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Learning cognitive embedding using signed knowledge interaction graph Journal article
Knowledge-Based Systems, 2021,Volume: 229
Authors:  Huo, Yujia;  Wong, Derek F.;  Ni, Lionel M.;  Chao, Lidia S.;  Zhang, Jing;  Zuo, Xin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Knowledge representation  Representation learning  Signed interaction graph  
Two-phase non-invasive multi-disease detection via sublingual region Journal article
Computers in Biology and Medicine, 2021,Volume: 137
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zhang, Bob
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Feature extraction  Medical biometrics  Multi-disease detection  Non-invasive disease detection  Sublingual vein  
A novel feature representation approach for single-lead heartbeat classification based on adaptive Fourier decomposition Journal article
International Journal of Wavelets, Multiresolution and Information Processing, 2021,Volume: 19,Issue: 5
Authors:  Tan, Chunyu;  Zhang, Liming;  Wu, Hau Tieng;  Qian, Tao
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adaptive Fourier decomposition  Heartbeat classification  instantaneous frequency  time-frequency representation  
Human activity recognition by manifold regularization based dynamic graph convolutional networks Journal article
Neurocomputing, 2021,Volume: 444,Page: 217-225
Authors:  Liu, Weifeng;  Fu, Sichao;  Zhou, Yicong;  Zha, Zheng Jun;  Nie, Liqiang
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Graph convolutional networks  Human activity recognition  Semi-supervised learning  
Dynamic graph learning convolutional networks for semi-supervised classification Journal article
ACM Transactions on Multimedia Computing, Communications and Applications, 2021,Volume: 17,Issue: 1s
Authors:  Fu, Sichao;  Liu, Weifeng;  Guan, Weili;  Zhou, Yicong;  Tao, Dapeng;  Xu, Changsheng
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graph convolutional networks  Graph representation learning  semi-supervised classification  
Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Volume: 32,Issue: 3,Page: 1204-1216
Authors:  Xu, Jiamiao;  Wang, Fangzhao;  Peng, Qinmu;  You, Xinge;  Wang, Shuo;  Jing, Xiao Yuan;  Chen, C. L.Philip
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Block-diagonal Representation Learning  Cross-view Classification  Low-rank Representation  Multiview Learning  
Prior Knowledge Regularized Multiview Self-Representation and its Applications Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Volume: 32,Issue: 3,Page: 1325-1338
Authors:  Xiao, Xiaolin;  Chen, Yongyong;  Gong, Yue Jiao;  Zhou, Yicong
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Low-rank Tensor Representation  Multiview  Prior Knowledge  Self-representation  Semisupervised Classification  Tensor Singular Value Decomposition (T-svd)  Weakly Supervised Clustering  
Illuminance Compensation and Texture Enhancement via the Hodge Decomposition Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2021,Volume: 31,Issue: 3,Page: 956-971
Authors:  Wu, Jian;  Zhang, Bob;  Xu, Yong;  Zhang, David
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Drift Compensation  Harmonic Function  Hodge Decomposition  Illuminance Interference  Texture Descriptor  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Page: 1-13
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
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Collaboration  Collaborative Representation Learning (Crl)  Context Modeling  Correlation  Data Models  Electronic Mail  Global And Local Contexts  Learning Systems  Network Embeddings  Network Representation Learning (Nrl)  Network Topology  Topic Modeling.  
Local discriminant coding based convolutional feature representation for multimodal finger recognition Journal article
Information Sciences, 2021,Volume: 547,Page: 1170-1181
Authors:  Li,Shuyi;  Zhang,Bob;  Zhao,Shuping;  Yang,Jinfeng
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Convolutional Neural Network  Local Coding  Multimodal Finger Recognition