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Confidence-Induced Granular Partial Label Feature Selection via Dependency and Similarity Journal article
Qian, Wenbin, Li, Yihui, Ye, Qianzhi, Xia, Shuyin, Huang, Jintao, Ding, Weiping. Confidence-Induced Granular Partial Label Feature Selection via Dependency and Similarity[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(11), 5797-5810.
Authors:  Qian, Wenbin;  Li, Yihui;  Ye, Qianzhi;  Xia, Shuyin;  Huang, Jintao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/07/04
Feature Selection  Granular Ball Computing  Labeling Confidence  Neighborhood Rough Set  Partial Label Learning  
Partial multi-label learning via robust feature selection and relevance fusion optimization Journal article
Qian, Wenbin, Tu, Yanqiang, Huang, Jintao, Ding, Weiping. Partial multi-label learning via robust feature selection and relevance fusion optimization[J]. Knowledge-Based Systems, 2024, 286, 111365.
Authors:  Qian, Wenbin;  Tu, Yanqiang;  Huang, Jintao;  Ding, Weiping
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/02/22
Feature Selection  Granular Ball Computing  Label Confidence  Partial Multi-label Learning  Relevance Optimization  
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 novel granular ball computing-based fuzzy rough set for feature selection in label distribution learning Journal article
Qian, Wenbin, Xu, Fankang, Huang, Jintao, Qian, Jin. A novel granular ball computing-based fuzzy rough set for feature selection in label distribution learning[J]. Knowledge-Based Systems, 2023, 278, 110898.
Authors:  Qian, Wenbin;  Xu, Fankang;  Huang, Jintao;  Qian, Jin
Favorite | TC[WOS]:14 TC[Scopus]:15  IF:7.2/7.4 | Submit date：2023/09/22
Feature Selection  Fuzzy Rough Set  Granular Ball  Granular Computing  Label Distribution Learning  
Incomplete label distribution feature selection based on neighborhood-tolerance discrimination index Journal article
Qian, Wenbin, Dong, Ping, Dai, Shiming, Huang, Jintao, Wang, Yinglong. Incomplete label distribution feature selection based on neighborhood-tolerance discrimination index[J]. APPLIED SOFT COMPUTING, 2022, 130, 109693.
Authors:  Qian, Wenbin;  Dong, Ping;  Dai, Shiming;  Huang, Jintao;  Wang, Yinglong
Favorite | TC[WOS]:6 TC[Scopus]:9  IF:7.2/7.0 | Submit date：2022/12/01
Feature Selection  Granular Computing  Incomplete Data  Label Distribution  Neighborhood-tolerance  Rough Sets  
Collaborative granular sieving: A deterministic multievolutionary algorithm for multimodal optimization problems Journal article
Dai, Lei, Zhang, Liming, Chen, Zehua, Ding, Weiping. Collaborative granular sieving: A deterministic multievolutionary algorithm for multimodal optimization problems[J]. INFORMATION SCIENCES, 2022, 613, 288-308.
Authors:  Dai, Lei;  Zhang, Liming;  Chen, Zehua;  Ding, Weiping
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:0/0 | Submit date：2022/11/07
Deterministic Global Optimization  Evolutionary Algorithm  Granular Computing  Multimodal Optimization  
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]:45 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