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Adversarial de-overlapping learning machines for supervised and semi-supervised learning Journal article
Sun, Yichen, Vong, Chi Man, Wang, Shitong. Adversarial de-overlapping learning machines for supervised and semi-supervised learning[J]. International Journal of Machine Learning and Cybernetics, 2024.
Authors:  Sun, Yichen;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.1/3.6 | Submit date：2024/11/05
Class Overlapping  Imbalanced Classification  Random Fourier Features  Semi-supervised Learning  
Contrastive semi-supervised adversarial training method for hyperspectral image classification networks 面向高光谱图像分类网络的对比半监督对抗训练方法 Journal article
Cheng, Shi, Ying, Liu, Minghua, Zhao, Qiguang, Miao, Chi-Man, Pun. Contrastive semi-supervised adversarial training method for hyperspectral image classification networks 面向高光谱图像分类网络的对比半监督对抗训练方法[J]. Journal of Image and Graphics, 2024, 29(7), 1861-1874.
Authors:  Cheng, Shi;  Ying, Liu;  Minghua, Zhao;  Qiguang, Miao;  Chi-Man, Pun
Favorite | TC[Scopus]:0 | Submit date：2024/09/03
Adversarial Attack  Adversarial Defense  Deep Neural Network  Hyperspectral Image Classification  Semi-supervised Learning  
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  
LMSVCR: novel effective method of semi-supervised multi-classification Journal article
Dong, Zijie, Qin, Yimo, Zou, Bin, Xu, Jie, Tang, Yuan Yan. LMSVCR: novel effective method of semi-supervised multi-classification[J]. Neural Computing and Applications, 2022, 34(5), 3857-3873.
Authors:  Dong, Zijie;  Qin, Yimo;  Zou, Bin;  Xu, Jie;  Tang, Yuan Yan
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:4.5/4.7 | Submit date：2022/03/28
Laplacian Svm  Learning Rate  Multi-classification  Semi-supervised Learning  Support Vector Classification-regression  
Semi-supervised classification by graph p-Laplacian convolutional networks Journal article
Fu, Sichao, Liu, Weifeng, Zhang, Kai, Zhou, Yicong, Tao, Dapeng. Semi-supervised classification by graph p-Laplacian convolutional networks[J]. Information Sciences, 2021, 560, 92-106.
Authors:  Fu, Sichao;  Liu, Weifeng;  Zhang, Kai;  Zhou, Yicong;  Tao, Dapeng
Favorite | TC[WOS]:33 TC[Scopus]:44  IF:0/0 | Submit date：2021/12/08
Graph Convolutional Networks  Manifold Learning  P-laplacian  Semi-supervised Classification  
Dynamic graph learning convolutional networks for semi-supervised classification Journal article
Fu, Sichao, Liu, Weifeng, Guan, Weili, Zhou, Yicong, Tao, Dapeng, Xu, Changsheng. Dynamic graph learning convolutional networks for semi-supervised classification[J]. ACM Transactions on Multimedia Computing, Communications and Applications, 2021, 17(1), 4.
Authors:  Fu, Sichao;  Liu, Weifeng;  Guan, Weili;  Zhou, Yicong;  Tao, Dapeng; et al.
Favorite | TC[WOS]:15 TC[Scopus]:17  IF:5.2/4.9 | Submit date：2021/12/07
Graph Convolutional Networks  Graph Representation Learning  Semi-supervised Classification  
Extreme semi-supervised learning for multiclass classification Journal article
Chen,Chuangquan, Gan,Yanfen, Vong,Chi Man. Extreme semi-supervised learning for multiclass classification[J]. NEUROCOMPUTING, 2020, 376, 103-118.
Authors:  Chen,Chuangquan;  Gan,Yanfen;  Vong,Chi Man
Favorite | TC[WOS]:9 TC[Scopus]:12  IF:5.5/5.5 | Submit date：2021/03/11
Alternating Optimization  Approximate Empirical Kernel Map  Extreme Learning Machine  Multiclass Classification  Semi-supervised Support Vector Machine  
Extreme semi-supervised learning for multiclass classification Journal article
Chen, C.Q., Gan, Y.F., Vong, C. M.. Extreme semi-supervised learning for multiclass classification[J]. NEUROCOMPUTING, 2020, 376, 103-118.
Authors:  Chen, C.Q.;  Gan, Y.F.;  Vong, C. M.
Favorite | TC[WOS]:9 TC[Scopus]:12  IF:5.5/5.5 | Submit date：2022/08/09
Alternating Optimization  Approximate Empirical Kernel Map  Extreme Learning Machine  Multiclass Classification  Semi-supervised Support Vector Machine  
Class-Specific Reconstruction Transfer Learning for Visual Recognition across Domains Journal article
Wang,Shanshan, Zhang,Lei, Zuo,Wangmeng, Zhang,Bob. Class-Specific Reconstruction Transfer Learning for Visual Recognition across Domains[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 29, 2424-2438.
Authors:  Wang,Shanshan;  Zhang,Lei;  Zuo,Wangmeng;  Zhang,Bob
Favorite | TC[WOS]:82 TC[Scopus]:88  IF:10.8/12.1 | Submit date：2021/03/11
Cross-domain Learning  Image Classification  Semi-supervised Learning  Transfer Learning  
Adaptive Semi-Supervised Classifier Ensemble for High Dimensional Data Classification Journal article
Yu, Zhiwen, Zhang, Yidong, You, Jane, Chen, C. L.Philip, Wong, Hau San, Han, Guoqiang, Zhang, Jun. Adaptive Semi-Supervised Classifier Ensemble for High Dimensional Data Classification[J]. IEEE Transactions on Cybernetics, 2019, 49(2), 366-379.
Authors:  Yu, Zhiwen;  Zhang, Yidong;  You, Jane;  Chen, C. L.Philip;  Wong, Hau San; et al.
Favorite | TC[WOS]:51 TC[Scopus]:61  IF:9.4/10.3 | Submit date：2022/04/15
Classification  Ensemble Learning  Feature Selection  High Dimensional Data  Optimization  Semi-supervised Learning