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An Improvement Method of Target Tracking Based on Broad Learning System With Scale and Drift Correction Journal article
Zhang, Dan, Li, Tieshan, Chen, C. L.Philip, Zuo, Yi. An Improvement Method of Target Tracking Based on Broad Learning System With Scale and Drift Correction[J]. IEEE Transactions on Cognitive and Developmental Systems, 2024, 16(4), 1260-1273.
Authors:  Zhang, Dan;  Li, Tieshan;  Chen, C. L.Philip;  Zuo, Yi
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.0/4.6 | Submit date：2024/09/03
Broad Learning System (Bls)  Iou Discriminant  Scale And Drift Correction  Target Tracking  
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  
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  
Double-cohesion learning based multiview and discriminant palmprint recognition Journal article
Zhao, Shuping, Wu, Jigang, Fei, Lunke, Zhang, Bob, Zhao, Pengyang. Double-cohesion learning based multiview and discriminant palmprint recognition[J]. Information Fusion, 2022, 83-84, 96-109.
Authors:  Zhao, Shuping;  Wu, Jigang;  Fei, Lunke;  Zhang, Bob;  Zhao, Pengyang
Favorite | TC[WOS]:21 TC[Scopus]:25  IF:14.7/16.1 | Submit date：2022/05/13
Discriminant Projection  Double-cohesion Learning  Multiview Learning  Palmprint Recognition  
Hyperspectral Image Classification via Discriminant Gabor Ensemble Filter Journal article
Huang, Ke Kun, Ren, Chuan Xian, Liu, Hui, Lai, Zhao Rong, Yu, Yu Feng, Dai, Dao Qing. Hyperspectral Image Classification via Discriminant Gabor Ensemble Filter[J]. IEEE Transactions on Cybernetics, 2021, 52(8), 8352-8365.
Authors:  Huang, Ke Kun;  Ren, Chuan Xian;  Liu, Hui;  Lai, Zhao Rong;  Yu, Yu Feng; et al.
Favorite | TC[WOS]:22 TC[Scopus]:26  IF:9.4/10.3 | Submit date：2022/05/13
Convolutional Neural Network (Cnn)  Discriminant Learning  Gabor Filter  Hyperspectral Image (Hsi) Classification  
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  
Learning Discriminant Direction Binary Palmprint Descriptor Journal article
Fei,Lunke, Zhang,Bob, Xu,Yong, Guo,Zhenhua, Wen,Jie, Jia,Wei. Learning Discriminant Direction Binary Palmprint Descriptor[J]. IEEE Transactions on Image Processing, 2019, 28(8), 3808-3820.
Authors:  Fei,Lunke;  Zhang,Bob;  Xu,Yong;  Guo,Zhenhua;  Wen,Jie; et al.
Favorite | TC[WOS]:71 TC[Scopus]:80  IF:10.8/12.1 | Submit date：2021/03/11
Biometrics  Direction Feature Learning  Discriminant Direction Binary Code  Palmprint Recognition  
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 computational and theoretical analysis of local null space discriminant method for pattern classification Journal article
Cheng M., Fang B., Tang Y.Y., Chen H.. A computational and theoretical analysis of local null space discriminant method for pattern classification[J]. International Journal of Pattern Recognition and Artificial Intelligence, 2011, 25(1), 117-134.
Authors:  Cheng M.;  Fang B.;  Tang Y.Y.;  Chen H.
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2019/02/11
Dimensionality Reduction  Local Discriminant Analysis  Local Null Space  Manifold Learning  Pattern Classification  
Incremental embedding and learning in the local discriminant subspace with application to face recognition Journal article
Cheng M., Fang B., Tang Y.Y., Zhang T., Wen J.. Incremental embedding and learning in the local discriminant subspace with application to face recognition[J]. IEEE Transactions on Systems, Man and Cybernetics Part C: Applications and Reviews, 2010, 40(5), 580-591.
Authors:  Cheng M.;  Fang B.;  Tang Y.Y.;  Zhang T.;  Wen J.
Favorite | TC[WOS]:22 TC[Scopus]:36 | Submit date：2019/02/11
Dimensionality Reduction  Discriminant Embedding  Face Recognition  Incremental Learning  Manifold Learning  Singular Value Decomposition (Svd)  Small Sample Size (Sss) Problem