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Data Mining in Credit Card Approval: Feature Importance Testing Comparison Conference paper
Ye, Qingyu, Fong, Simon, Yu, Jiahui, Tallón-Ballesteros, Antonio J.. Data Mining in Credit Card Approval: Feature Importance Testing Comparison[C], 2025, 543-554.
Authors:  Ye, Qingyu;  Fong, Simon;  Yu, Jiahui;  Tallón-Ballesteros, Antonio J.
Favorite | TC[Scopus]:0 | Submit date：2025/01/22
Classification Methods  Credit Card Approval  Data Mining  Feature Importance  Financial Risk Analysis  
UGTransformer: Unsupervised Graph Transformer Representation Learning Conference paper
Xu, Lixiang, Liu, Haifeng, Cui, Qingzhe, Luo, Bin, Li, Ning, Chen, Yan, Tang, Yuanyan. UGTransformer: Unsupervised Graph Transformer Representation Learning[C], 2023.
Authors:  Xu, Lixiang;  Liu, Haifeng;  Cui, Qingzhe;  Luo, Bin;  Li, Ning; et al.
Favorite | TC[WOS]:3 TC[Scopus]:2 | Submit date：2023/12/13
Graph Classification  Structural Encoding Methods  Transformer  Unsupervised Graph Representation Learning  
Incremental Weighted Ensemble Broad Learning System For Imbalanced Data Journal article
Yang, Kaixiang, Yu, Zhiwen, Chen, C. L.P., Cao, Wenming, You, Jane J., Wong, Hau San. Incremental Weighted Ensemble Broad Learning System For Imbalanced Data[J]. IEEE Transactions on Knowledge and Data Engineering, 2021.
Authors:  Yang, Kaixiang;  Yu, Zhiwen;  Chen, C. L.P.;  Cao, Wenming;  You, Jane J.; et al.
Favorite | TC[WOS]:63 TC[Scopus]:72  IF:8.9/8.8 | Submit date：2022/05/13
Adaptive Systems  Bagging  Binary Classification  Boosting  Broad Learning System  Imbalance Learning  Incremental Ensemble Learning  Learning Systems  Neural Networks  Sampling Methods  Training  
NNMap: A method to construct a good embedding for nearest neighbor classification Journal article
Jing Chen, Yuan Yan Tang, C. L. Philip Chen, Bin Fang, Zhaowei Shang, Yuewei Lin. NNMap: A method to construct a good embedding for nearest neighbor classification[J]. Neurocomputing, 2015, 152, 97-108.
Authors:  Jing Chen;  Yuan Yan Tang;  C. L. Philip Chen;  Bin Fang;  Zhaowei Shang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:5.5/5.5 | Submit date：2019/02/11
Embedding Methods  Embedding Quality  Nearest Neighbor Classification  Non-metric Distance