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Robust Discriminative t-Linear Subspace Learning for Image Feature Extraction Journal article
Liu, Kangdao, Xiao, Xiaolin, You, Jinkun, Zhou, Yicong. Robust Discriminative t-Linear Subspace Learning for Image Feature Extraction[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(8), 7315-7327.
Authors:  Liu, Kangdao;  Xiao, Xiaolin;  You, Jinkun;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/05/16
Dimensionality Reduction  Image Feature Extraction  Subspace Learning  T-product  
Landmark-based k-factorization multi-view subspace clustering Journal article
Fang, Yuan, Yang, Geping, Chen, Xiang, Gong, Zhiguo, Yang, Yiyang, Chen, Can, Hao, Zhifeng. Landmark-based k-factorization multi-view subspace clustering[J]. Information Sciences, 2024, 667, 120480.
Authors:  Fang, Yuan;  Yang, Geping;  Chen, Xiang;  Gong, Zhiguo;  Yang, Yiyang; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:0/0 | Submit date：2024/05/16
Graph Alignment  K-factorization  Landmarks  Large-scale  Multi-view Clustering  Subspace Clustering  
Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean Journal article
Zhang, Hengmin, Zhao, Jiaoyan, Zhang, Bob, Gong, Chen, Qian, Jianjun, Yang, Jian. Unified Framework for Faster Clustering via Joint Schatten p-Norm Factorization With Optimal Mean[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(3), 3012-3026.
Authors:  Zhang, Hengmin;  Zhao, Jiaoyan;  Zhang, Bob;  Gong, Chen;  Qian, Jianjun; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2024/02/22
Low-rank Representation (Lrr)  Matrix Factorization  Optimal Mean  Schatten P-norm  Subspace Clustering  
Multi-view Subspace Clustering with Complex Noise Modeling Conference paper
Lu, Xiangyu, Zhu, Lingzhi, Sun, Yuyang. Multi-view Subspace Clustering with Complex Noise Modeling[C], New York, United States:Association for Computing Machinery, 2023, 48-57.
Authors:  Lu, Xiangyu;  Zhu, Lingzhi;  Sun, Yuyang
Favorite | TC[Scopus]:0 | Submit date：2024/01/10
Low Rank  Multi-view  Noise Modeling  Sparsity  Subspace Clustering  
A Sparse Framework for Robust Possibilistic K-Subspace Clustering Journal article
Zeng, Shan, Duan, Xiangjun, Li, Hao, Bai, Jun, Tang, Yuanyan, Wang, Zhiyong. A Sparse Framework for Robust Possibilistic K-Subspace Clustering[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2023, 31(4), 1124-1138.
Authors:  Zeng, Shan;  Duan, Xiangjun;  Li, Hao;  Bai, Jun;  Tang, Yuanyan; et al.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:10.7/9.7 | Submit date：2023/01/30
Possibilistic K-subspace (Kss) Clustering  Dual-sparse Framework  Local Subspace  
Consistency and Diversity Induced Human Motion Segmentation Journal article
Zhou, Tao, Fu, Huazhu, Gong, Chen, Shao, Ling, Porikli, Fatih, Ling, Haibin, Shen, Jianbing. Consistency and Diversity Induced Human Motion Segmentation[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45(1), 197-210.
Authors:  Zhou, Tao;  Fu, Huazhu;  Gong, Chen;  Shao, Ling;  Porikli, Fatih; et al.
Favorite | TC[WOS]:15 TC[Scopus]:18  IF:20.8/22.2 | Submit date：2023/02/08
Human Motion Segmentation  Multi-level Representation  Subspace Clustering  Transfer Learning  
Fuzzy Graph Subspace Convolutional Network Journal article
Zhou, Jianhang, Zhang, Qi, Zeng, Shaoning, Zhang, Bob. Fuzzy Graph Subspace Convolutional Network[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 35(4), 5641-5655.
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2024/05/02
Fuzzy Set Theory  Graph Convolutional Network (Gcn)  Low-rank Representation (Lrr)  Subspace Learning (Sc)  
Manifold Enhanced 2-D Fuzzy Subspace Clustering for Image Data Journal article
Zhaoyin Shi, Long Chen, Guang Yong Chen, Kai Zhao, C. L. Philip Chen. Manifold Enhanced 2-D Fuzzy Subspace Clustering for Image Data[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 53(2), 741-752.
Authors:  Zhaoyin Shi;  Long Chen;  Guang Yong Chen;  Kai Zhao;  C. L. Philip Chen
Favorite | TC[WOS]:7 TC[Scopus]:6  IF:8.6/8.7 | Submit date：2022/10/07
Fuzzy Clustering  Fuzzy Subspace  Graph  Image Clustering  Two-dimensional (2-d) Feature Extraction  
Clustering Ensemble Based on Hybrid Multiview Clustering Journal article
Yu, Zhiwen, Wang, Daxing, Meng, Xian Bing, Philip Chen, C. L.. Clustering Ensemble Based on Hybrid Multiview Clustering[J]. IEEE Transactions on Cybernetics, 2022, 52(7), 6518-6530.
Authors:  Yu, Zhiwen;  Wang, Daxing;  Meng, Xian Bing;  Philip Chen, C. L.
Favorite | TC[WOS]:17 TC[Scopus]:17  IF:9.4/10.3 | Submit date：2022/08/02
Cluster Ensemble  Ensemble Learning  Multiview Clustering  Random Subspace Transformation  
Sliced Sparse Gradient Induced Multi-View Subspace Clustering via Tensorial Arctangent Rank Minimization Journal article
Sun, Xiaoli, Zhu, Rui, Yang, Ming, Zhang, Xiujun, Tang, Yuanyan. Sliced Sparse Gradient Induced Multi-View Subspace Clustering via Tensorial Arctangent Rank Minimization[J]. IEEE Transactions on Knowledge and Data Engineering, 2022, 1-14.
Authors:  Sun, Xiaoli;  Zhu, Rui;  Yang, Ming;  Zhang, Xiujun;  Tang, Yuanyan
Favorite | TC[WOS]:7 TC[Scopus]:5  IF:8.9/8.8 | Submit date：2022/08/05
Multiple View  Sliced Sparse Gradient  Tensor Arctangent Rank  Subspace Clustering