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Neighbor Distribution Learning for Minority Class Augmentation Journal article
Zhou, Mengting, Gong, Zhiguo. Neighbor Distribution Learning for Minority Class Augmentation[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(12), 8901-8913.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/09/03
Training  Topology  Graph Neural Networks  Data Models  Accuracy  Task Analysis  Image Color Analysis  Class-imbalanced Learning  Data Mining  Node Classification  
Adversarial de-overlapping learning machines for supervised and semi-supervised learning Journal article
Sun, Yichen, Vong, Chi Man, Wang, Shitong. Adversarial de-overlapping learning machines for supervised and semi-supervised learning[J]. International Journal of Machine Learning and Cybernetics, 2024.
Authors:  Sun, Yichen;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.1/3.6 | Submit date：2024/11/05
Class Overlapping  Imbalanced Classification  Random Fourier Features  Semi-supervised Learning  
Informative Nodes Mining for Class-Imbalanced Representation Learning Journal article
Zhou, Mengting, Gong, Zhiguo. Informative Nodes Mining for Class-Imbalanced Representation Learning[J]. IEEE Transactions on Computational Social Systems, 2024.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.5/4.6 | Submit date：2024/05/16
Class Imbalanced Learning  Costs  Graph Neural Network (Gnn)  Graph Neural Networks  Node Classification  Representation Learning  Social Networking (Online)  Task Analysis  Training  Training Data  
Parameter-Free Loss for Class-Imbalanced Deep Learning in Image Classification Journal article
Du, Jie, Zhou, Yanhong, Liu, Peng, Vong, Chi Man, Wang, Tianfu. Parameter-Free Loss for Class-Imbalanced Deep Learning in Image Classification[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 34(6), 3234 - 3240.
Authors:  Du, Jie;  Zhou, Yanhong;  Liu, Peng;  Vong, Chi Man;  Wang, Tianfu
Favorite | TC[WOS]:23 TC[Scopus]:22  IF:10.2/10.4 | Submit date：2022/05/13
Class-imbalanced Deep Learning  Dynamic Changes  Hyperparameters Tuning  Loss Function  Parameter-free  
Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data Journal article
Vong, C. M., Du, J.. Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data[J]. Neural Networks (SCI-E), 2020, 268-278.
Authors:  Vong, C. M.;  Du, J.
Favorite |   IF:6.0/7.9 | Submit date：2022/08/09
Sequential Ensemble Learning  Multi-class Classification  Highly Imbalanced Data  
Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data Journal article
Vong,Chi Man, Du,Jie. Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data[J]. NEURAL NETWORKS, 2020, 128, 268-278.
Authors:  Vong,Chi Man;  Du,Jie
Favorite | TC[WOS]:30 TC[Scopus]:35  IF:6.0/7.9 | Submit date：2021/03/11
Highly Imbalanced Data  Multi-class Classification  Sequential Ensemble Learning