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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  
Dual sparse learning via data augmentation for robust facial image classification Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 8,Page: 1717-1734
Authors:  Zeng,Shaoning;  Zhang,Bob;  Zhang,Yanghao;  Gou,Jianping
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Dictionary learning  Image classification  l1 Regularization  Sparse representation  
Appropriating automated feedback in L2 writing: experiences of Chinese EFL student writers Journal article
Computer Assisted Language Learning, 2020
Authors:  Lianjiang Jiang;  Shulin Yu
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Activity Theory  Appropriation  Automated Feedback  Internalization  Written Feedback  
Reconciliation of group sparsity and low-rank models for image restoration Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo
Authors:  Zha,Zhiyuan;  Wen,Bihan;  Yuan,Xin;  Zhou,Jiantao;  Zhu,Ce
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Adaptive parameter adjustment  Alternating minimization  Group sparse coding  Image restoration  Low-rank regularized group sparse coding  
Two-dimensional frequency-domain system identification Journal article
IEEE Transactions on Automatic Control, 2020,Volume: 65,Issue: 2,Page: 577-590
Authors:  Wang,Xiaoyin;  Qian,Tao;  Leong,Iengtak;  Gao,You
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Generalized partial backward shift operator  matching pursuit  modified maximal selection principle  multidimensional rational approximation  product-Szegö dictionary  product-TM system  two-dimensional (2-D) system identification  
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 5094-5109
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Wen,Bihan;  Zhou,Jiantao;  Zhang,Jiachao;  Zhu,Ce
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Adaptive dictionary  Compressive sensing  GSC  Image restoration  Nuclear norm  Rank minimization  Sparse coding  Weighted ℓp-norm minimization  
Learning Structurally Incoherent Background and Target Dictionaries for Hyperspectral Target Detection Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020,Volume: 13,Page: 3521-3533
Authors:  Guo,Tan;  Luo,Fulin;  Zhang,Lei;  Zhang,Bob;  Tan,Xiaoheng;  Zhou,Xiaocheng
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Dictionary decomposition  hyperspectral image (HSI)  low-rank constraint  sparse model  target detection  
Towards Self-automatable and Unambiguous Smart Contracts: Machine Natural Language Book chapter
出自: Lecture Notes on Data Engineering and Communications Technologies, 2020, 页码: 479-491
Authors:  Qin,Peng;  Guo,Jingzhi;  Shen,Bingqing;  Hu,Quanyi
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Machine natural language  Semantic document  Smart contracts  Universal grammar  
Robust joint representation with triple local feature for face recognition with single sample per person Journal article
Knowledge-Based Systems, 2019,Volume: 181
Authors:  Wang,Xing;  Zhang,Bob;  Yang,Meng;  Ke,Kangyin;  Zheng,Weishi
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Face recognition  Robust joint representation  Single sample per person  Triple local feature  
A Comparative Study for the Nuclear Norms Minimization Methods Conference paper
Proceedings - International Conference on Image Processing, ICIP
Authors:  Zha,Zhiyuan;  Wen,Bihan;  Zhang,Jiachao;  Zhou,Jiantao;  Zhu,Ce
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GSR  image denoising  Low-rank matrix approximation  NNM  WNNM