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	Incipient fault detection and diagnosis of nonlinear industrial process with missing data 期刊论文 Journal of the Taiwan Institute of Chemical Engineers, 2022, 卷号: 132 作者: Mou, Miao; Zhao, Xiaoqiang 收藏 \| 浏览/下载：10/0 \| 提交时间：2022/04/21 Data acquisition Embeddings Fault detection Matrix algebra Recovery Data missing Dissimilarity analysis Embeddings Fault detection and diagnosis Incipient faults Low rank matrix decomposition Low-rank matrices Matrix decomposition Mixed kernel function Neighborhood preserving embedding Neighbourhood
	Nonconvex Nonlocal Tucker Decomposition for 3D Medical Image Super-Resolution 期刊论文 Frontiers in Neuroinformatics, 2022, 卷号: 16, 页码: 1-12 作者: Jia HD(贾慧迪); Chen XA(陈希爱); Han Z(韩志); Liu BC(刘柏辰); Wen, Tianhui 收藏 \| 浏览/下载：18/0 \| 提交时间：2022/05/29 3D super-resolution 3D total variation low rank tensor decomposition medical image nonlocal self-similarity
	Tensor-Based Reliable Multiview Similarity Learning for Robust Spectral Clustering on Uncertain Data 期刊论文 IEEE TRANSACTIONS ON RELIABILITY, 2021, 卷号: 70, 期号: 3, 页码: 916-930 作者: Li, Ao; Chen, Jiajia; Chen, Deyun; Yu, Xiaoyang; Yuan, Mengke 收藏 \| 浏览/下载：34/0 \| 提交时间：2021/11/03 Tensors Matrix decomposition Adaptation models Data models Probabilistic logic Learning systems Image reconstruction Low-rank approximation multiview clustering similarity learning tensor analysis
	Learning-based Tensor Decomposition with Adaptive Rank Penalty for CNNs Compression 会议论文 Tokyo, Japan (online), September 8-10, 2021 作者: Deli, Yu; Peipei, Yang; Cheng-Lin, Liu 收藏 \| 浏览/下载：109/0 \| 提交时间：2021/07/01 low-rank decomposition network compression learning-based decomposition adaptive rank penalty
	Accelerating patch-based low-rank image restoration using kd-forest and Lanczos approximation 期刊论文 Information Sciences, 2021, 卷号: 556, 页码: 177-193 作者: Guo, Qiang; Zhang, Yongxia; Qiu, Shi; Zhang, Caiming 收藏 \| 浏览/下载：24/0 \| 提交时间：2021/02/02 Image restoration Low-rank approximation Singular value decomposition Kd-tree Lanczos bidiagonalization
	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
	Accurate and robust feature description and dense point-wise matching based on feature fusion for endoscopic images 期刊论文 Computerized Medical Imaging and Graphics, 2021, 卷号: 94, 页码: 1-17 作者: Li RY(李冉阳); Pan JJ(潘俊君); Yang YM(杨永明); Wei, Nan; Yan B(闫斌) 收藏 \| 浏览/下载：16/0 \| 提交时间：2021/11/18 Contour description Dense feature detection Feature description Low-rank analysis Point-wise feature matching RPCA decomposition
	AN ALTERNATING MINIMIZATION METHOD FOR MATRIX COMPLETION PROBLEMS 期刊论文 DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES S, 2020, 卷号: 13, 期号: 6, 页码: 1757-1772 作者: Shen, Yuan; Liu, Xin 收藏 \| 浏览/下载：27/0 \| 提交时间：2020/05/24 Matrix completion symmetric low rank product minimization singular value decomposition alternating minimization
	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 收藏 \| 浏览/下载：63/0 \| 提交时间：2021/06/17 Data-driven low-rank decomposition model compression and acceleration structured pruning
	LOW-RANK MATRIX ITERATION USING POLYNOMIAL-FILTERED SUBSPACE EXTRACTION 期刊论文 SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2020, 卷号: 42, 期号: 3, 页码: A1686-A1713 作者: Li, Yongfeng; Liu, Haoyang; Wen, Zaiwen; Yuan, Ya-Xiang 收藏 \| 浏览/下载：12/0 \| 提交时间：2020/09/23 low-rank matrix iteration eigenvalue decomposition inexact optimization method polynomial filter subspace extraction

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