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Robust Discriminative t-Linear Subspace Learning for Image Feature Extraction Journal article
Liu, Kangdao, Xiao, Xiaolin, You, Jinkun, Zhou, Yicong. Robust Discriminative t-Linear Subspace Learning for Image Feature Extraction[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(8), 7315-7327.
Authors:  Liu, Kangdao;  Xiao, Xiaolin;  You, Jinkun;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/05/16
Dimensionality Reduction  Image Feature Extraction  Subspace Learning  T-product  
Dynamic changes of phenolic acids and antioxidant activity of Citri Reticulatae Pericarpium during aging processes Journal article
Bian, Xiqing, Xie, Xinyi, Cai, Jialing, Zhao, Yiran, Miao, Wen, Chen, Xiaolin, Xiao, Ying, Li, Na, Wu, Jian Lin. Dynamic changes of phenolic acids and antioxidant activity of Citri Reticulatae Pericarpium during aging processes[J]. Food Chemistry, 2022, 373.
Authors:  Bian, Xiqing;  Xie, Xinyi;  Cai, Jialing;  Zhao, Yiran;  Miao, Wen; et al.
Favorite | TC[WOS]:36 TC[Scopus]:40  IF:8.5/8.2 | Submit date：2022/09/21
Abts Assay  Citri Reticulatae Pericarpium  Correlation Analysis  Phenolic Acids  Quantification  
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering Journal article
Chen, Yongyong, Xiao, Xiaolin, Hua, Zhongyun, Zhou, Yicong. Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(9), 4712-4726.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Hua, Zhongyun;  Zhou, Yicong
Favorite | TC[WOS]:49 TC[Scopus]:45  IF:10.2/10.4 | Submit date：2022/05/13
Adaptive Learning  Low-rank Representation (Lrr)  Markov Chain  Multiview Clustering  Spectral Clustering  
Dry-regulated hydrogels with anisotropic mechanical performance and ionic conductivity Journal article
Li, Ping, Liu, Yi, Wang, Ziang, Xiao, Xuemei, Meng, Guozhe, Wang, Xiaolin, Guo, Hong Lei, Guo, Hui. Dry-regulated hydrogels with anisotropic mechanical performance and ionic conductivity[J]. Chinese Chemical Letters, 2022, 33(2), 871-876.
Authors:  Li, Ping;  Liu, Yi;  Wang, Ziang;  Xiao, Xuemei;  Meng, Guozhe; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:9.4/7.3 | Submit date：2023/01/30
Anisotropicity  Crystalline Hydrogels  Differential Conductivity  Dry Process  Mechanical Performance  
Self-paced Enhanced Low-rank Tensor Kernelized Multi-view Subspace Clustering Journal article
Chen, Yongyong, Wang, Shuqin, Xiao, Xiaolin, Liu, Youfa, Hua, Zhongyun, Zhou, Yicong. Self-paced Enhanced Low-rank Tensor Kernelized Multi-view Subspace Clustering[J]. IEEE Transactions on Multimedia, 2022, 24, 4054-4065.
Authors:  Chen, Yongyong;  Wang, Shuqin;  Xiao, Xiaolin;  Liu, Youfa;  Hua, Zhongyun; et al.
Favorite | TC[WOS]:25 TC[Scopus]:26  IF:8.4/8.0 | Submit date：2022/05/13
Multi-view Clustering  Low-rank Tensor Representation  Kernel  Enhanced Low-rank Representation  Self-paced Learning  
Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering Journal article
Chen, Yongyong, Xiao, Xiaolin, Peng, Chong, Lu, Guangming, Zhou, Yicong. Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 32(1), 92-104.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Peng, Chong;  Lu, Guangming;  Zhou, Yicong
Favorite | TC[WOS]:121 TC[Scopus]:125  IF:8.3/7.1 | Submit date：2022/02/22
Graph Learning  Low-rank  Multi-view Clustering  Tensor Approximation  
Prior Knowledge Regularized Multiview Self-Representation and its Applications Journal article
Xiao, Xiaolin, Chen, Yongyong, Gong, Yue Jiao, Zhou, Yicong. Prior Knowledge Regularized Multiview Self-Representation and its Applications[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 32(3), 1325-1338.
Authors:  Xiao, Xiaolin;  Chen, Yongyong;  Gong, Yue Jiao;  Zhou, Yicong
Favorite | TC[WOS]:27 TC[Scopus]:28  IF:10.2/10.4 | Submit date：2021/12/07
Low-rank Tensor Representation  Multiview  Prior Knowledge  Self-representation  Semisupervised Classification  Tensor Singular Value Decomposition (T-svd)  Weakly Supervised Clustering  
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix Journal article
Chen, Yongyong, Xiao, Xiaolin, Zhou, Yicong. Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix[J]. Pattern Recognition, 2020, 106, 107441.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Zhou, Yicong
Favorite | TC[WOS]:103 TC[Scopus]:114  IF:7.5/7.6 | Submit date：2021/12/06
Adaptive Weights  Local Manifold  Low-rank Tensor Representation  Multi-view Subspace Clustering  Tensor-singular Value Decomposition  
Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction Journal article
Xiaolin Xiao, Yongyong Chen, Yue-Jiao Gong, Yicong Zhou. Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction[J]. IEEE transactions on image processing, 2020, 30, 108-120.
Authors:  Xiaolin Xiao;  Yongyong Chen;  Yue-Jiao Gong;  Yicong Zhou
Favorite | TC[WOS]:21 TC[Scopus]:23  IF:10.8/12.1 | Submit date：2022/09/02
Adaptive Graph  Low-rank Tensor Representation  Robust Feature Extraction  T-linear Projection Learning  Tensorproduct (T-product)  
Jointly Learning Kernel Representation Tensor and Affinity Matrix for Multi-View Clustering Journal article
Chen, Yongyong, Xiao, Xiaolin, Zhou, Yicong. Jointly Learning Kernel Representation Tensor and Affinity Matrix for Multi-View Clustering[J]. IEEE Transactions on Multimedia, 2020, 22(8), 1985-1997.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Zhou, Yicong
Favorite | TC[WOS]:87 TC[Scopus]:96  IF:8.4/8.0 | Submit date：2021/12/06
Multi-view Clustering  Low-rank Tensor Represen-tation  Kernel Trick  Affinity Matrix  Adaptive Weight