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Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
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Compressive sensing  Hamiltonian Monte Carlo  LASSO  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
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  
Random Maclaurin Feature-based Fuzzy Clustering Conference paper
2020 7th International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 2020
Authors:  Wang,Yingxu;  Chen,Long;  Li,Tianjun;  Tian,Yifei
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fuzzy clustering  kernel-based clustering  polynomial kernel  random Maclaurin feature  
Revisiting Nyström extension for hypergraph clustering Journal article
Neurocomputing, 2020,Volume: 403,Page: 247-256
Authors:  Zhong,Guo;  Pun,Chi Man
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Hypergraph clustering  Incidence matrix  Large-scale clustering  Nyström extension  Sampling  
Approximate empirical kernel map-based iterative extreme learning machine for clustering Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 12,Page: 8031-8046
Authors:  Chen,Chuangquan;  Vong,Chi Man;  Wong,Pak Kin;  Tai,Keng Iam
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Approximate empirical kernel map  Compact model  Extreme learning machine  Kernel learning  Maximum margin clustering  
A new learning paradigm for random vector functional-link network: RVFL+ Journal article
Neural Networks, 2020,Volume: 122,Page: 94-105
Authors:  Zhang,Peng Bo;  Yang,Zhi Xin
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KRVFL+  Learning using privileged information  Random vector functional link networks  RVFL+  SVM+  The Rademacher complexity  
Extreme semi-supervised learning for multiclass classification Journal article
Neurocomputing, 2020,Volume: 376,Page: 103-118
Authors:  Chen,Chuangquan;  Gan,Yanfen;  Vong,Chi Man
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Alternating optimization  Approximate empirical kernel map  Extreme learning machine  Multiclass classification  Semi-supervised support vector machine  
A Multimodal Saliency Model for Videos with High Audio-Visual Correspondence Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 3805-3819
Authors:  Xiongkuo Min;  Guangtao Zhai;  Jiantao Zhou;  Xiao-Ping Zhang;  Xiaokang Yang;  Xinping Guan
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Attention Fusion  Audio-visual Attention  Multimodal  Saliency  Visual Attention  
On Determinant Expansions for Hankel Operators Journal article
Concrete Operators, 2020,Volume: 7,Issue: 1,Page: 13-44
Authors:  Blower,Gordon;  Chen,Yang
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linear systems  orthogonal polynomials  special functions  Wiener-Hopf