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Label correlations-based multi-label feature selection with label enhancement Journal article
Qian, Wenbin, Xiong, Yinsong, Ding, Weiping, Huang, Jintao, Vong, Chi Man. Label correlations-based multi-label feature selection with label enhancement[J]. Engineering Applications of Artificial Intelligence, 2024, 127, 107310.
Authors:  Qian, Wenbin;  Xiong, Yinsong;  Ding, Weiping;  Huang, Jintao;  Vong, Chi Man
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:7.5/7.4 | Submit date：2024/02/22
Feature Selection  Label Correlations  Label Distribution  Label Enhancement  Multi-label Classification  
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  
A survey on multi-label feature selection from perspectives of label fusion Journal article
Qian, Wenbin, Huang, Jintao, Xu, Fankang, Shu, Wenhao, Ding, Weiping. A survey on multi-label feature selection from perspectives of label fusion[J]. Information Fusion, 2023, 100, 101948.
Authors:  Qian, Wenbin;  Huang, Jintao;  Xu, Fankang;  Shu, Wenhao;  Ding, Weiping
Favorite | TC[WOS]:17 TC[Scopus]:19  IF:14.7/16.1 | Submit date：2023/09/21
Dimensionality Reduction  Label Correlation  Label Enhancement  Label Fusion  Multi-label Feature Selection  Multi-label Learning  
Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System Journal article
Jintao Huang, Chi Man Vong, Guangtai Wang, Wenbin Qian, Yimin Zhou, C. L.Philip Chen. Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(9), 3290-3304.
Authors:  Jintao Huang;  Chi Man Vong;  Guangtai Wang;  Wenbin Qian;  Yimin Zhou; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:10.7/9.7 | Submit date：2023/08/03
Broad Learning System  Classification Algorithms  Correlation  Feature Extraction  Graph Regularization  Label Ambiguity  Label Distribution Learning  Label Enhancement  Learning Systems  Task Analysis  Technological Innovation  Training  
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  
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