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A Riemannian inexact Newton dogleg method for constructing a symmetric nonnegative matrix with prescribed spectrum Journal article
Zhao, Zhi, Yao, Teng Teng, Bai, Zheng Jian, Jin, Xiao Qing. A Riemannian inexact Newton dogleg method for constructing a symmetric nonnegative matrix with prescribed spectrum[J]. Numerical Algorithms, 2022, 92, 1951–1981.
Authors:  Zhao, Zhi;  Yao, Teng Teng;  Bai, Zheng Jian;  Jin, Xiao Qing
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.7/1.9 | Submit date：2023/01/30
Symmetric Nonnegative Inverse Eigenvalue Problem  Underdetermined Equation  Riemannian Newton Dogleg Method  Preconditioner  
Indian Buffet Process-Based on Nonnegative Matrix Factorization with Single Binary Component Conference paper
Xindi Ma, Jie Gao, Xiaoyu Liu, Taiping Zhang, Yuan Yan Tang. Indian Buffet Process-Based on Nonnegative Matrix Factorization with Single Binary Component[C]:IEEE, 2021, 1139-1144.
Authors:  Xindi Ma;  Jie Gao;  Xiaoyu Liu;  Taiping Zhang;  Yuan Yan Tang
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/05/13
Exponential Gaussian Model  Indian Buffet Process  Nonnegative Matrix Factorization  Single Binary Components  
Robust Geometric Model Fitting Based on Nonnegative Matrix Underapproximation with Pruning Techniques for Multi-Structure Data Journal article
Lin, Shu Yuan, Lai, Tao Tao, Yan, Yan, Zhang, Li Ming, Wang, Han Zi. Robust Geometric Model Fitting Based on Nonnegative Matrix Underapproximation with Pruning Techniques for Multi-Structure Data[J]. Jisuanji Xuebao/Chinese Journal of Computers, 2021, 44(7), 1414-1429.
Authors:  Lin, Shu Yuan;  Lai, Tao Tao;  Yan, Yan;  Zhang, Li Ming;  Wang, Han Zi
Favorite | TC[Scopus]:0 | Submit date：2021/12/08
Computer Vision  Multiple-structure Data  Nonnegative Matrix Underapproximation  Outlier Pruning  Robust Geometric Model Fitting  
Cauchy NMF for Hyperspectral Unmixing Conference paper
Jiangtao Peng, Fan Jiang, Weiwei Sun, Yicong Zhou. Cauchy NMF for Hyperspectral Unmixing[C], 2021, 2384-2387.
Authors:  Jiangtao Peng;  Fan Jiang;  Weiwei Sun;  Yicong Zhou
Favorite | TC[WOS]:3 TC[Scopus]:3 | Submit date：2022/07/09
Hyperspectral Unmixing  Nonnegative Matrix Factorization  Cauchy Loss Function  
Self-Paced Nonnegative Matrix Factorization for Hyperspectral Unmixing Journal article
Peng, Jiangtao, Zhou, Yicong, Sun, Weiwei, Du, Qian, Xia, Lekang. Self-Paced Nonnegative Matrix Factorization for Hyperspectral Unmixing[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(2), 1501-1515.
Authors:  Peng, Jiangtao;  Zhou, Yicong;  Sun, Weiwei;  Du, Qian;  Xia, Lekang
Favorite | TC[WOS]:61 TC[Scopus]:63  IF:7.5/7.6 | Submit date：2021/12/07
Hyperspectral Unmixing  Nonnegative Matrix Factorization (Nmf)  Self-paced Learning (Spl)  
Perron Vector Analysis For Irreducible Nonnegative Tensors And Its Applications Journal article
Li, Wen, Liu, Wei Hui, Vong, Seak Weng. Perron Vector Analysis For Irreducible Nonnegative Tensors And Its Applications[J]. Journal of Industrial and Management Optimization, 2021, 17(1), 29-50.
Authors:  Li, Wen;  Liu, Wei Hui;  Vong, Seak Weng
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:1.2/1.2 | Submit date：2021/12/07
Bound  Irreducibility  Nonnegative Tensor  Perron Vector  Spectral Radius  
A General Loss-Based Nonnegative Matrix Factorization for Hyperspectral Unmixing Journal article
Peng, Jiangtao, Sun, Weiwei, Jiang, Fan, Chen, Hong, Zhou, Yicong, Du, Qian. A General Loss-Based Nonnegative Matrix Factorization for Hyperspectral Unmixing[J]. IEEE Geoscience and Remote Sensing Letters, 2020, 19, 5500105.
Authors:  Peng, Jiangtao;  Sun, Weiwei;  Jiang, Fan;  Chen, Hong;  Zhou, Yicong; et al.
Favorite | TC[WOS]:4 TC[Scopus]:13  IF:4.0/4.4 | Submit date：2022/05/17
Hyperspectral Imaging  Robustness  Data Models  Matrix Decomposition  Shape  Loss Measurement  General Loss  Hyperspectral Unmixing  Nonnegative Matrix Factorization (Nmf)  
Inexact generalized Noda iterations for generalized eigenproblems Journal article
Ge,Xiao, Chen,Xiao Shan, Vong,Seak Weng. Inexact generalized Noda iterations for generalized eigenproblems[J]. JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2020, 366, 112418.
Authors:  Ge,Xiao;  Chen,Xiao Shan;  Vong,Seak Weng
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:2.1/2.1 | Submit date：2021/03/09
Inexact Generalized Noda Iteration  Nonnegative Irreducible Matrix  Perron–frobenius Theory  Superlinear Convergence  
Inexact generalized noda iterations for generalized eigenproblems Journal article
Ge, X., Chen, X. S., Vong, S. W.. Inexact generalized noda iterations for generalized eigenproblems[J]. Journal of Computational and Applied Mathematics, 2020, 112418-112418.
Authors:  Ge, X.;  Chen, X. S.;  Vong, S. W.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:2.1/2.1 | Submit date：2022/07/02
Inexact Generalized Noda Iteration  Nonnegative Irreducible Matrix  Perron-frobenius Theory  
Nonnegative self-representation with a fixed rank constraint for subspace clustering Journal article
Zhong,Guo, Pun,Chi Man. Nonnegative self-representation with a fixed rank constraint for subspace clustering[J]. INFORMATION SCIENCES, 2020, 518, 127-141.
Authors:  Zhong,Guo;  Pun,Chi Man
Favorite | TC[WOS]:14 TC[Scopus]:16  IF:0/0 | Submit date：2021/03/11
Graph Clustering  Subspace Clustering  Least Squares Regression  Nonnegative Representation