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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
	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
	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：25/0 \| 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
	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 收藏 \| 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
	RobustClone: a robust PCA method for tumor clone and evolution inference from single-cell sequencing data 期刊论文 BIOINFORMATICS, 2020, 卷号: 36, 期号: 11, 页码: 3299-3306 作者: Chen, Ziwei; Gong, Fuzhou; Wan, Lin; Ma, Liang 收藏 \| 浏览/下载：52/0 \| 提交时间：2020/09/23
	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
	Cholesky Decomposition-Based Metric Learning for Video-Based Human Action Recognition 期刊论文 IEEE ACCESS, 2020, 卷号: 8, 页码: 36313-36321 作者: Chen, Si; Shen, Yuanyuan; Yan, Yan; Wang, Dahan; Zhu, Shunzhi 收藏 \| 浏览/下载：9/0 \| 提交时间：2020/06/02 Human action recognition metric learning Cholesky decomposition
	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

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