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Deep residual contextual and subpixel convolution network for automated neuronal structure segmentation in micro-connectomics Journal article
Computer Methods and Programs in Biomedicine, 2022,Volume: 219
Authors:  Xiao, Chi;  Hong, Bei;  Liu, Jing;  Tang, Yuanyan;  Xie, Qiwei;  Han, Hua
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/13
Deep Learning  Electron Microscopy  Micro-connectomics  Neuronal Structure Segmentation  Subpixel Convolution  
Multi-view unsupervised feature selection with tensor low-rank minimization Journal article
Neurocomputing, 2022,Volume: 487,Page: 75-85
Authors:  Yuan, Haoliang;  Li, Junyu;  Liang, Yong;  Tang, Yuan Yan
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date：2022/05/13
Graph Embedding  Tensor Low-rank  Unsupervised Feature Selection  
Generalized and Discriminative Collaborative Representation for Multiclass Classification Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 5,Page: 2675-2686
Authors:  Wang, Yulong;  Tan, Yap Peng;  Tang, Yuan Yan;  Chen, Hong;  Zou, Cuiming;  Li, Luoqing
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date：2022/08/02
Classification  Collaborative Representation  Regularization  Subspace  
Gaussian process image classification based on multi-layer convolution kernel function Journal article
Neurocomputing, 2022,Volume: 480,Page: 99-109
Authors:  Xu, Lixiang;  Zhou, Biao;  Li, Xinlu;  Wu, Zhize;  Chen, Yan;  Wang, Xiaofeng;  Tang, Yuanyan
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date：2022/05/04
Convolution Kernel Function  Gaussian Process  Image Classification  Multi-layer Kernel  
LMSVCR: novel effective method of semi-supervised multi-classification Journal article
Neural Computing and Applications, 2022,Volume: 34,Issue: 5,Page: 3857-3873
Authors:  Dong, Zijie;  Qin, Yimo;  Zou, Bin;  Xu, Jie;  Tang, Yuan Yan
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date：2022/03/28
Laplacian Svm  Learning Rate  Multi-classification  Semi-supervised Learning  Support Vector Classification-regression  
Efficient Unsupervised Dimension Reduction for Streaming Multiview Data Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 3,Page: 1772-1784
Authors:  Xie, Liping;  Guo, Weili;  Wei, Haikun;  Tang, Yuanyan;  Tao, Dacheng
Favorite |  | TC[WOS]:6 TC[Scopus]:9 | Submit date：2022/05/13
Online Learning  Structure Sparsity  Unsupervised Multiview Dimension Reduction (Umdr)  
Efficient residual attention network for single image super-resolution Journal article
Applied Intelligence, 2022,Volume: 52,Issue: 1,Page: 652-661
Authors:  Hao, Fangwei;  Zhang, Taiping;  Zhao, Linchang;  Tang, Yuanyan
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date：2022/02/22
Channel Hourglass Residual Structure  Efficient Channel Attention Mechanism  Efficient Residual Attention Network  Image Super-resolution  
Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach Journal article
IEEE Transactions on Cybernetics, 2022
Authors:  Sun, Xiaoli;  Zhang, Xiujun;  Xu, Chen;  Xiao, Mingqing;  Tang, Yuanyan
Favorite |  | TC[WOS]:7 TC[Scopus]:2 | Submit date：2022/05/17
Correlation  Feature Extraction  Log-determinant Function  Mathematical Models  Minimization  Object Detection  Saliency Detection  Salient Object Detection  Sliced Laplacian Regularization  Tensor Group Sparse  Tensorial Feature Representation  Tensors  
Sliced Sparse Gradient Induced Multi-View Subspace Clustering via Tensorial Arctangent Rank Minimization Journal article
IEEE Transactions on Knowledge and Data Engineering, 2022
Authors:  Sun, Xiaoli;  Zhu, Rui;  Yang, Ming;  Zhang, Xiujun;  Tang, Yuanyan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/08/05
Clustering algorithms  Clustering methods  Correlation  Laplace equations  Minimization  Multiple view  sliced sparse gradient  subspace clustering  Sun  tensor arctangent rank  Tensors  
Semi-supervised multi-Layer convolution kernel learning in credit evaluation Journal article
Pattern Recognition, 2021,Volume: 120
Authors:  Xu, Lixiang;  Cui, Lixin;  Weise, Thomas;  Li, Xinlu;  Wu, Zhize;  Nie, Feiping;  Chen, Enhong;  Tang, Yuanyan
Favorite |  | TC[WOS]:9 TC[Scopus]:10 | Submit date：2021/12/09
Convolution Kernel Function  Multi-layer Kernel  Random Sampling  Semi-supervised Learning  Svm