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Graph-based sparse bayesian broad learning system for semi-supervised learning Journal article
Information Sciences, 2022,Volume: 597,Page: 193-210
Authors:  Xu, Lili;  Philip Chen, C. L.;  Han, Ruizhi
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/05/13
Classification  Fast Marginal Likelihood Maximization  Graph-based Model  Manifold Regularization  Semi-supervised Learning  Sparse Bayesian Broad Learning System  
Easy Domain Adaptation for cross-subject multi-view emotion recognition Journal article
Knowledge-Based Systems, 2022,Volume: 239
Authors:  Chen, Chuangquan;  Vong, Chi Man;  Wang, Shitong;  Wang, Hongtao;  Pang, Miaoqi
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/03/28
Approximate Empirical Kernel Map  Distribution Alignment  Domain Adaptation  Emotion Recognition  Manifold Regularization  
Human activity recognition by manifold regularization based dynamic graph convolutional networks Journal article
Neurocomputing, 2021,Volume: 444,Page: 217-225
Authors:  Liu, Weifeng;  Fu, Sichao;  Zhou, Yicong;  Zha, Zheng Jun;  Nie, Liqiang
Favorite |  | TC[WOS]:7 TC[Scopus]:6 | Submit date:2021/12/08
Graph Convolutional Networks  Human Activity Recognition  Semi-supervised Learning  
Ultrarobust support vector registration Journal article
Applied Intelligence, 2021,Volume: 51,Issue: 6,Page: 3664-3683
Authors:  Yin, Lei;  Yu, Chong;  Wang, Yuyi;  Zou, Bin;  Tang, Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Coordinate Descent Method  Em Algorithm  Manifold Regularization  Point Set Registration  Weighted Sv Regression  
Consensus guided incomplete multi-view spectral clustering Journal article
Neural Networks, 2021,Volume: 133,Page: 207-219
Authors:  Wen,Jie;  Sun,Huijie;  Fei,Lunke;  Li,Jinxing;  Zhang,Zheng;  Zhang,Bob
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2021/03/11
Co-regularization  Incomplete Multi-view Clustering  Manifold Learning  Spectral Clustering  
Noise Robust Face Hallucination Based on Smooth Correntropy Representation Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Liu, Licheng;  Feng, Qiying;  Chen, C. L.P.;  Wang, Yaonan
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/13
Correntropy-induced metric (CIM)  Faces  fused LASSO penalty  Image reconstruction  Manifolds  Noise measurement  Noise robustness  smooth representation  sparse regression.  Superresolution  Training  
Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2020,Volume: 30,Page: 1423-1438
Authors:  Zhiyu Zhu;  Junhui Hou;  Jie Chen;  Huanqiang Zeng;  Jiantao Zhou
Adobe PDF | Favorite |  | TC[WOS]:9 TC[Scopus]:0 | Submit date:2021/03/11
Hyperspectral Imagery  Super-resolution  Image Fusion  Deep Learning  Zero-mean Normalization  Cross-modality  
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix Journal article
Pattern Recognition, 2020,Volume: 106
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Zhou, Yicong
Favorite |  | TC[WOS]:33 TC[Scopus]:26 | Submit date:2021/12/06
Adaptive Weights  Local Manifold  Low-rank Tensor Representation  Multi-view Subspace Clustering  Tensor-singular Value Decomposition  
Subspace clustering by simultaneously feature selection and similarity learning Journal article
Knowledge-Based Systems, 2020,Volume: 193
Authors:  Zhong,Guo;  Pun,Chi Man
Favorite |  | TC[WOS]:9 TC[Scopus]:11 | Submit date:2021/03/11
Affinity Matrix  Feature Selection  Graph Learning  Similarity Learning  Subspace Clustering  
HesGCN: Hessian graph convolutional networks for semi-supervised classification Journal article
Information Sciences, 2020,Volume: 514,Page: 484-498
Authors:  Fu, Sichao;  Liu, Weifeng;  Tao, Dapeng;  Zhou, Yicong;  Nie, Liqiang
Favorite |  | TC[WOS]:29 TC[Scopus]:32 | Submit date:2021/12/06
Graph Convolutional Networks  Hessian  Manifold Assumption  Semi-supervised Learning