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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]:0 TC[Scopus]:0 | Submit date：2022/05/13
Graph Embedding  Tensor Low-rank  Unsupervised Feature Selection  
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising Conference paper
Singapore, Singapore, 23-27 May 2022
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/07/07
High dimensional Riesz space distributed-order advection-dispersion equations with ADI scheme in compression format Journal article
Electronic Research Archive, 2022,Page: 1463-1476
Authors:  Chou, L. K.;  Lei, S. L.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/07/27
High dimension  advection-dispersion equations  Riesz fractional derivative  distributed-order  alternating direction implicit method  compression format  
Social network analytic-based online counterfeit seller detection using user shared images Journal article
ACM Transactions on Multimedia Computing, Communications, and Applications, 2022
Authors:  Ming Cheung;  Weiwei Sun;  James She;  Jiantao Zhou
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Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Adobe PDF | Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date：2022/05/17
Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022,Volume: 32,Issue: 1,Page: 92-104
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Peng, Chong;  Lu, Guangming;  Zhou, Yicong
Favorite |  | TC[WOS]:14 TC[Scopus]:12 | Submit date：2022/02/22
Graph Learning  Low-rank  Multi-view Clustering  Tensor Approximation  
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]:2 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  
Tensor-Based Robust Principal Component Analysis with Locality Preserving Graph and Frontal Slice Sparsity for Hyperspectral Image Classification Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022,Volume: 60
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Yu, Yufeng;  Zhao, Yinping;  Zhou, Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/17
Frontal Slice Sparsity  Hyperspectral Image Classification  Locality Preserving Graph  Tensor-based Robust Principal Component Analysis (Pca)  
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022
Authors:  Su, Yuchao;  Du, Jie;  Li, Yuanman;  Li, Xia;  Liang, Rongqin;  Hua, Zhongyun;  Zhou, Jiantao
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Asymmetric Interactions.  Cooperative Intelligent Transportation Systems  Directed Graph Convolutional Neural Network  Directed Graphs  Feature Extraction  Forecasting  Generative Adversarial Networks  Predictive Models  Topology  Trajectory  Trajectory Prediction  
Color Image Recovery Using Low-Rank Quaternion Matrix Completion Algorithm Journal article
IEEE Transactions on Image Processing, 2021,Volume: 31,Page: 190-201
Authors:  Miao, Jifei;  Kou, Kit Ian
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date：2022/05/17
Color Image Recovery  Low-rank Decomposition  Matrix Completion  Quaternion