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Efficient quaternion CUR method for low-rank approximation to quaternion matrix Journal article
Pengling Wu, Kit Ian Kou, Hongmin Cai, Zhaoyuan Yu. Efficient quaternion CUR method for low-rank approximation to quaternion matrix[J]. Numerical Algorithms, 2024.
Authors:  Pengling Wu;  Kit Ian Kou;  Hongmin Cai;  Zhaoyuan Yu
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.7/1.9 | Submit date:2024/08/20
65f55  Color Image Processing  Low-rank Approximation  Quaternion Cur Decomposition  Quaternion Matrix  
Parameter-Free Robust Ensemble Framework of Fuzzy Clustering Journal article
Shi,Zhaoyin, Chen,Long, Ding,Weiping, Zhang,Chuanbin, Wang,Yingxu. Parameter-Free Robust Ensemble Framework of Fuzzy Clustering[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(12), 4205-4219.
Authors:  Shi,Zhaoyin;  Chen,Long;  Ding,Weiping;  Zhang,Chuanbin;  Wang,Yingxu
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:10.7/9.7 | Submit date:2023/08/03
Clustering Algorithms  Clustering Ensemble  Computational Efficiency  Costs  Fluctuations  Fuzzy Clustering  Latent Information  Matrix Decomposition  Optimization  Parameter-free Model  Spectral Feature  Tensors  
Improved Normalized Cut for Multi-view Clustering Journal article
Zhong, Guo, Pun, Chi Man. Improved Normalized Cut for Multi-view Clustering[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2022, 44(12), 10244-10251.
Authors:  Zhong, Guo;  Pun, Chi Man
Favorite | TC[WOS]:24 TC[Scopus]:27  IF:20.8/22.2 | Submit date:2022/05/13
Clustering  Clustering Algorithms  Clustering Methods  Fuses  Laplace Equations  Linear Programming  Matrix Decomposition  Multi-view Data  Normalized Cut  Optimization  
Joint Transceiver Optimization for IRS-Aided MIMO Communications Journal article
Zhao, Xin, Xu, Kaizhe, Ma, Shaodan, Gong, Shiqi, Yang, Guanghua, Xing, Chengwen. Joint Transceiver Optimization for IRS-Aided MIMO Communications[J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70(5), 3467 - 3482.
Authors:  Zhao, Xin;  Xu, Kaizhe;  Ma, Shaodan;  Gong, Shiqi;  Yang, Guanghua; et al.
Favorite | TC[WOS]:20 TC[Scopus]:24  IF:7.2/6.3 | Submit date:2022/05/17
Intelligent Reflecting Surface  General Performance Metrics  Eigenvalue Decomposition  Matrix-monotonic Optimization  Mse Matrix  Multi-user Mimo System  
An Iterative Implementation of Variable Projection for Separable Nonlinear Optimization Problems Journal article
Chen, Guang Yong, Gan, Min, Zhu, Hong Tao, Chen, Long, Chen, C. L.P.. An Iterative Implementation of Variable Projection for Separable Nonlinear Optimization Problems[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(11), 7259-7267.
Authors:  Chen, Guang Yong;  Gan, Min;  Zhu, Hong Tao;  Chen, Long;  Chen, C. L.P.
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:8.6/8.7 | Submit date:2022/05/17
Iterative Algorithms  Jacobian Matrices  Matrix Decomposition  Numerical Models  Optimization  Parameter Estimation  Projection Algorithms  Radial Basis Function Network-based State-dependent Autoregressive (Rbf-ar) Model  Separable Nonlinear Least-squares (Snlls) Problem  Signal Processing  Variable projection.\enlargethispage-12pt  
Color Image Recovery Using Low-Rank Quaternion Matrix Completion Algorithm Journal article
Miao, Jifei, Kou, Kit Ian. Color Image Recovery Using Low-Rank Quaternion Matrix Completion Algorithm[J]. IEEE Transactions on Image Processing, 2021, 31, 190-201.
Authors:  Miao, Jifei;  Kou, Kit Ian
Favorite | TC[WOS]:33 TC[Scopus]:37  IF:10.8/12.1 | Submit date:2022/05/17
Color Image Recovery  Low-rank Decomposition  Matrix Completion  Quaternion  
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)  
Image decomposition based matrix regression with applications to robust face recognition Journal article
Qian,Jianjun, Yang,Jian, Xu,Yong, Xie,Jin, Lai,Zhihui, Zhang,Bob. Image decomposition based matrix regression with applications to robust face recognition[J]. Pattern Recognition, 2020, 102, 107204.
Authors:  Qian,Jianjun;  Yang,Jian;  Xu,Yong;  Xie,Jin;  Lai,Zhihui; et al.
Favorite | TC[WOS]:17 TC[Scopus]:20  IF:7.5/7.6 | Submit date:2021/03/11
Image Decomposition  Low Rank  Matrix Regression  Pattern Classification  
Electric Vehicles Charging Scheduling Optimization for Total Elapsed Time Minimization Conference paper
Qian Liping, Zhou Xinyue, Yu Ningning, Wu Yuan. Electric Vehicles Charging Scheduling Optimization for Total Elapsed Time Minimization[C]:IEEE, 2020.
Authors:  Qian Liping;  Zhou Xinyue;  Yu Ningning;  Wu Yuan
Favorite | TC[Scopus]:12 | Submit date:2021/03/11
Electric Vehicles  Crowd Sensing  Total Elapsed Time  Matrix Decomposition Method  Backtracking Method  
Low-Rank Quaternion Approximation for Color Image Processing Journal article
Yongyong Chen, Xiaolin Xiao, Yicong Zhou. Low-Rank Quaternion Approximation for Color Image Processing[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 29, 1426-1439.
Authors:  Yongyong Chen;  Xiaolin Xiao;  Yicong Zhou
Favorite | TC[WOS]:109 TC[Scopus]:120  IF:10.8/12.1 | Submit date:2022/07/09
Low-rank Matrix Approximation  Image Denoising  Image Inpainting  Quaternion Singular Value Decomposition  Nonconvex Approximation