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Granular ball-based label enhancement for dimensionality reduction in multi-label data Journal article
Wenbin Qian, Wenyong Ruan, Yihui Li, Jintao Huang. Granular ball-based label enhancement for dimensionality reduction in multi-label data[J]. Applied Intelligence, 2023, 53(20), 24008–24033.
Authors:  Wenbin Qian;  Wenyong Ruan;  Yihui Li;  Jintao Huang
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.4/3.9 | Submit date：2023/08/03
Dimensionality Reduction  Granular Computing  Label Enhancement  Linear Discriminant Analysis  Multi-label Data  
Multi-Label Feature Selection via Label Enhancement and Analytic Hierarchy Process Journal article
Jintao Huang, Wenbin Qian, Chi Man Vong, Weiping Ding, Wenhao Shu, Qin Huang. Multi-Label Feature Selection via Label Enhancement and Analytic Hierarchy Process[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2023, 7(5), 1377 - 1393.
Authors:  Jintao Huang;  Wenbin Qian;  Chi Man Vong;  Weiping Ding;  Wenhao Shu; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:5.3/5.7 | Submit date：2023/08/03
Feature Selection  Label Enhancement  Multi-label Data  Analytic Hierarchy Process  Label Correlation  
Accurate and Efficient Large-Scale Multi-Label Learning With Reduced Feature Broad Learning System Using Label Correlation Journal article
Huang, Jintao, Vong, Chi Man, Chen, C. L.P., Zhou, Yimin. Accurate and Efficient Large-Scale Multi-Label Learning With Reduced Feature Broad Learning System Using Label Correlation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 34(12), 10240-10253.
Authors:  Huang, Jintao;  Vong, Chi Man;  Chen, C. L.P.;  Zhou, Yimin
Favorite | TC[WOS]:13 TC[Scopus]:10  IF:10.2/10.4 | Submit date：2022/05/17
Broad Learning System (Bls)  Multi-label Classification  Large-scale Data  Feature Reduction  Support Vector Machines  Deep Learning  Kernel  Computational Modeling  Task Analysis  Learning Systems  Training  
Discriminable multi-label attribute selection for pre-course student performance prediction Journal article
Yang, Jie, Hu, Shimin, Wang, Qichao, Fong, Simon. Discriminable multi-label attribute selection for pre-course student performance prediction[J]. Entropy, 2021, 23(10).
Authors:  Yang, Jie;  Hu, Shimin;  Wang, Qichao;  Fong, Simon
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:2.1/2.2 | Submit date：2021/12/08
Educational Data Mining  Academic Early Warning System  Student Performance Prediction  Multi-label Learning  Attribute Selection  
Feature selection based on label distribution and fuzzy mutual information Journal article
Xiong, Chuanzhen, Qian, Wenbin, Wang, Yinglong, Huang, Jintao. Feature selection based on label distribution and fuzzy mutual information[J]. INFORMATION SCIENCES, 2021, 574, 297-319.
Authors:  Xiong, Chuanzhen;  Qian, Wenbin;  Wang, Yinglong;  Huang, Jintao
Favorite | TC[WOS]:44 TC[Scopus]:44  IF:0/0 | Submit date：2021/12/08
Feature Selection  Label Enhancement  Granular Computing  Multi-label Data  Label Distribution  Fuzzy Rough Set