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Structural health monitoring by a novel probabilistic machine learning method based on extreme value theory and mixture quantile modeling Journal article
Mechanical Systems and Signal Processing, 2022,Volume: 173
Authors:  Sarmadi, Hassan;  Yuen, Ka Veng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/13
Generalized extreme value  Machine learning  Mixture quantile  Probabilistic anomaly detection  Structural health monitoring  Threshold estimation  
Multi-view unsupervised feature selection with tensor low-rank minimization Journal article
Neurocomputing, 2022,Volume: 487,Page: 75-85
Authors:  Yuan, Haoliang;  Li, Junyu;  Liang, Yong;  Tang, Yuan Yan
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Graph embedding  Tensor low-rank  Unsupervised feature selection  
Data Representation by Joint Hypergraph Embedding and Sparse Coding Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022,Volume: 34,Issue: 5,Page: 2106-2119
Authors:  Zhong, Guo;  Pun, Chi Man
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data clustering  data representation  hypergraph learning  kernel trick  Matrix factorization  
Multi-local Collaborative AutoEncoder Journal article
Knowledge-Based Systems, 2022,Volume: 239
Authors:  Chu, Jielei;  Wang, Hongjun;  Liu, Jing;  Gong, Zhiguo;  Li, Tianrui
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/03/28
Autoencoder  Deep Collaborative Representation  Feature Learning  Restricted Boltzmann Machine  Unsupervised Clustering  
Efficient Unsupervised Dimension Reduction for Streaming Multiview Data Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 3,Page: 1772-1784
Authors:  Xie, Liping;  Guo, Weili;  Wei, Haikun;  Tang, Yuanyan;  Tao, Dacheng
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date：2022/05/13
online learning  structure sparsity  unsupervised multiview dimension reduction (UMDR)  
Online Trajectory Estimation Based on a Network-Wide Cellular Fingerprint Map Journal article
Sensors, 2022,Volume: 22,Issue: 4
Authors:  Chen, Langqiao;  Lu, Yuhuan;  He, Zhaocheng;  Chen, Yixian
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Data Analysis  Human Mobility  Intelligent Transportation Systems  Traffic Monitoring  
Recent Advances in 3D Human Pose Estimation: From Optimization to Implementation and beyond Journal article
International Journal of Pattern Recognition and Artificial Intelligence, 2022,Volume: 36,Issue: 2
Authors:  Yan, Jielu;  Zhou, Mingliang;  Pan, Jinli;  Yin, Meng;  Fang, Bin
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3D human pose estimation  deep learning  multi-person  pictorial structure  unsupervised  
Amelioration of Alzheimer’s disease pathology by mitophagy inducers identified via machine learning and a cross-species workflow Journal article
Nature Biomedical Engineering, 2022,Volume: 6,Issue: 1,Page: 76-93
Authors:  Xie, Chenglong;  Zhuang, Xu Xu;  Niu, Zhangming;  Ai, Ruixue;  Lautrup, Sofie;  Zheng, Shuangjia;  Jiang, Yinghui;  Han, Ruiyu;  Gupta, Tanima Sen;  Cao, Shuqin;  Lagartos-Donate, Maria Jose;  Cai, Cui Zan;  Xie, Li Ming;  Caponio, Domenica;  Wang, Wen Wen;  Schmauck-Medina, Tomas;  Zhang, Jianying;  Wang, He ling;  Lou, Guofeng;  Xiao, Xianglu;  Zheng, Wenhua;  Palikaras, Konstantinos;  Yang, Guang;  Caldwell, Kim A.;  Caldwell, Guy A.;  Shen, Han Ming;  Nilsen, Hilde;  Lu, Jia Hong;  Fang, Evandro F.
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Marginalized Graph Self-Representation for Unsupervised Hyperspectral Band Selection Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Zhang, Yongshan;  Wang, Xinxin;  Jiang, Xinwei;  Zhou, Yicong
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Graph convolution  Hyperspectral band selection  Marginalized corruption  Self-representation (SR)  Unsupervised learning  
Toward Efficient Palmprint Feature Extraction by Learning a Single-Layer Convolution Network Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Fei, Lunke;  Zhao, Shuping;  Jia, Wei;  Zhang, Bob;  Wen, Jie;  Xu, Yong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/17
Biometrics  Codes  Collaboration  compact convolution network  Convolution  Feature extraction  joint feature learning  Palmprint recognition  palmprint recognition.  Representation learning  Training