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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  
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]:5 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)  
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  
Applying L-SRC for Non-invasive Disease Detection Using Facial Chromaticity and Texture Features Conference paper
Zhou,Jianhang, Zhang,Qi, Zhang,Bob. Applying L-SRC for Non-invasive Disease Detection Using Facial Chromaticity and Texture Features[C], 2019, 156-161.
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2021/03/11
Facial Image Analysis  Linear Discriminant Analysis  Medical Biometrics  Sparse Representation Algorithms  
Hybrid Incremental Ensemble Learning for Noisy Real-World Data Classification Journal article
Yu, Zhiwen, Wang, Daxing, Zhao, Zhuoxiong, Chen, C. L.Philip, You, Jane, Wong, Hau San, Zhang, Jun. Hybrid Incremental Ensemble Learning for Noisy Real-World Data Classification[J]. IEEE Transactions on Cybernetics, 2019, 49(2), 403-416.
Authors:  Yu, Zhiwen;  Wang, Daxing;  Zhao, Zhuoxiong;  Chen, C. L.Philip;  You, Jane; et al.
Favorite | TC[WOS]:39 TC[Scopus]:41  IF:9.4/10.3 | Submit date：2022/04/15
Bagging  Classification  Classifier Ensemble  Ensemble Learning  Linear Discriminant Analysis (Lda)  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
Shi Y., Li Y., Cai M., Zhang X.D.. A lung sound category recognition method based on wavelet decomposition and BP neural network[J]. International Journal of Biological Sciences, 2019, 15(1), 195-207.
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
Adobe PDF | Favorite | TC[WOS]:31 TC[Scopus]:47  IF:8.2/8.3 | Submit date：2021/03/03
Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
An approximate closed-form solution to correlation similarity discriminant analysis Journal article
Taiping Zhang, Yuan Yan Tang, C.L. Philip Chen, Zhaowei Shang, Bin Fang. An approximate closed-form solution to correlation similarity discriminant analysis[J]. Neurocomputing, 2014, 135, 284-298.
Authors:  Taiping Zhang;  Yuan Yan Tang;  C.L. Philip Chen;  Zhaowei Shang;  Bin Fang
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:5.5/5.5 | Submit date：2019/02/11
Correlation  Feature Extraction  Linear Discriminant Analysis  Similarity Discriminant Analysis  Similarity Measure  
Spectral-Spatial Classification of Hyperspectral Image Based on Discriminant Analysis Journal article
Haoliang Yuan, Yuan Yan Tang, Yang Lu, Lina Yang, Huiwu Luo. Spectral-Spatial Classification of Hyperspectral Image Based on Discriminant Analysis[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(6), 2035-2043.
Authors:  Haoliang Yuan;  Yuan Yan Tang;  Yang Lu;  Lina Yang;  Huiwu Luo
Favorite | TC[WOS]:20 TC[Scopus]:28  IF:4.7/5.0 | Submit date：2019/02/11
Classification  Dimension Reduction  Hyperspectral Image (Hsi)  Linear Discriminant Analysis (Lda)  Spectral-spatial