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Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 9,Page: 4712-4726
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Hua, Zhongyun;  Zhou, Yicong
Favorite |  | TC[WOS]:13 TC[Scopus]:13 | Submit date:2022/05/13
Adaptive Learning  Clustering Methods  Complexity Theory  Computational Modeling  Learning Systems  Low-rank Representation (Lrr)  Markov Chain  Multiview Clustering  Sparse Matrices  Spectral Clustering.  Task Analysis  Tensors  
Fuzzy clustering for multiview data by combining latent information Journal article
Applied Soft Computing, 2022,Volume: 126
Authors:  Wei, Huiqin;  Chen, Long;  Chen, C. L.Philip;  Duan, Junwei;  Han, Ruizhi;  Guo, Li
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/02
Fuzzy Clustering  Latent Information  Multiview Data  Tensor  Weighting  
Clustering Ensemble Based on Hybrid Multiview Clustering Journal article
IEEE Transactions on Cybernetics, 2022,Volume: 52,Issue: 7,Page: 6518-6530
Authors:  Yu, Zhiwen;  Wang, Daxing;  Meng, Xian Bing;  Philip Chen, C. L.
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2022/08/02
Cluster ensemble  ensemble learning  multiview clustering  random subspace transformation  
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]:8 | Submit date:2022/05/13
Online Learning  Structure Sparsity  Unsupervised Multiview Dimension Reduction (Umdr)  
Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Volume: 32,Issue: 3,Page: 1204-1216
Authors:  Xu, Jiamiao;  Wang, Fangzhao;  Peng, Qinmu;  You, Xinge;  Wang, Shuo;  Jing, Xiao Yuan;  Chen, C. L.Philip
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/12/07
Block-diagonal Representation Learning  Cross-view Classification  Low-rank Representation  Multiview Learning  
Prior Knowledge Regularized Multiview Self-Representation and its Applications Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Volume: 32,Issue: 3,Page: 1325-1338
Authors:  Xiao, Xiaolin;  Chen, Yongyong;  Gong, Yue Jiao;  Zhou, Yicong
Favorite |  | TC[WOS]:10 TC[Scopus]:8 | Submit date:2021/12/07
Low-rank Tensor Representation  Multiview  Prior Knowledge  Self-representation  Semisupervised Classification  Tensor Singular Value Decomposition (T-svd)  Weakly Supervised Clustering  
Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 2,Page: 534-547
Authors:  Li, Jinxing;  Lu, Guangming;  Zhang, Bob;  You, Jane;  Zhang, David
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2021/12/07
Classification  Gaussian Process (Gp)  Latent Variable Model  Multikernel  Multiview  
Intrinsic and Complete Structure Learning Based Incomplete Multiview Clustering Journal article
IEEE Transactions on Multimedia, 2021
Authors:  Zhao, Shuping;  Fei, Lunke;  Wen, Jie;  Wu, Jigang;  Zhang, Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2022/05/13
Clustering methods  complete structure reconstruction  consensus representation learning  Correlation  incomplete multiview clustering  Indexes  Intrinsic structure learning  Optimization  Representation learning  Sparse matrices  Task analysis  
Low-Rank Tensor Regularized Fuzzy Clustering for Multiview Data Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 12,Page: 3087-3099
Authors:  Wei,Huiqin;  Chen,Long;  Ruan,Keyu;  Li,Lingxi
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2021/03/09
Fuzzy Clustering  Kullback-leibler (Kl) Divergence  Low-rank Tensor  Multiview Data  
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Xu,Yong;  Wu,Feng;  Zhang,David
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Adaptation Models  Correlation  Data Models  Gaussian Process (Gp)  Gaussian Processes  Hamming Distance  Hamming Distance  Harmonization  Image Color Analysis  Latent Variable  Learning Systems  Multiview.