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A parallel multilevel domain decomposition method for source identification problems governed by elliptic equations Journal article
Journal of Computational and Applied Mathematics, 2021,Volume: 392
Authors:  Deng,Xiaomao;  Liao,Zi Ju;  Cai,Xiao Chuan
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Domain decomposition  Inverse problems  Parallel computing  Source identification  
RPCA-induced self-representation for subspace clustering Journal article
Neurocomputing, 2021,Volume: 437,Page: 249-260
Authors:  Zhong,Guo;  Pun,Chi Man
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Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
Fast implicit difference schemes for time-space fractional diffusion equations with the integral fractional Laplacian Journal article
Mathematical Methods in the Applied Sciences, 2021,Volume: 44,Issue: 1,Page: 441-463
Authors:  Gu,Xian Ming;  Sun,Hai Wei;  Zhang,Yanzhi;  Zhao,Yong Liang
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Caputo derivative  circulant preconditioner  fractional diffusion equations  integral fractional Laplacian  Krylov subspace solvers  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Information Fusion, 2021,Volume: 65,Page: 108-118
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob;  Zhang,David
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Classification  Gaussian Process  Multi-view  View-shared  View-specific  
Similarity and diversity induced paired projection for cross-modal retrieval Journal article
Information Sciences, 2020,Volume: 539,Page: 215-228
Authors:  Li,Jinxing;  Li,Mu;  Lu,Guangming;  Zhang,Bob;  Yin,Hongpeng;  Zhang,David
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Cross-modal  Diversity  Pair projection  Similarity  
Tracking objects with partial occlusion by background alignment Journal article
Neurocomputing, 2020,Volume: 402,Page: 1-13
Authors:  Wu,Feng;  Vong,Chi Man;  Liu,Qiong
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Background alignment  Object tracking  Partial occlusion  Subspace learning  
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 8,Page: 2847-2856
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
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Data driven  face recognition  imbalanced classification  spare supervised representation-based classifier (SSRC)  sparse representation-based classification (SRC)  
An optimal preconditioner for tensor equations involving Einstein product Journal article
Linear and Multilinear Algebra, 2020,Volume: 68,Issue: 5,Page: 886-902
Authors:  Xie,Ze Jia;  Jin,Xiao Qing;  Sin,Vai Kuong
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15A69  65F08  circulant tensor  optimal preconditioner  Ren-Cang Li  Tensor  tensor equation  Toeplitz tensor  
Nonnegative self-representation with a fixed rank constraint for subspace clustering Journal article
Information Sciences, 2020,Volume: 518,Page: 127-141
Authors:  Zhong,Guo;  Pun,Chi Man
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Graph clustering  Least squares regression  Nonnegative representation  Subspace clustering  
Subspace clustering by simultaneously feature selection and similarity learning Journal article
Knowledge-Based Systems, 2020,Volume: 193
Authors:  Zhong,Guo;  Pun,Chi Man
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Affinity matrix  Feature selection  Graph learning  Similarity learning  Subspace clustering