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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  
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification Journal article
Shu,Ting, Zhang,Bob, Tang,Yuan Yan. Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification[J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(8), 2847-2856.
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
Favorite | TC[WOS]:31 TC[Scopus]:36  IF:10.2/10.4 | Submit date：2021/03/11
Data Driven  Face Recognition  Imbalanced Classification  Spare Supervised Representation-based Classifier (Ssrc)  Sparse Representation-based Classification (Src)  
A novel fusion strategy for probabilistic sparse representation classifier guided by support vector machines Conference paper
Zhou,Jianhang, Zeng,Shaoning, Zhang,Bob. A novel fusion strategy for probabilistic sparse representation classifier guided by support vector machines[C], 2019.
Authors:  Zhou,Jianhang;  Zeng,Shaoning;  Zhang,Bob
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/03/11
Classifier Fusion  Collaborative Representation  Object Recognition  Sparse Representation  
Correntropy Matching Pursuit With Application to Robust Digit and Face Recognition Journal article
Wang, Yulong, Tang, Yuan Yan, Li, Luoqing. Correntropy Matching Pursuit With Application to Robust Digit and Face Recognition[J]. IEEE Transactions on Cybernetics, 2017, 47(6), 1354-1366.
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Li, Luoqing
Favorite | TC[WOS]:46 TC[Scopus]:50  IF:9.4/10.3 | Submit date：2018/10/30
Correntropy  Matching Pursuit (Mp)  Representation-based Classifier (Rc)  Robust Recognition  Sparse Representation  
Noninvasive diabetes mellitus detection using facial block color with a sparse representation classifier Journal article
Zhang B., Vijaya Kumar B.V.K., Zhang D.. Noninvasive diabetes mellitus detection using facial block color with a sparse representation classifier[J]. IEEE Transactions on Biomedical Engineering, 2014, 61(4), 1027.
Authors:  Zhang B.;  Vijaya Kumar B.V.K.;  Zhang D.
Favorite | TC[WOS]:56 TC[Scopus]:66 | Submit date：2018/10/30
Color Feature  Diabetes Mellitus (Dm)  Facial Block  Facial Color Gamut  Sparse Representation Classifier (Src)  
Disease detection using tongue geometry features with sparse representation classifier Conference paper
Zhang H., Zhang B.. Disease detection using tongue geometry features with sparse representation classifier[C], 2014, 102-107.
Authors:  Zhang H.;  Zhang B.
Favorite | TC[WOS]:7 TC[Scopus]:9 | Submit date：2019/04/04
Healthy Vs. Disease Classification  Sparse Representation Classifier  Tongue Geometry Features  
Microaneurysm (MA) detection via sparse representation classifier with MA and non-MA dictionary learning Conference paper
Zhang B., Karray K., Zhang L., You J.. Microaneurysm (MA) detection via sparse representation classifier with MA and non-MA dictionary learning[C], 2010, 277-280.
Authors:  Zhang B.;  Karray K.;  Zhang L.;  You J.
Favorite | TC[Scopus]:19 | Submit date：2019/04/04
Diabetic Retinopathy  Microaneurysm  Sparse Representation Classifier  
Microaneurysm (MA) Detection via Sparse Representation Classifier with MA and Non-MA Dictionary Learning Conference paper
Zhang, B., Zhang, L., You, J., Karray, F.. Microaneurysm (MA) Detection via Sparse Representation Classifier with MA and Non-MA Dictionary Learning[C], 2010.
Authors:  Zhang, B.;  Zhang, L.;  You, J.;  Karray, F.
Favorite |  | Submit date：2022/07/13
Diabetic retinopathy  microaneurysm  Sparse Representation Classifier  
Retinal vessel centerline extraction using multiscale matched filter and sparse representation-based classifier Conference paper
Zhang B., Li Q., Zhang L., You J., Karray F.. Retinal vessel centerline extraction using multiscale matched filter and sparse representation-based classifier[C], 2010, 181-190.
Authors:  Zhang B.;  Li Q.;  Zhang L.;  You J.;  Karray F.
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2019/04/04
Matched Filter  Multiscale Gaussian Filtering  Retinal Vessel  Sparse Representation-based Classifier