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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]:5 TC[Scopus]:5  IF:7.5/7.6 | Submit date：2024/05/16
Feature Extraction  Latent Space  Linear Discriminant Analysis  Pattern Classification  Structure Learning  
Domain decomposed classification algorithms based on linear discriminant analysis: An optimality theory and applications Journal article
Li, Jingwei, Cai, Xiao Chuan. Domain decomposed classification algorithms based on linear discriminant analysis: An optimality theory and applications[J]. Neurocomputing, 2024, 575, 127261.
Authors:  Li, Jingwei;  Cai, Xiao Chuan
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:5.5/5.5 | Submit date：2024/04/02
Deflation  Domain Decomposition  Iterative Methods  Linear Discriminant Analysis  Optimality Theory  
Granular ball-based label enhancement for dimensionality reduction in multi-label data Journal article
Wenbin Qian, Wenyong Ruan, Yihui Li, Jintao Huang. Granular ball-based label enhancement for dimensionality reduction in multi-label data[J]. Applied Intelligence, 2023, 53(20), 24008–24033.
Authors:  Wenbin Qian;  Wenyong Ruan;  Yihui Li;  Jintao Huang
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.4/3.9 | Submit date：2023/08/03
Dimensionality Reduction  Granular Computing  Label Enhancement  Linear Discriminant Analysis  Multi-label Data  
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, 2023, 1-15.
Authors:  Du,Jie;  Zhang,Xiaoci;  Liu,Peng;  Vong,Chi Man;  Wang,Tianfu
Favorite | TC[WOS]:2 TC[Scopus]:7  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  
Discriminative Dimension Reduction via Maximin Separation Probability Analysis Journal article
Yang, Le, Song, Shiji, Li, Shuang, Chen, Yiming, Philip Chen, C. L.. Discriminative Dimension Reduction via Maximin Separation Probability Analysis[J]. IEEE Transactions on Cybernetics, 2021, 51(8), 4100-4111.
Authors:  Yang, Le;  Song, Shiji;  Li, Shuang;  Chen, Yiming;  Philip Chen, C. L.
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:9.4/10.3 | Submit date：2021/12/08
Data Visualization  Discriminative Dimension Reduction (Dr)  Feature Extraction  Linear Discriminant Analysis (Lda)  Second-order Cone Programming (Socp)  
Jointly Heterogeneous Palmprint Discriminant Feature Learning Journal article
Fei, Lunke, Zhang, Bob, Xu, Yong, Tian, Chunwei, Rida, Imad, Zhang, David. Jointly Heterogeneous Palmprint Discriminant Feature Learning[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 33(9), 4979-4990.
Authors:  Fei, Lunke;  Zhang, Bob;  Xu, Yong;  Tian, Chunwei;  Rida, Imad; et al.
Favorite | TC[WOS]:24 TC[Scopus]:27  IF:10.2/10.4 | Submit date：2022/05/13
Biometrics  Convolution  Direction Features  Feature Extraction  Heterogeneous Palmprint Recognition  Imaging  Jointly Discriminant Feature Learning.  Learning Systems  Lighting  Palmprint Recognition  Principal Component Analysis  
2D Quaternion Sparse Discriminant Analysis Journal article
Xiaolin Xiao, Yongyong Chen, Yuejiao Gong, Yicong Zhou. 2D Quaternion Sparse Discriminant Analysis[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 29, 2271-2286.
Authors:  Xiaolin Xiao;  Yongyong Chen;  Yuejiao Gong;  Yicong Zhou
Favorite | TC[WOS]:16 TC[Scopus]:17  IF:10.8/12.1 | Submit date：2022/07/09
Linear Discriminant Analysis  2d-qsda  Dimension Reduction  Sparse Feature Extraction  Rgb Image  
Careless responding threatens factor analytic results and construct validity of personality measure Journal article
Kam, C. S.. Careless responding threatens factor analytic results and construct validity of personality measure[J]. Frontiers in Psychology, 2019, 1258-1258.
Authors:  Kam, C. S.
Favorite |  | Submit date：2023/01/10
careless responding  insufficient effort responding  factor analysis  construct validity  convergent validity  discriminant validity  
Careless responding threatens factorial analytic results and construct validity of personality measure Journal article
Chester Chun Seng Kam. Careless responding threatens factorial analytic results and construct validity of personality measure[J]. Frontiers in Psychology, 2019, 10.
Authors:  Chester Chun Seng Kam
Favorite | TC[WOS]:16 TC[Scopus]:17  IF:2.6/3.3 | Submit date：2020/11/10
Careless Responding  Construct Validity  Convergent Validity  Discriminant Validity  Factor Analysis  Insufficient Effort Responding  
Artificial intelligence based discovery of the association between depression and chronic fatigue syndrome Journal article
Zhang, Feilong, Wu, Chuanhong, Jia, Caixia, Gao, Kuo, Wang, Jinping, Zhao, Huihui, Wang, Wei, Chen, Jianxin. Artificial intelligence based discovery of the association between depression and chronic fatigue syndrome[J]. Journal of Affective Disorders, 2019, 250, 380-390.
Authors:  Zhang, Feilong;  Wu, Chuanhong;  Jia, Caixia;  Gao, Kuo;  Wang, Jinping; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:4.9/5.4 | Submit date：2022/04/15
Chronic Fatigue Syndrome  Depressive Disorder  Metabolite Biomarkers  Partial Least Squares Discriminant Analysis  Principal Components Analysis