three dimensions
Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 1798-1809
作者:
Luo, Xin
;
Wu, Hao
;
Yuan, Huaqiang
;
Zhou, MengChu
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  |  
浏览/下载:16/0
  |  
提交时间:2020/08/24
Quality of service
Hidden Markov models
Data models
Training
Web services
Time factors
Latent factor analysis (LFA)
latent factorization of tensor
learning temporal pattern
linear bias (LB)
non-negative latent factorization of tensor
non-negativity constraint
quality-of-service (QoS) prediction
SkeletonNet: A Hybrid Network With a Skeleton-Embedding Process for Multi-View Image Representation Learning
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2916-2929
作者:
Yang, Shijie
;
Li, Liang
;
Wang, Shuhui
;
Zhang, Weigang
;
Huang, Qingming
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  |  
浏览/下载:14/0
  |  
提交时间:2020/12/10
Semantics
Correlation
Visualization
Skeleton
Matrix decomposition
Kernel
Laplace equations
Unsupervised multi-view subspace learning
semantic inconsistency
tensor factorization
deep auto-encoders
Sensing multiple semantics of urban space from crowdsourcing positioning data
期刊论文
CITIES, 2019, 卷号: 93, 页码: 31-42
作者:
Cai, Ling
;
Xu, Jun
;
Liu, Ju
;
Ma, Ting
;
Pei, Tao
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2020/05/19
Spatial function
Urban dynamics
Spatial-temporal pattern
Tencent location big data
Tensor factorization
Coupled Higher-Order Tensor Factorization for Hyperspectral and LiDAR Data Fusion and Classification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 17
作者:
Xue, Zhaohui
;
Yang, Sirui
;
Zhang, Hongyan
;
Du, Peijun
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/06
hyperspectral remote sensing image (HSI)
light detection and ranging (LiDAR)
attribute profiles
coupled tensor factorization
data fusion
classification
Spatial-Spectral Total Variation Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising
期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 10, 页码: 6196-6213
作者:
Fan, Haiyan
;
Li, Chang
;
Guo, Yulan
;
Kuang, Gangyao
;
Ma, Jiayi
收藏
  |  
浏览/下载:46/0
  |  
提交时间:2019/12/10
Hyperspectral image (HSI) denoising
low-rank tensor factorization (LRTF)
spatial-spectral total variation (SSTV)
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