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Quaternion tensor train rank minimization with sparse regularization in a transformed domain for quaternion tensor completion Journal article
Miao, Jifei, Kou, Kit Ian, Yang, Liqiao, Cheng, Dong. Quaternion tensor train rank minimization with sparse regularization in a transformed domain for quaternion tensor completion[J]. Knowledge-Based Systems, 2024, 284, 111222.
Authors:  Miao, Jifei;  Kou, Kit Ian;  Yang, Liqiao;  Cheng, Dong
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/02/22
Color Image Inpainting  Color Video  Quaternion Tensor Completion  Quaternion Tensor Train Decomposition  Sparse Regularization  
Graph-based sparse bayesian broad learning system for semi-supervised learning Journal article
Xu, Lili, Philip Chen, C. L., Han, Ruizhi. Graph-based sparse bayesian broad learning system for semi-supervised learning[J]. INFORMATION SCIENCES, 2022, 597, 193-210.
Authors:  Xu, Lili;  Philip Chen, C. L.;  Han, Ruizhi
Favorite | TC[WOS]:13 TC[Scopus]:13  IF:0/0 | Submit date：2022/05/13
Classification  Fast Marginal Likelihood Maximization  Graph-based Model  Manifold Regularization  Semi-supervised Learning  Sparse Bayesian Broad Learning System  
Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach Journal article
Xiaoli Sun, Xiujun Zhang, Chen Xu, Mingqing Xiao, Yuanyan Tang. Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach[J]. IEEE Transactions on Cybernetics, 2022, 53(3), 1816 - 1829.
Authors:  Xiaoli Sun;  Xiujun Zhang;  Chen Xu;  Mingqing Xiao;  Yuanyan Tang
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:9.4/10.3 | Submit date：2022/05/17
Log-determinant Function  Salient Object Detection  Sliced Laplacian Regularization  Tensor Group Sparse  Tensorial Feature Representation  
Scalable and memory-efficient sparse learning for classification with approximate Bayesian regularization priors Journal article
Luo, Jiahua, Gan, Yanfen, Vong, Chi Man, Wong, Chi Man, Chen, Chuangquan. Scalable and memory-efficient sparse learning for classification with approximate Bayesian regularization priors[J]. Neurocomputing, 2021, 457, 106-116.
Authors:  Luo, Jiahua;  Gan, Yanfen;  Vong, Chi Man;  Wong, Chi Man;  Chen, Chuangquan
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:5.5/5.5 | Submit date：2021/12/08
Approximate Bayesian Regularization Priors  Relevance Vector Machine  Scalable Sparse Bayesian Learning  Sparse Bayesian Extreme Learning Machine  
Scalable and memory-efficient sparse learning for classification with approximate Bayesian regularization priors Journal article
Luo, J.H., Gan, Y.F., Vong, C. M., Wong, C.M., Chen, C.Q.. Scalable and memory-efficient sparse learning for classification with approximate Bayesian regularization priors[J]. Neurocomputing (SCI-E), 2021, 106-116.
Authors:  Luo, J.H.;  Gan, Y.F.;  Vong, C. M.;  Wong, C.M.;  Chen, C.Q.
Favorite |   IF:5.5/5.5 | Submit date：2022/08/09
Scalable Sparse Bayesian Learning  Approximate Bayesian Regularization Priors  Relevance Vector Machine  Sparse Bayesian Extreme Learning Machine  
Fast and Robust Dictionary-based Classification for Image Data Journal article
Zeng, S., Zhang, B., Gou, J., Xu, Y., Huang, W.. Fast and Robust Dictionary-based Classification for Image Data[J]. ACM Transactions on Knowledge Discovery from Data (TKDD), 2021, 15(6), 97.
Authors:  Zeng, S.;  Zhang, B.;  Gou, J.;  Xu, Y.;  Huang, W.
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:4.0/3.9 | Submit date：2022/07/13
Image Classification  Regularization  Sparse Representation  Dictionary Learning  Svd  
Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification Journal article
Zeng, S., Zhang, B., Gou, J., Xu, Y.. Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification[J]. IEEE Transactions on Cybernetics, 2020, 52(6), 4935 - 4948.
Authors:  Zeng, S.;  Zhang, B.;  Gou, J.;  Xu, Y.
Favorite | TC[WOS]:28 TC[Scopus]:25  IF:9.4/10.3 | Submit date：2022/07/13
Data Augmentation  Diversification  Image Classification  Regularization  Sparse Representation  
Dual sparse learning via data augmentation for robust facial image classification Journal article
Zeng,Shaoning, Zhang,Bob, Zhang,Yanghao, Gou,Jianping. Dual sparse learning via data augmentation for robust facial image classification[J]. International Journal of Machine Learning and Cybernetics, 2020, 11(8), 1717-1734.
Authors:  Zeng,Shaoning;  Zhang,Bob;  Zhang,Yanghao;  Gou,Jianping
Favorite | TC[WOS]:10 TC[Scopus]:8  IF:3.1/3.6 | Submit date：2021/03/11
Image Classification  Sparse Representation  Dictionary Learning  L1 Regularization  
Learning double weights via data augmentation for robust sparse and collaborative representation-based classification Journal article
Zeng,Shaoning, Zhang,Bob, Gou,Jianping. Learning double weights via data augmentation for robust sparse and collaborative representation-based classification[J]. Multimedia Tools and Applications, 2020, 79(29-30), 20617-20638.
Authors:  Zeng,Shaoning;  Zhang,Bob;  Gou,Jianping
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:3.0/2.9 | Submit date：2021/03/11
Augmentation  Image Classification  Regularization  Sparse Representation  
Collaboratively Weighting Deep and Classic Representation via L2 Regularization for Image Classification Conference paper
Zeng, S., Zhang, B., Zhang, Y., Guo, J.. Collaboratively Weighting Deep and Classic Representation via L2 Regularization for Image Classification[C], 2018.
Authors:  Zeng, S.;  Zhang, B.;  Zhang, Y.;  Guo, J.
Favorite |  | Submit date：2022/07/13
Sparse Representation  Collaborative Representation  Collaborative Weight  L2 Regularization  Image Classi Cation