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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]:0 | 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]:5 TC[Scopus]:4 | 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]:9 TC[Scopus]:6 | 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  
Adaptive Transition Probability Matrix Learning for Multiview Spectral Clustering Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Hua, Zhongyun;  Zhou, Yicong
Favorite |  | TC[WOS]:13 TC[Scopus]:12 | 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  
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]:1 | 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.