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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  
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)  
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  
Joint Discriminative Latent Subspace Learning for Image Classification Journal article
Zhou, Jianhang, Zhang, Bob, Zeng, Shaoning, Lai, Qi. Joint Discriminative Latent Subspace Learning for Image Classification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2022, 32(7), 4653-4666.
Authors:  Zhou, Jianhang;  Zhang, Bob;  Zeng, Shaoning;  Lai, Qi
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:8.3/7.1 | Submit date：2022/05/13
Subspace Learning  Least Square Regression  Data Representation  Image Classification  
Subspace-level dictionary fusion for robust multimedia classification Journal article
Jianhang Zhou, Shaoning Zeng, Bob Zhang. Subspace-level dictionary fusion for robust multimedia classification[J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80(14), 21885-21898.
Authors:  Jianhang Zhou;  Shaoning Zeng;  Bob Zhang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.0/2.9 | Submit date：2021/12/08
Classification  Dictionary Learning  Multimedia  Subspace  
Weighted Error Entropy-Based Information Theoretic Learning for Robust Subspace Representation Journal article
Li, Yuanman, Zhou, Jiantao, Tian, Jinyu, Zheng, Xianwei, Tang, Yuan Yan. Weighted Error Entropy-Based Information Theoretic Learning for Robust Subspace Representation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 33(9), 4228-4242.
Authors:  Li, Yuanman;  Zhou, Jiantao;  Tian, Jinyu;  Zheng, Xianwei;  Tang, Yuan Yan
Favorite | TC[WOS]:24 TC[Scopus]:20  IF:10.2/10.4 | Submit date：2022/05/13
Independent And Piecewise Identically Distributed  Information-theoretic Learning (Itl)  Subspace Representation (Sr)  Weighted Parzen Window (Wpw)  
Simultaneously learning feature-wise weights and local structures for multi-view subspace clustering Journal article
Lin, Shi Xun, Zhong, Guo, Shu, Ting. Simultaneously learning feature-wise weights and local structures for multi-view subspace clustering[J]. KNOWLEDGE-BASED SYSTEMS, 2020, 205, 106280.
Authors:  Lin, Shi Xun;  Zhong, Guo;  Shu, Ting
Favorite | TC[WOS]:12 TC[Scopus]:18  IF:7.2/7.4 | Submit date：2021/12/06
Local Adaptive Learning  Multi-view Clustering  Subspace Clustering  
Guide Subspace Learning for Unsupervised Domain Adaptation Journal article
Lei Zhang, Jingru Fu, Shanshan Wang, David Zhang, Zhaoyang Dong, C. L. Philip Chen. Guide Subspace Learning for Unsupervised Domain Adaptation[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 31(9), 3374-3388.
Authors:  Lei Zhang;  Jingru Fu;  Shanshan Wang;  David Zhang;  Zhaoyang Dong; et al.
Favorite | TC[WOS]:72 TC[Scopus]:98  IF:10.2/10.4 | Submit date：2021/12/06
Domain Adaptation  Subspace Learning  Transfer Learning  
Tracking objects with partial occlusion by background alignment Journal article
Wu,Feng, Vong,Chi Man, Liu,Qiong. Tracking objects with partial occlusion by background alignment[J]. NEUROCOMPUTING, 2020, 402, 1-13.
Authors:  Wu,Feng;  Vong,Chi Man;  Liu,Qiong
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:5.5/5.5 | Submit date：2021/03/11
Background Alignment  Object Tracking  Partial Occlusion  Subspace Learning