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	Fault detection and diagnosis of the air handling unit via an enhanced kernel slow feature analysis approach considering the time-wise and batch-wise dynamics 期刊论文 ENERGY AND BUILDINGS, 2021, 卷号: 253, 页码: 22 作者: Zhang, Hanyuan; Li, Chengdong; Li, Ding; Zhang, Yunchu; Peng, Wei 收藏 \| 浏览/下载：43/0 \| 提交时间：2021/12/28 Air handling unit Fault detection and diagnosis Kernel slow feature analysis Multiway data analysis Discriminant analysis
	Transition probability preserving maps on a Grassmann space in a semifinite factor 期刊论文 JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2020, 卷号: 487, 期号: 1, 页码: 7 作者: Gu, Weichen; Wu, Wenming; Yuan, Wei 收藏 \| 浏览/下载：12/0 \| 提交时间：2020/05/24 Transition probability Wigner theorem Grassmann spaces Semifinite factors
	A generalized least-squares approach regularized with graph embedding for dimensionality reduction 期刊论文 PATTERN RECOGNITION, 2020, 卷号: 98, 页码: 10 作者: Shen, Xiang-Jun; Liu, Si-Xing; Bao, Bing-Kun; Pan, Chun-Hong; Zha, Zheng-Jun 收藏 \| 浏览/下载：14/0 \| 提交时间：2020/03/30 Dimensionality reduction Graph embedding Subspace learning Least-squares
	A generalized multi-dictionary least squares framework regularized with multi-graph embeddings 期刊论文 PATTERN RECOGNITION, 2019, 卷号: 90, 页码: 1-11 作者: Abeo, Timothy Apasiba; Shen, Xiang-Jun; Bao, Bing-Kun; Zha, Zheng-Jun; Fan, Jianping 收藏 \| 浏览/下载：53/0 \| 提交时间：2019/12/16 Multi-view dimension reduction Least squares Multiple graphs Feature extraction Classification
	Wigner-type theorem on transition probability preserving maps in semifinite factors 期刊论文 JOURNAL OF FUNCTIONAL ANALYSIS, 2019, 卷号: 276, 期号: 6, 页码: 1773-1787 作者: Qian, Wenhua; Wang, Liguang; Wu, Wenming; Yuan, Wei 收藏 \| 浏览/下载：48/0 \| 提交时间：2019/03/11 Wigner's theorem Semifinite factor Grassmann spaces Transition probability
	Unsupervised Learning of Human Pose Distance Metric via Sparsity Locality Preserving Projections 期刊论文 IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 页码: 314-327 作者: Wang, Shaofan; Xin, Yongjia; Kong, Dehui; Yin, Baocai 收藏 \| 浏览/下载：15/0 \| 提交时间：2019/12/02 Pose similarity distance metric unsupervised learning sparse representation locality preserving projection
	Application of neighbor probability distance in classification of rotating machinery fault sets 期刊论文 Zhendong yu Chongji/Journal of Vibration and Shock, 2018, 卷号: 37, 期号: 11, 页码: 48-54 作者: Li, Jipu; Zhao, Rongzhen 收藏 \| 浏览/下载：26/0 \| 提交时间：2020/11/14 Clustering algorithms Frequency domain analysis Learning algorithms Machinery Motion compensation Pattern recognition Probability Time domain analysis Dimension reduction Distance measure Euclidean distance measure Feature extracting method High dimensional data K-nearest neighbor classifiers (KNN) Locality preserving projections Probability distance
	Learning binary codes with local and inner data structure 期刊论文 NEUROCOMPUTING, 2018, 卷号: 282, 页码: 32-41 作者: He, Shiyuan; Ye, Guo; Hu, Mengqiu; Yang, Yang; Shen, Fumin 收藏 \| 浏览/下载：35/0 \| 提交时间：2018/12/11 Supervised Hashing Anchor Graph Nearest Neighbor Search
	Fast and Flexible Large Graph Embedding Based on Anchors 期刊论文 IEEE Journal on Selected Topics in Signal Processing, 2018, 卷号: 12, 页码: 1465-1475 作者: Yu, Weizhong; Nie, Feiping; Wang, Fei; Wang, Rong; Li, Xuelong 收藏 \| 浏览/下载：3/0 \| 提交时间：2019/11/26 anchor-based Computational complexity Dimensionality reduction dimensionality reduction flexible Graph hierarchical locality preserving projections Manifolds Optimization Principal component analysis principal component analysis Symmetric matrices Unsupervised learning
	Symmetric low-rank preserving projections for subspace learning 期刊论文 NEUROCOMPUTING, 2018, 卷号: Vol.315, 页码: 381-393 作者: Chen, Jie; Mao, Hua; Zhang, Haixian; Yi, Zhang 收藏 \| 浏览/下载：5/0 \| 提交时间：2019/02/25 Low-rank representation Manifold regularization Sparsity regularization Subspace learning Dimensionality reduction

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