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Logical Relation Inference and Multiview Information Interaction for Domain Adaptation Person Re-Identification Journal article
Li,Shuang, Li,Fan, Li,Jinxing, Li,Huafeng, Zhang,Bob, Tao,Dapeng, Gao,Xinbo. Logical Relation Inference and Multiview Information Interaction for Domain Adaptation Person Re-Identification[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(10), 14770-14782.
Authors:  Li,Shuang;  Li,Fan;  Li,Jinxing;  Li,Huafeng;  Zhang,Bob; et al.
Favorite | TC[WOS]:10 TC[Scopus]:12  IF:10.2/10.4 | Submit date：2023/08/03
Domain Adaptation  Logical Relation Inference (Lri)  Multiview Information Interaction (Mvii)  Person Re-identification (Re-id)  
A Survey on Incomplete Multiview Clustering Journal article
Jie Wen, Zheng Zhang, Lunke Fei, Bob Zhang, Yong Xu, Zhao Zhang, Jinxing Li. A Survey on Incomplete Multiview Clustering[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 53(2), 1136-1149.
Authors:  Jie Wen;  Zheng Zhang;  Lunke Fei;  Bob Zhang;  Yong Xu; et al.
Favorite | TC[WOS]:110 TC[Scopus]:107  IF:8.6/8.7 | Submit date：2023/01/30
Data Mining  Missing Views  Incomplete Multiview Clustering (Imc)  Multiview Learning  
Information Fusion: Machine Learning Methods Book
Li, Jinxing, Zhang, Bob, Zhang, David. Information Fusion: Machine Learning Methods[M]. Singapore:Springer Nature, 2022, 1-260.
Authors:  Li, Jinxing;  Zhang, Bob;  Zhang, David
Favorite | TC[Scopus]:2 | Submit date：2023/08/25
Classifier Fusion  Collaborative Representation  Data Fusion  Deep Learning  Information Fusion  Kernel  Metric Learning  Multi-feature Data  Multi-modal Data  Multi-view Data  Multi-view Learning  Sparse Representation  Weight Fusion  
Highly shared Convolutional Neural Networks Journal article
Lu, Yao, Lu, Guangming, Zhou, Yicong, Li, Jinxing, Xu, Yuanrong, Zhang, David. Highly shared Convolutional Neural Networks[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 175, 114782.
Authors:  Lu, Yao;  Lu, Guangming;  Zhou, Yicong;  Li, Jinxing;  Xu, Yuanrong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:7.5/7.6 | Submit date：2021/12/08
Cnns  Deep Learning  Group Convolutions  Highly Shared Convolutions  Hsc-nets  
Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification Journal article
Li, Jinxing, Lu, Guangming, Zhang, Bob, You, Jane, Zhang, David. Shared Linear Encoder-Based Multikernel Gaussian Process Latent Variable Model for Visual Classification[J]. IEEE Transactions on Cybernetics, 2021, 51(2), 534-547.
Authors:  Li, Jinxing;  Lu, Guangming;  Zhang, Bob;  You, Jane;  Zhang, David
Favorite | TC[WOS]:14 TC[Scopus]:14  IF:9.4/10.3 | Submit date：2021/12/07
Classification  Gaussian Process (Gp)  Latent Variable Model  Multikernel  Multiview  
Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks Journal article
Yao Lu, Zheng Zhang, Guangming Lu, Yicong Zhou, Jinxing Li, David Zhang. Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks[J]. IEEE Transactions on Cybernetics, 2021, 52(10), 10827-10842.
Authors:  Yao Lu;  Zheng Zhang;  Guangming Lu;  Yicong Zhou;  Jinxing Li; et al.
Favorite | TC[WOS]:11 TC[Scopus]:8  IF:9.4/10.3 | Submit date：2022/05/13
Additional Regularization (Addi-reg)  Convergence  Convolutional Neural Networks (Cnns)  Deep Learning  Learning Systems  Multiplicative Regularization (Multi-reg)  Neural Networks  Optimization  Perturbation Methods  Regularization.  Residual Neural Networks  Training  
Consensus guided incomplete multi-view spectral clustering Journal article
Wen,Jie, Sun,Huijie, Fei,Lunke, Li,Jinxing, Zhang,Zheng, Zhang,Bob. Consensus guided incomplete multi-view spectral clustering[J]. Neural Networks, 2021, 133, 207-219.
Authors:  Wen,Jie;  Sun,Huijie;  Fei,Lunke;  Li,Jinxing;  Zhang,Zheng; et al.
Favorite | TC[WOS]:40 TC[Scopus]:43  IF:6.0/7.9 | Submit date：2021/03/11
Co-regularization  Incomplete Multi-view Clustering  Manifold Learning  Spectral Clustering  
Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching Journal article
Jinxing Li, Bob Zhang, Guangming Lu, Jane You, Yong Xu, Feng Wu, David Zhang. Relaxed Asymmetric Deep Hashing Learning: Point-to-Angle Matching[J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(11), 4791-4805.
Authors:  Jinxing Li;  Bob Zhang;  Guangming Lu;  Jane You;  Yong Xu; et al.
Favorite | TC[WOS]:6 TC[Scopus]:5  IF:10.2/10.4 | Submit date：2021/03/11
Asymmetric  Deep Learning  Hashing Learning  Point-to-angle  Triplet Loss  
Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance Journal article
Li,Jinxing, Zhang,Bob, Lu,Guangming, Xu,Yong, Wu,Feng, Zhang,David. Harmonization Shared Autoencoder Gaussian Process Latent Variable Model With Relaxed Hamming Distance[J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 32(11), 5093 - 5107.
Authors:  Li,Jinxing;  Zhang,Bob;  Lu,Guangming;  Xu,Yong;  Wu,Feng; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:10.2/10.4 | Submit date：2021/03/11
Gaussian Process (Gp)  Hamming Distance  Harmonization  Latent Variable  Multiview  
Asymmetric Gaussian Process multi-view learning for visual classification Journal article
Li,Jinxing, Li,Zhaoqun, Lu,Guangming, Xu,Yong, Zhang,Bob, Zhang,David. Asymmetric Gaussian Process multi-view learning for visual classification[J]. Information Fusion, 2020, 65, 108-118.
Authors:  Li,Jinxing;  Li,Zhaoqun;  Lu,Guangming;  Xu,Yong;  Zhang,Bob; et al.
Favorite | TC[WOS]:20 TC[Scopus]:22  IF:14.7/16.1 | Submit date：2021/03/11
Classification  Gaussian Process  Multi-view  View-shared  View-specific