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Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 9,Page: 4712-4726
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Hua, Zhongyun;  Zhou, Yicong
Favorite |  | TC[WOS]:13 TC[Scopus]:13 | Submit date:2022/05/13
Adaptive Learning  Clustering Methods  Complexity Theory  Computational Modeling  Learning Systems  Low-rank Representation (Lrr)  Markov Chain  Multiview Clustering  Sparse Matrices  Spectral Clustering.  Task Analysis  Tensors  
A Semi-Tensor Product of Tensors and Applications Journal article
East Asian Journal on Applied Mathematics, 2022,Volume: 12,Issue: 3,Page: 696-714
Authors:  Liu, Wei Hui;  Xie, Ze Jia;  Jin, Xiao Qing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Einstein Product  Kronecker Product  Semi-tensor Product  Swap Tensor  Tensor  
Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach Journal article
IEEE Transactions on Cybernetics, 2022
Authors:  Sun, Xiaoli;  Zhang, Xiujun;  Xu, Chen;  Xiao, Mingqing;  Tang, Yuanyan
Favorite |  | TC[WOS]:5 TC[Scopus]:2 | Submit date:2022/05/17
Correlation  Feature Extraction  Log-determinant Function  Mathematical Models  Minimization  Object Detection  Saliency Detection  Salient Object Detection  Sliced Laplacian Regularization  Tensor Group Sparse  Tensorial Feature Representation  Tensors  
Sliced Sparse Gradient Induced Multi-View Subspace Clustering via Tensorial Arctangent Rank Minimization Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022
Authors:  Sun, Xiaoli;  Zhu, Rui;  Yang, Ming;  Zhang, Xiujun;  Tang, Yuanyan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Clustering algorithms  Clustering methods  Correlation  Laplace equations  Minimization  Multiple view  sliced sparse gradient  subspace clustering  Sun  tensor arctangent rank  Tensors  
A study on T-eigenvalues of third-order tensors Journal article
Linear Algebra and Its Applications, 2021,Volume: 612,Page: 357-374
Authors:  Liu,Wei hui;  Jin,Xiao qing;  Liu,Wei hui;  Jin,Xiao qing
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Commutative Tensor Family  Hermitian Tensor  Lyapunov Equation  Stability  T-eigenvalue  T-product  
Non-convex penalty based multimodal medical image fusion via sparse tensor factorization Conference paper
Proceedings of SPIE - The International Society for Optical Engineering
Authors:  Sun, Haoze;  Deng, Xiao Xue;  Wang, Zhenya;  Yan, Yan;  Xu, Guoxia;  Yu, Yu Feng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Multimodal medical image fusion  Non-convex penalty  Sparse approximate solution  Tensor factorization  
Self-paced Enhanced Low-rank Tensor Kernelized Multi-view Subspace Clustering Journal article
IEEE Transactions on Multimedia, 2021
Authors:  Chen, Yongyong;  Wang, Shuqin;  Xiao, Xiaolin;  Liu, Youda;  Hua, Zhongyun;  Zhou, Yicong
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/05/13
Clustering Methods  Enhanced Low-rank Representation  Feature Extraction  Kernel  Kernel  Low-rank Tensor Representation  Multi-view Clustering  Reliability  Self-paced Learning  Streaming Media  Tensors  Videos  
Perron Vector Analysis For Irreducible Nonnegative Tensors And Its Applications Journal article
Journal of Industrial and Management Optimization, 2021,Volume: 17,Issue: 1,Page: 29-50
Authors:  Li, Wen;  Liu, Wei Hui;  Vong, Seak Weng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/07
Bound  Irreducibility  Nonnegative Tensor  Perron Vector  Spectral Radius  
Low-rank quaternion tensor completion for recovering color videos and images Journal article
Pattern Recognition, 2020,Volume: 107
Authors:  Miao,Jifei;  Kou,Kit Ian;  Liu,Wankai
Favorite |  | TC[WOS]:12 TC[Scopus]:15 | Submit date:2021/03/11
Color Images  Color Videos  Low-rank  Quaternion  Tensor Completion  
A new preconditioned SOR method for solving multi-linear systems with an M -tensor Journal article
Calcolo, 2020,Volume: 57,Issue: 2
Authors:  Liu,Dongdong;  Li,Wen;  Vong,Seak Weng
Favorite |  | TC[WOS]:8 TC[Scopus]:6 | Submit date:2021/03/09
Multi-linear System  Preconditioned Method  Sor Method  Stong M-tensor  Tensor Splitting Algorithm