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Few-Shot Object Detection With Self-Supervising and Cooperative Classifier Journal article
Qi,Di, Hu,Jilin, Shen,Jianbing. Few-Shot Object Detection With Self-Supervising and Cooperative Classifier[J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35(4), 5435-5446.
Authors:  Qi,Di;  Hu,Jilin;  Shen,Jianbing
Favorite | TC[WOS]:2 TC[Scopus]:0  IF:10.2/10.4 | Submit date：2023/08/03
Cooperative Classifier (Cc)  Few-shot Object Detection (Fsod)  Self-supervised Learning (Ssl)  
Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules with Gradient Guided Learning Journal article
Gu, Suhang, Vong, Chi Man, Wong, Pak Kin, Wang, Shitong. Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules with Gradient Guided Learning[J]. IEEE Transactions on Fuzzy Systems, 2022, 30(6), 1967-1980.
Authors:  Gu, Suhang;  Vong, Chi Man;  Wong, Pak Kin;  Wang, Shitong
Favorite | TC[WOS]:10 TC[Scopus]:14  IF:10.7/9.7 | Submit date：2022/05/13
Adversarial Takagi–sugeno–kang (Tsk) Fuzzy Classifier  Deep Fuzzy Classifiers  Fuzzy Rules  Gradient Guided Learning  Large-scale Datasets  Stacked Generalization Principle  
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  
Kernel nonnegative representation-based classifier Journal article
Zhou, Jianhang, Zeng, Shaoning, Zhang, Bob. Kernel nonnegative representation-based classifier[J]. Applied Intelligence, 2021, 52(2), 2269-2289.
Authors:  Zhou, Jianhang;  Zeng, Shaoning;  Zhang, Bob
Favorite | TC[WOS]:4 TC[Scopus]:2  IF:3.4/3.9 | Submit date：2022/02/22
Non-negative Representation  Linear Representation-based Classifier  Pattern Classification  Image Recognition  
Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images Journal article
Nilanjan Dey, V. Rajinikanth, Simon James Fong, M. Shamim Kaiser, Mufti Mahmud. Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images[J]. Cognitive Computation, 2020, 12(5), 1011-1023.
Authors:  Nilanjan Dey;  V. Rajinikanth;  Simon James Fong;  M. Shamim Kaiser;  Mufti Mahmud
Favorite | TC[WOS]:64 TC[Scopus]:88  IF:4.3/4.0 | Submit date：2021/03/09
Covid-19 Infection  Ct Scan Image  Fused Feature Vector  Knn Classifier  Segmentation And Detection Accuracy  
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)  
Prior Knowledge Based Probabilistic Collaborative Representation for Visual Recognition Journal article
Rushi Lan, Yicong Zhou, Zhenbing Liu, Xiaonan Luo. Prior Knowledge Based Probabilistic Collaborative Representation for Visual Recognition[J]. IEEE Transactions on Cybernetics, 2020, 50(4), 1498-1508.
Authors:  Rushi Lan;  Yicong Zhou;  Zhenbing Liu;  Xiaonan Luo
Favorite | TC[WOS]:68 TC[Scopus]:76  IF:9.4/10.3 | Submit date：2019/03/26
Collaborative Representation  Prior Knowledge  Representation-based Classifier  Visual Recognition  
Prior Knowledge-Based Probabilistic Collaborative Representation for Visual Recognition Journal article
Lan, R. S., Zhou, Y. C., Liu, Z. B., Luo, X. N.. Prior Knowledge-Based Probabilistic Collaborative Representation for Visual Recognition[J]. IEEE Transactions on Cybernetics, 2020, 1498-1508.
Authors:  Lan, R. S.;  Zhou, Y. C.;  Liu, Z. B.;  Luo, X. N.
Favorite | TC[WOS]:68 TC[Scopus]:76  IF:9.4/10.3 | Submit date：2022/07/09
Collaborative Representation  Prior Knowledge  Representation-based Classifier  Visual Recognition  
Automated 3-D lung tumor detection and classification by an active contour model and CNN classifier Journal article
Gopi Kasinathan, Selvakumar Jayakumar, Amir H. Gandomi, Manikandan Ramachandran, Simon James Fong, Rizwan Patan. Automated 3-D lung tumor detection and classification by an active contour model and CNN classifier[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2019, 134, 112-119.
Authors:  Gopi Kasinathan;  Selvakumar Jayakumar;  Amir H. Gandomi;  Manikandan Ramachandran;  Simon James Fong; et al.
Favorite | TC[WOS]:64 TC[Scopus]:91  IF:7.5/7.6 | Submit date：2021/03/09
Image Segmentation  Lidc-idri Data Set  Active Contour Model  Inhomogeneity  Multi-scale Gaussian Distribution  Enhanced Cnn Classifier  
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