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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:  Qian, Wenbin;  Liu, Jiale;  Yang, Wenji;  Huang, Jintao;  Ding, Weiping
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  
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  
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  
Brain Functional Network Generation Using Distribution-Regularized Adversarial Graph Autoencoder with Transformer for Dementia Diagnosis Journal article
Zuo, Qiankun, Hu, Junhua, Zhang, Yudong, Pan, Junren, Jing, Changhong, Chen, Xuhang, Meng, Xiaobo, Hong, Jin. Brain Functional Network Generation Using Distribution-Regularized Adversarial Graph Autoencoder with Transformer for Dementia Diagnosis[J]. CMES - Computer Modeling in Engineering and Sciences, 2023, 137(3), 2129-2147.
Authors:  Zuo, Qiankun;  Hu, Junhua;  Zhang, Yudong;  Pan, Junren;  Jing, Changhong; et al.
Favorite | TC[WOS]:1 TC[Scopus]:4  IF:2.2/1.8 | Submit date：2024/02/23
Adversarial Graph Encoder  Dementia  Functional Brain Connectivity  Generative Transformer  Graph Convolutional Network  Label Distribution  
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  
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  
Relevance-based label distribution feature selection via convex optimization Journal article
Qian, Wenbin, Ye, Qianzhi, Li, Yihui, Huang, Jintao, Dai, Shiming. Relevance-based label distribution feature selection via convex optimization[J]. Information Sciences, 2022, 607, 322-345.
Authors:  Qian, Wenbin;  Ye, Qianzhi;  Li, Yihui;  Huang, Jintao;  Dai, Shiming
Favorite | TC[WOS]:9 TC[Scopus]:9  IF:0/0 | Submit date：2022/08/02
Convex Optimization  Feature Relevance  Feature Selection  Label Correlation  Label Distribution  Mutual Information  
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