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An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation Journal article
Du,Jie, Zhang,Xiaoci, Liu,Peng, Vong,Chi Man, Wang,Tianfu. An Adaptive Deep Metric Learning Loss Function for Class-Imbalance Learning via Intraclass Diversity and Interclass Distillation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15372-15386.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Vong,Chi Man;  Wang,Tianfu
Favorite | TC[WOS]:5 TC[Scopus]:9  IF:10.2/10.4 | Submit date：2023/08/03
Class-imbalance Learning (Cil)  Correlation  Deep Metric Learning (Dml)  Diverse And Discriminant Feature  Face Recognition  Feature Extraction  Learning Systems  Loss Function With Adaptive Weights  Semantic Correlations Between Classes  Semantics  Task Analysis  Ultrasonic Imaging  
LOCAL OPTIMIZATION NETWORKS FOR MULTI-VIEW MULTI-PERSON HUMAN POSTURE ESTIMATION Conference paper
Song, Jucheng, Pun, Chi Man, Li, Haolun, Lan, Rushi, Xie, Jiu Cheng, Gao, Hao. LOCAL OPTIMIZATION NETWORKS FOR MULTI-VIEW MULTI-PERSON HUMAN POSTURE ESTIMATION[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 3995-3999.
Authors:  Song, Jucheng;  Pun, Chi Man;  Li, Haolun;  Lan, Rushi;  Xie, Jiu Cheng; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/07/04
Estimation Error  Three-dimensional Displays  Pose Estimation  Signal Processing  Environmental Factors  Speech Processing  Optimization  Human Pose Estimation  Local Optimization Strategies  Optimal Weights  
Constrained Self-Adaptive Physics-Informed Neural Networks with ResNet Block-Enhanced Network Architecture Journal article
Zhang, Guangtao, Yang, Huiyu, Pan, Guanyu, Duan, Yiting, Zhu, Fang, Chen, Yang. Constrained Self-Adaptive Physics-Informed Neural Networks with ResNet Block-Enhanced Network Architecture[J]. Mathematics, 2023, 11(5), 1109.
Authors:  Zhang, Guangtao;  Yang, Huiyu;  Pan, Guanyu;  Duan, Yiting;  Zhu, Fang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:2.3/2.2 | Submit date：2023/04/03
Physics-informed Neural Networks  Constrained Self-adaptive  Bounded Weights  Resnet Block-enhanced Network  
Random Feature based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks Journal article
Yingxu Wang, Shiyuan Han, Jin Zhou, Long Chen, C. L. Philip Chen, Tong Zhang, Zhulin Liu, Lin Wang, Yuehui Chen. Random Feature based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 31(2), 692 - 706.
Authors:  Yingxu Wang;  Shiyuan Han;  Jin Zhou;  Long Chen;  C. L. Philip Chen; et al.
Favorite | TC[WOS]:3 TC[Scopus]:6  IF:10.7/9.7 | Submit date：2022/08/05
Collaborative Distributed Clustering  Feature Weights  Kernel Fuzzy Clustering  Random Fourier Feature  
Random Fourier feature-based fuzzy clustering with p-Laplacian regularization Journal article
Wang, Yingxu, Li, Tianjun, Chen, Long, Xu, Guangmei, Zhou, Jin, Chen, C. L.Philip. Random Fourier feature-based fuzzy clustering with p-Laplacian regularization[J]. Applied Soft Computing, 2021, 111, 107724.
Authors:  Wang, Yingxu;  Li, Tianjun;  Chen, Long;  Xu, Guangmei;  Zhou, Jin; et al.
Favorite | TC[WOS]:8 TC[Scopus]:12  IF:7.2/7.0 | Submit date：2021/12/08
Attribute Weights  Fuzzy Clustering  P-laplacian Regularization  Random Fourier Feature  
Weighted truncated nuclear norm regularization for low-rank quaternion matrix completion Journal article
Yang, Liqiao, Kou, Kit Ian, Miao, Jifei. Weighted truncated nuclear norm regularization for low-rank quaternion matrix completion[J]. Journal of Visual Communication and Image Representation, 2021, 81, 103335.
Authors:  Yang, Liqiao;  Kou, Kit Ian;  Miao, Jifei
Favorite | TC[WOS]:13 TC[Scopus]:13  IF:2.6/2.4 | Submit date：2021/12/08
Low-rank  Quaternion Matrix Completion  Quaternion Truncated Nuclear Norm  Weights  
Differential and difference equations for recurrence coefficients of orthogonal polynomials with hypergeometric weights and Bäcklund transformations of the sixth Painlevé equation Journal article
Hu,Jie, Filipuk,Galina, Chen,Yang. Differential and difference equations for recurrence coefficients of orthogonal polynomials with hypergeometric weights and Bäcklund transformations of the sixth Painlevé equation[J]. Random Matrices: Theory and Application, 2021, 10(3), 2150029.
Authors:  Hu,Jie;  Filipuk,Galina;  Chen,Yang
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:0.9/0.9 | Submit date：2021/03/09
Bäcklund Transformations  Discrete Orthogonal Polynomials  Hypergeometric Weights  Painlevé Vi  
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix Journal article
Chen, Yongyong, Xiao, Xiaolin, Zhou, Yicong. Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix[J]. Pattern Recognition, 2020, 106, 107441.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Zhou, Yicong
Favorite | TC[WOS]:104 TC[Scopus]:117  IF:7.5/7.6 | Submit date：2021/12/06
Adaptive Weights  Local Manifold  Low-rank Tensor Representation  Multi-view Subspace Clustering  Tensor-singular Value Decomposition  
Random Feature Map-Based Multiple Kernel Fuzzy Clustering with All Feature Weights Journal article
Wang, Yingxu, Dong, Jiwen, Zhou, Jin, Xu, Guangmei, Chen, Yuehui. Random Feature Map-Based Multiple Kernel Fuzzy Clustering with All Feature Weights[J]. International Journal of Fuzzy Systems, 2019, 21(7), 2132-2146.
Authors:  Wang, Yingxu;  Dong, Jiwen;  Zhou, Jin;  Xu, Guangmei;  Chen, Yuehui
Favorite | TC[WOS]:8 TC[Scopus]:10  IF:3.6/3.4 | Submit date：2022/05/17
All Feature Weights  Multiple Kernel Clustering  Random Feature Map  
Multi-view Clustering via Simultaneously Learning Graph Regularized Low-Rank Tensor Representation and Affinity Matrix Conference paper
Chen, Yongyong, Xiao, Xiaolin, Zhou, Yicong. Multi-view Clustering via Simultaneously Learning Graph Regularized Low-Rank Tensor Representation and Affinity Matrix[C], IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2019, 1348-1353.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Zhou, Yicong
Favorite | TC[WOS]:20 TC[Scopus]:21 | Submit date：2022/05/17
Multi-view Clustering  Low-rank Tensor Representation  Tucker Decomposition  Adaptive Weights  Local Manifold