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	Quantitative Evaluation of Sensor Reconfigurability Based on Data-driven Method 期刊论文 International Journal of Control, Automation and Systems, 2022, 卷号: 20, 期号: 9, 页码: 2879-2891 作者: Jiang, Dongnian; Li, Wei 收藏 \| 浏览/下载：28/0 \| 提交时间：2022/09/22 Redundancy Analytic redundancies Analytical redundancy Data-driven methods Kernel density estimators Kullback Leibler divergence Quantitative evaluation Reconfigurability Sensor reconfigurability Sparse kernel density estimator Sparse kernels
	Hyperspectral Image Classification Based on Sparse Superpixel Graph 期刊论文 REMOTE SENSING, 2021, 卷号: 13, 期号: 18, 页码: 18 作者: Zhao, Yifei; Yan, Fengqin 收藏 \| 浏览/下载：58/0 \| 提交时间：2021/11/05 hyperspectral image sparse superpixel graph spectral-spatial classification discrete potential big data
	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：59/0 \| 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
	Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 7, 页码: 1792-1804 作者: Zhou, Bo; Zhou, S. Kevin; Duncan, James S. 收藏 \| 浏览/下载：19/0 \| 提交时间：2021/12/01 Tomographic reconstruction cascaded network projection data fidelity layer RedSCAN limited angle sparse view
	Convergence Analysis of Single Latent Factor-Dependent, Nonnegative, and Multiplicative Update-Based Nonnegative Latent Factor Models 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 4, 页码: 1737-1749 作者: Liu, Zhigang; Luo, Xin; Wang, Zidong 收藏 \| 浏览/下载：120/0 \| 提交时间：2021/05/17 Manganese Convergence Computational modeling Learning systems Analytical models Sparse matrices Big Data Big data convergence high-dimensional and sparse (HiDS) matrix latent factor (LF) analysis learning system neural networks nonnegative LF (NLF) analysis single LF-dependent nonnegative and multiplicative update (SLF-NMU)
	Algorithms of Unconstrained Non-Negative Latent Factor Analysis for Recommender Systems 期刊论文 IEEE TRANSACTIONS ON BIG DATA, 2021, 卷号: 7, 期号: 1, 页码: 227-240 作者: Luo, Xin; Zhou, Mengchu; Li, Shuai; Wu, Di; Liu, Zhigang 收藏 \| 浏览/下载：27/0 \| 提交时间：2021/05/17 Data models Training Sparse matrices Recommender systems Computational modeling Big Data Scalability Non-negative latent factor analysis non-negativity latent factor analysis unconstrained optimization high-dimensional and sparse matrix collaborative filtering recommender system big data
	A proportional-integral-derivative-incorporated stochastic gradient descent-based latent factor analysis model 期刊论文 NEUROCOMPUTING, 2021, 卷号: 427, 页码: 29-39 作者: Li, Jinli; Yuan, Ye; Ruan, Tao; Chen, Jia; Luo, Xin 收藏 \| 浏览/下载：25/0 \| 提交时间：2021/03/17 Big data Stochastic gradient descent Proportional integral derivation PID controller High-dimensional and sparse matrix Latent factor analysis
	Sparse reconstruction with spatial structures to automatically determine neighbors 期刊论文 INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2021, 页码: 23 作者: Yu, Wenhao; Zhang, Yifan; Chen, Zhanlong; Ai, Tinghua 收藏 \| 浏览/下载：10/0 \| 提交时间：2021/04/25 Spatial database spatial data mining sparse coding spatial inference
	Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning 期刊论文 INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1025-1044 作者: Li, Dan; Du, Changde; Wang, Shengpei; Wang, Haibao; He, Huiguang 收藏 \| 浏览/下载：29/0 \| 提交时间：2021/03/02 Data augmentation Semantic decoding Multi-view adversarial learning Sparse reconstruction relation
	A Novel Sparse Graph-Regularized Singular Value Decomposition Model and Its Application to Genomic Data Analysis 期刊论文 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 15 作者: Min, Wenwen; Wan, Xiang; Chang, Tsung-Hui; Zhang, Shihua 收藏 \| 浏览/下载：9/0 \| 提交时间：2022/04/02 Gene expression Biology Biological system modeling Principal component analysis Mathematical model Data models Big Data Absolute-valued graph regularization graph regularization sparse learning structured sparse singular value decomposition (SVD)

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