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Partial label feature selection based on noisy manifold and label distribution Journal article
Qian, Wenbin, Liu, Jiale, Yang, Wenji, Huang, Jintao, Ding, Weiping. Partial label feature selection based on noisy manifold and label distribution[J]. Pattern Recognition, 2024, 156, 110791.
Authors:  ; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2024/08/05
Feature Dependency  Feature Selection  Label Distribution  Manifold Learning  Partial Label Learning  
Stream label distribution learning processing via broad learning system Journal article
Wang, Guangtai, Huang, Jintao, Vong, Chi Man. Stream label distribution learning processing via broad learning system[J]. Information Sciences, 2024, 677, 120836.
Authors:  Wang, Guangtai;  Huang, Jintao;  Vong, Chi Man
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0/0 | Submit date：2024/07/04
Broad Learning System  Label Ambiguity  Label Distribution  Stream 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  
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  
Online Label Distribution Learning Using Random Vector Functional-Link Network Journal article
Huang, Jintao, Vong, Chi Man, Qian, Wenbin, Huang, Qin, Zhou, Yimin. Online Label Distribution Learning Using Random Vector Functional-Link Network[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2022, 7(4), 1177-1190.
Authors:  Huang, Jintao;  Vong, Chi Man;  Qian, Wenbin;  Huang, Qin;  Zhou, Yimin
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:5.3/5.7 | Submit date：2023/09/04
Label Distribution Learning  Online Learning  Privileged Information  Random Vector Function-link Network  
Local rough set-based feature selection for label distribution learning with incomplete labels Journal article
Qian, Wenbin, Dong, Ping, Wang, Yinglong, Dai, Shiming, Huang, Jintao. Local rough set-based feature selection for label distribution learning with incomplete labels[J]. International Journal of Machine Learning and Cybernetics, 2022, 13(8), 2345-2364.
Authors:  Qian, Wenbin;  Dong, Ping;  Wang, Yinglong;  Dai, Shiming;  Huang, Jintao
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:3.1/3.6 | Submit date：2022/05/17
Feature Selection  Incomplete Labels  Label Distribution Learning  Local Rough Set  Neighborhood Relation