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Linear discriminant analysis Review article
2024
Authors:  Zhao, Shuping;  Zhang, Bob;  Yang, Jian;  Zhou, Jianhang;  Xu, Yong
Favorite | TC[WOS]:9 TC[Scopus]:11 | Submit date：2024/10/10
Linear discriminant analysis Journal article
Zhao, Shuping, Zhang, Bob, Yang, Jian, Zhou, Jianhang, Xu, Yong. Linear discriminant analysis[J]. Nature Reviews Methods Primers, 2024, 4(1).
Authors:  Zhao, Shuping;  Zhang, Bob;  Yang, Jian;  Zhou, Jianhang;  Xu, Yong
Favorite | TC[WOS]:9 TC[Scopus]:11  IF:50.1/50.1 | Submit date：2024/12/05
Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation Journal article
Lai,Qi, Vong,Chi Man, Zhou,Jianhang, Zhou,Yimin, Chen,C. L.P.. Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15415-15426.
Authors:  Lai,Qi;  Vong,Chi Man;  Zhou,Jianhang;  Zhou,Yimin;  Chen,C. L.P.
Favorite | TC[WOS]:4 TC[Scopus]:3  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Correlation  Deep Learning  Diverse Correlations  Electronic Mail  Graph Convolutional Network (Gcn)  Learning Systems  Multiview Multi-instance Multilabel Learning (M3l)  Object Recognition  Task Analysis  Training  Viewwise Intercorrelation  
Dual low-rank structure embedding for robust visual information processing Journal article
Zhou, Jianhang, Zhang, Hengmin, Li, Shuyi, Zhang, Bob, Fang, Leyuan, Zhang, David. Dual low-rank structure embedding for robust visual information processing[J]. Knowledge-Based Systems, 2024, 296, 111821.
Authors:  Zhou, Jianhang;  Zhang, Hengmin;  Li, Shuyi;  Zhang, Bob;  Fang, Leyuan; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/05/16
Low Rank  Structure Embedding  Bayesian Inference  Visual Information Processing  
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]:1 TC[Scopus]:2 | Submit date：2024/06/05
Multiview Learning  Palmprint Recognition  Feature Representation  Row-sparsity  Binary Codes  
Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning Journal article
Zhou, Jianhang, Zhang, Qi, Zeng, Shaoning, Zhang, Bob, Fang, Leyuan. Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning[J]. Pattern Recognition, 2024, 149, 110218.
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zeng, Shaoning;  Zhang, Bob;  Fang, Leyuan
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:7.5/7.6 | Submit date：2024/05/16
Feature Extraction  Latent Space  Linear Discriminant Analysis  Pattern Classification  Structure Learning  
Probabilistic Nuclear-Norm Matrix Regression Regularized by Random Graph Theory Journal article
Zhou, Jianhang, Li, Shuyi, Zeng, Shaoning, Zhang, Bob. Probabilistic Nuclear-Norm Matrix Regression Regularized by Random Graph Theory[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:  Zhou, Jianhang;  Li, Shuyi;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.3/5.7 | Submit date：2024/05/16
Adaptation Models  Bayes Methods  Computational Intelligence  Computational Intelligence  Graph Theory  Nuclear Magnetic Resonance  Nuclear-norm Matrix Regression  Probabilistic Logic  Probability Theory  Random Graph  Structural Information  Training  
Joint Discriminative Analysis With Low-Rank Projection for Finger Vein Feature Extraction Journal article
Li, Shuyi, Ma, Ruijun, Zhou, Jianhang, Zhang, Bob, Wu, Lifang. Joint Discriminative Analysis With Low-Rank Projection for Finger Vein Feature Extraction[J]. IEEE Transactions on Information Forensics and Security, 2024, 19, 959-969.
Authors:  Li, Shuyi;  Ma, Ruijun;  Zhou, Jianhang;  Zhang, Bob;  Wu, Lifang
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:6.3/7.3 | Submit date：2024/05/16
Discriminative Analysis  Domain Adaptation  Finger Vein Recognition  Jointly Embedding  Low-rank Representation  
Learning with Euler Collaborative Representation for Robust Pattern Analysis Journal article
Zhou, Jianhang, Wang, Guancheng, Zeng, Shaoning, Zhang, Bob. Learning with Euler Collaborative Representation for Robust Pattern Analysis[J]. ACM Transactions on Intelligent Systems and Technology, 2023, 14(6).
Authors:  Zhou, Jianhang;  Wang, Guancheng;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/8.5 | Submit date：2024/01/10
Euler Space  Collaborative Representation  Pattern Analysis  Robustness  
Collaborative representation induced broad learning model for classification Journal article
Zhang,Qi, Zhou,Jianhang, Xu,Yong, Zhang,Bob. Collaborative representation induced broad learning model for classification[J]. Applied Intelligence, 2023, 53(20), 23442–23456.
Authors:  Zhang,Qi;  Zhou,Jianhang;  Xu,Yong;  Zhang,Bob
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.9 | Submit date：2023/08/03
Broad Learning  Classification  Collaborative Representation  Neural Network  Pattern Recognition