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Discriminative Multiview Learning for Robust Palmprint Feature Representation and Recognition Journal article
Li, Shuyi, Zhou, Jianhang, Zhang, Bob, Wu, Lifang, Jian, Meng. Discriminative Multiview Learning for Robust Palmprint Feature Representation and Recognition[J]. IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024, 6(3), 304 - 313.
Authors:  Li, Shuyi;  Zhou, Jianhang;  Zhang, Bob;  Wu, Lifang;  Jian, Meng
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2024/06/05
Binary Codes  Binary Codes  Biological System Modeling  Feature Extraction  Feature Representation  Histograms  Multiview Learning  Palmprint Recognition  Palmprint Recognition  Row-sparsity  Training  Vectors  
IRLM: Inductive Representation Learning Model for Personalized POI Recommendation Journal article
Chen, Junyang, Wang, Mengzhu, Zhang, Haodi, Xu, Zhenghua, Li, Xueliang, Gong, Zhiguo, Wu, Kaishun, Leung, Victor C.M.. IRLM: Inductive Representation Learning Model for Personalized POI Recommendation[J]. IEEE Transactions on Computational Social Systems, 2023, 10(5), 2827-2836.
Authors:  Chen, Junyang;  Wang, Mengzhu;  Zhang, Haodi;  Xu, Zhenghua;  Li, Xueliang; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.5/4.6 | Submit date：2023/01/30
Inductive Representation Learning  Location-based Social Network (Lsbn)  Poi Recommendation  Smart Cities  Representation Learning  Feature Extraction  Trajectory  Training  Standards  Social Networking (Online)  Smart Cities  
Learning Compact Multirepresentation Feature Descriptor for Finger-Vein Recognition Journal article
Li, Shuyi, Ma, Ruijun, Fei, Lunke, Zhang, Bob. Learning Compact Multirepresentation Feature Descriptor for Finger-Vein Recognition[J]. IEEE Transactions on Information Forensics and Security, 2022, 17, 1946-1958.
Authors:  Li, Shuyi;  Ma, Ruijun;  Fei, Lunke;  Zhang, Bob
Favorite | TC[WOS]:20 TC[Scopus]:24  IF:6.3/7.3 | Submit date：2022/08/05
Binary Codes  Feature Transformation  Finger-vein Recognition  Multi-representation  Visual And Semantic Consistency  
Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation Journal article
Zhao, Shuping, Wu, Jigang, Zhang, Bob, Fei, Lunke. Low-rank inter-class sparsity based semi-flexible target least squares regression for feature representation[J]. Pattern Recognition, 2022, 123(108346).
Authors:  Zhao, Shuping;  Wu, Jigang;  Zhang, Bob;  Fei, Lunke
Favorite | TC[WOS]:19 TC[Scopus]:22  IF:7.5/7.6 | Submit date：2022/03/28
Least Squares Regression  Low-rank Inter-class Sparsity  Feature Representation  Image Classification  
Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach Journal article
Xiaoli Sun, Xiujun Zhang, Chen Xu, Mingqing Xiao, Yuanyan Tang. Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach[J]. IEEE Transactions on Cybernetics, 2022, 53(3), 1816 - 1829.
Authors:  Xiaoli Sun;  Xiujun Zhang;  Chen Xu;  Mingqing Xiao;  Yuanyan Tang
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:9.4/10.3 | Submit date：2022/05/17
Log-determinant Function  Salient Object Detection  Sliced Laplacian Regularization  Tensor Group Sparse  Tensorial Feature Representation  
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  
Dynamic Tri-Level Relation Mining With Attentive Graph for Visible Infrared Re-Identification Journal article
Ye, Mang, Chen, Cuiqun, Shen, Jianbing, Shao, Ling. Dynamic Tri-Level Relation Mining With Attentive Graph for Visible Infrared Re-Identification[J]. IEEE Transactions on Information Forensics and Security, 2021, 17, 386-398.
Authors:  Ye, Mang;  Chen, Cuiqun;  Shen, Jianbing;  Shao, Ling
Favorite | TC[WOS]:70 TC[Scopus]:66  IF:6.3/7.3 | Submit date：2022/05/17
Feature Extraction  Image Color Analysis  Noise Measurement  Periodic Structures  Representation Learning  Robustness  Training  
Multi-local Collaborative AutoEncoder Journal article
Chu, Jielei, Wang, Hongjun, Liu, Jing, Gong, Zhiguo, Li, Tianrui. Multi-local Collaborative AutoEncoder[J]. Knowledge-Based Systems, 2021, 239, 107844.
Authors:  Chu, Jielei;  Wang, Hongjun;  Liu, Jing;  Gong, Zhiguo;  Li, Tianrui
Favorite | TC[WOS]:3 TC[Scopus]:8  IF:7.2/7.4 | Submit date：2022/03/28
Autoencoder  Deep Collaborative Representation  Feature Learning  Restricted Boltzmann Machine  Unsupervised Clustering  
Example-feature graph convolutional networks for semi-supervised classification Journal article
Sichao Fu, Weifeng Liu, Kai Zhang, Yicong Zhou. Example-feature graph convolutional networks for semi-supervised classification[J]. Neurocomputing, 2021, 461, 63-76.
Authors:  Sichao Fu;  Weifeng Liu;  Kai Zhang;  Yicong Zhou
Favorite | TC[WOS]:12 TC[Scopus]:13  IF:5.5/5.5 | Submit date：2021/12/08
Convolutional Neural Networks  Data Representation Learning  Example-feature Graph  Graph Convolutional Networks  
Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing Journal article
Wang, Dongjie, Liu, Kunpeng, Mohaisen, David, Wang, Pengyang, Lu, Chang Tien, Fu, Yanjie. Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing[J]. Frontiers in Big Data, 2021, 4, 762899.
Authors:  Wang, Dongjie;  Liu, Kunpeng;  Mohaisen, David;  Wang, Pengyang;  Lu, Chang Tien; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4 | Submit date：2021/12/08
Feature-topic Pairing  Semantic Space  Spatial Graph  Spatial Representation Learning  Spatial Space