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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：195/0  |  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  
Shared Low-Rank Correlation Embedding for Multiple Feature Fusion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1855-1867
作者:  Wang, Zhan;  Wang, Lizhi;  Wan, Jun;  Huang, Hua
收藏  |  浏览/下载：139/0  |  提交时间：2021/12/28
Correlation  Kernel  Task analysis  Fuses  Noise measurement  Laplace equations  Dictionaries  Common subspace  low-rank representation  multiple feature fusion  canonical correlation analysis  
SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 10, 页码: 4290-4302
作者:  Xie, Guo-Sen;  Zhang, Zheng;  Liu, Li;  Zhu, Fan;  Zhang, Xu-Yao;  Shao, Ling;  Li, Xuelong
收藏  |  浏览/下载：192/0  |  提交时间：2021/01/07
Training  Task analysis  Learning systems  Computational modeling  Optimization  Support vector machines  Principal component analysis  Feature learning  feature selection  least squares  subspace learning  
Principal component analysis or kernel principal component analysis based joint spectral subspace method for calibration transfer 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2020, 卷号: 227, 页码: 16
作者:  Shan, Peng;  Zhao, Yuhui;  Wang, Qiaoyun;  Ying, Yao;  Peng, Silong
收藏  |  浏览/下载：195/0  |  提交时间：2020/03/30
Calibration transfer  Principal component analysis (PCA)  Kernel principal component analysis (KPCA)  Multivariate calibration  Joint spectral subspace  Partial least squares (PLS)  
Generalized Latent Multi-View Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2020, 卷号: 42, 期号: 1, 页码: 86-99
作者:  Zhang, Changqing;  Fu, Huazhu;  Hu, Qinghua;  Cao, Xiaochun;  Xie, Yuan;  Tao, Dacheng;  Xu, Dong
收藏  |  浏览/下载：305/0  |  提交时间：2020/03/30
Clustering methods  Correlation  Electronic mail  Neural networks  Task analysis  Clustering algorithms  Minimization  Multi-view clustering  subspace clustering  latent representation  neural networks  
Nonlinear Metric Learning with Deep Independent Subspace Analysis Network for Face Verification 期刊论文
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2013, 卷号: E96D, 期号: 12, 页码: 2830-2838
作者:  Cai, Xinyuan;  Wang, Chunheng;  Xiao, Baihua;  Shao, Yunxue
Adobe PDF(1118Kb)  |  收藏  |  浏览/下载：310/86  |  提交时间：2015/08/12
Metric Learning  Independent Subspace Analysis  Deep Learning Architecture  Face Verification  
General Subspace Learning With Corrupted Training Data Via Graph Embedding 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2013, 卷号: 22, 期号: 11, 页码: 4380-4393
作者:  Bao, Bing-Kun;  Liu, Guangcan;  Hong, Richang;  Yan, Shuicheng;  Xu, Changsheng
Adobe PDF(3715Kb)  |  收藏  |  浏览/下载：331/69  |  提交时间：2015/08/12
Subspace Learning  Corrupted Training Data  Discriminant Analysis  Graph Embedding  
Inductive Robust Principal Component Analysis 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 卷号: 21, 期号: 8, 页码: 3794-3800
作者:  Bao, Bing-Kun;  Liu, Guangcan;  Xu, Changsheng;  Yan, Shuicheng
收藏  |  浏览/下载：164/0  |  提交时间：2015/08/12
Error Correction  Robust Principal Component Analysis (Pca)  Subspace Learning  
Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction 期刊论文
PATTERN RECOGNITION LETTERS, 2012, 卷号: 33, 期号: 5, 页码: 485-491
作者:  Nie, Feiping;  Xiang, Shiming;  Liu, Yun;  Hou, Chenping;  Zhang, Changshui
收藏  |  浏览/下载：130/0  |  提交时间：2015/08/12
Least Squares  Subspace Learning  Discriminant Analysis  Feature Extraction  Image Recognition  
Face Image Modeling by Multilinear Subspace Analysis With Missing Values 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 3, 页码: 881-892
作者:  Geng, Xin;  Smith-Miles, Kate;  Zhou, Zhi-Hua;  Wang, Liang
收藏  |  浏览/下载：206/0  |  提交时间：2015/11/08
Face Recognition  Facial Age Estimation  Missing Values  Multilinear Subspace Analysis (Msa)