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Group-Sparse SVD Models via L-1- and L-0-norm Penalties and their Applications in Biological Data
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 2, 页码: 536-550
作者:
Min, Wenwen
;
Liu, Juan
;
Zhang, Shihua
收藏
  |  
浏览/下载:36/0
  |  
提交时间:2021/04/26
Sparse SVD
low-rank matrix decomposition
group-sparse penalty
overlapping group-sparse penalty
coordinate descent method
alternating direction method of multipliers (ADMM)
data mining
Adaptive weighted motion averaging with low-rank sparse for robust multi-view registration
期刊论文
Neurocomputing, 2020, 卷号: 413, 页码: 230-239
作者:
Li, Zhongyu
;
Liu, Jiamin
;
Tian, Zhiqiang
;
Zhu, Jihua
;
Li, Ce
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2020/11/14
Image reconstruction
Lagrange multipliers
3D scene reconstruction
Adaptive weights
Averaging method
Lagrange multiplier method
Matrix decomposition
Multi-view registration
Optimization strategy
State of the art
Quick and Accurate False Data Detection in Mobile Crowd Sensing
期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2020, 卷号: 28, 期号: 3, 页码: 1339-1352
作者:
Li, Xiaocan
;
Xie, Kun
;
Wang, Xin
;
Xie, Gaogang
;
Xie, Dongliang
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  |  
浏览/下载:19/0
  |  
提交时间:2020/12/10
Sparse matrices
Sensors
Matrix decomposition
Monitoring
Principal component analysis
Robustness
Wireless sensor networks
Matrix separation
false data detection
mobile crowd sensing
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 期号: 0, 页码: 0
作者:
Ruan, Xiaofeng
;
Liu, Yufan
;
Yuan, Chunfeng
;
Li, Bing
;
Hu, Weiming
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  |  
浏览/下载:63/0
  |  
提交时间:2021/06/17
Data-driven
low-rank decomposition
model compression and acceleration
structured pruning
Textile fabric defect detection based on low-rank representation
期刊论文
2019, 卷号: 78, 页码: 99-124
作者:
Li, Peng
;
Liang, Junli
;
Shen, Xubang
;
Zhao, Minghua
;
Sui, Liansheng
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  |  
浏览/下载:6/0
  |  
提交时间:2019/12/20
Fabric defect detection
Eigen-value decomposition (EVD)
Low-Rank Representation (LRR)
Sparse matrix
Singular value decomposition (SVD)
low-rank representation based on eigenvalue decomposition and blocked matrix (LRREB)
Flying Small Target Detection for Anti-UAV Based on a Gaussian Mixture Model in a Compressive Sensing Domain
期刊论文
SENSORS, 2019, 卷号: 19
作者:
Wang, Chuanyun
;
Wang, Tian
;
Wang, Ershen
;
Sun, Enyan
;
Luo, Zhen
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  |  
浏览/下载:14/0
  |  
提交时间:2019/12/30
flying small target detection
anti-UAV
gaussian mixture model
compressive sensing
low-rank and sparse matrix decomposition
Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 10, 页码: 3208-3219
作者:
Pang, Junbiao
;
Huang, Jing
;
Yang, Xue
;
Wang, Zuyun
;
Yu, Haitao
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  |  
浏览/下载:33/0
  |  
提交时间:2019/12/10
Spatio-temporal pattern
fine-grained pattern
low-rank regularity
matrix factorization
taxis trip
point process
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
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  |  
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)
SCOPE-T1ρ: Signal Compensation for Low-rank Plus Sparse Matrix Decomposition for Fast T1ρ Mapping
会议论文
巴黎, 2018年
作者:
Yuanyuan Liu
;
Yanjie Zhu
;
Leslie Ying
;
Yi-Xiang J Wang
;
Jing Yuan
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2019/01/31
SCOPE: signal compensation for low-rank plus sparse matrix decomposition for fast parameter mapping
期刊论文
PHYSICS IN MEDICINE AND BIOLOGY, 2018
作者:
Liu, Yuanyuan
;
Ying, Leslie
;
Zhu, Yanjie
;
Peng, Xi
;
Wang, Yi-Xiang J.
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  |  
浏览/下载:25/0
  |  
提交时间:2019/01/31
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