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Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems Journal article
Li, Yuchen, Vong, Chi Man, Chen, C. L.Phillip, Wang, Shitong. Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems[J]. Knowledge-Based Systems, 2025, 310, 112923.
Authors:  Li, Yuchen;  Vong, Chi Man;  Chen, C. L.Phillip;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2025/01/22
Functional-link Neural Networks  Broad Learning Systems  Generalization  Expanded Enhancement Matrix Stability  Hidden Parameter Selection  
Hybrid multiple instance learning network for weakly supervised medical image classification and localization Journal article
Lai, Qi, Vong, Chi Man, Yan, Tao, Wong, Pak Kin, Liang, Xiaokun. Hybrid multiple instance learning network for weakly supervised medical image classification and localization[J]. Expert Systems with Applications, 2025, 260, 125362.
Authors:  Lai, Qi;  Vong, Chi Man;  Yan, Tao;  Wong, Pak Kin;  Liang, Xiaokun
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2025/01/22
Broad Learning System  Hybrid Architecture  Medical Image Analysis  Multiple Instance Learning  Weakly Supervised Learning  
Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation Journal article
Lai,Qi, Vong,Chi Man, Zhou,Jianhang, Zhou,Yimin, Chen,C. L.P.. Fast Broad Multiview Multi-Instance Multilabel Learning (FBM3L) With Viewwise Intercorrelation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(11), 15415-15426.
Authors:  Lai,Qi;  Vong,Chi Man;  Zhou,Jianhang;  Zhou,Yimin;  Chen,C. L.P.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Correlation  Deep Learning  Diverse Correlations  Electronic Mail  Graph Convolutional Network (Gcn)  Learning Systems  Multiview Multi-instance Multilabel Learning (M3l)  Object Recognition  Task Analysis  Training  Viewwise Intercorrelation  
SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization Journal article
Miao, Jianguo, Liu, Xuanxuan, Guo, Li, Chen, Long. SE-BLS: A Shapley-Value-Based Ensemble Broad Learning System with collaboration-based feature selection and CAM visualization[J]. Knowledge-Based Systems, 2024, 301, 112343.
Authors:  Miao, Jianguo;  Liu, Xuanxuan;  Guo, Li;  Chen, Long
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:7.2/7.4 | Submit date：2024/09/03
Broad Learning System  Ensemble Learning  Feature Engineering  Imbalanced Data  Visualization  
Generative broad Bayesian (GBB) imputer for missing data imputation with uncertainty quantification Journal article
Kuok, Sin Chi, Yuen, Ka Veng, Dodwell, Tim, Girolami, Mark. Generative broad Bayesian (GBB) imputer for missing data imputation with uncertainty quantification[J]. Knowledge-Based Systems, 2024, 301, 112272.
Authors:  Kuok, Sin Chi;  Yuen, Ka Veng;  Dodwell, Tim;  Girolami, Mark
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:7.2/7.4 | Submit date：2024/08/05
Bayesian Inference  Broad Bayesian Learning  Imputation  Missing Data  Uncertainty Quantification  
Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System Journal article
Jie Du, Peng Liu, Chi Man Vong, Chuangquan Chen, Tianfu Wang, C. L.P. Chen. Class-Incremental Learning Method With Fast Update and High Retainability Based on Broad Learning System[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(8), 11332-11345.
Authors:  Jie Du;  Peng Liu;  Chi Man Vong;  Chuangquan Chen;  Tianfu Wang; et al.
Favorite | TC[WOS]:8 TC[Scopus]:7  IF:10.2/10.4 | Submit date：2023/08/03
Broad Learning System (Bls)  Catastrophic Forgetting  Class Correlations  Class-incremental Learning (Cil)  Recursive Update Rule  
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]:1 TC[Scopus]:1  IF:0/0 | Submit date：2024/07/04
Label Distribution  Broad Learning System  Stream Data  Label Ambiguity  
Optimizing job scheduling by using broad learning to predict execution times on HPC clusters Journal article
Hou, Zhengxiong, Shen, Hong, Feng, Qiying, Lv, Zhiqi, Jin, Junwei, Zhou, Xingshe, Gu, Jianhua. Optimizing job scheduling by using broad learning to predict execution times on HPC clusters[J]. CCF Transactions on High Performance Computing, 2024, 6(4), 365-377.
Authors:  Hou, Zhengxiong;  Shen, Hong;  Feng, Qiying;  Lv, Zhiqi;  Jin, Junwei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.3/1.1 | Submit date：2023/08/03
Parallel Systems  Hpc Clusters  Job Scheduling  Runtime Prediction  Broad Learning  
An Improvement Method of Target Tracking Based on Broad Learning System With Scale and Drift Correction Journal article
Zhang, Dan, Li, Tieshan, Chen, C. L.Philip, Zuo, Yi. An Improvement Method of Target Tracking Based on Broad Learning System With Scale and Drift Correction[J]. IEEE Transactions on Cognitive and Developmental Systems, 2024, 16(4), 1260-1273.
Authors:  Zhang, Dan;  Li, Tieshan;  Chen, C. L.Philip;  Zuo, Yi
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.0/4.6 | Submit date：2024/09/03
Broad Learning System (Bls)  Iou Discriminant  Scale And Drift Correction  Target Tracking  
BroadNet: A Novel Broad Learning System Based Series AC Arc Fault Detection Approach with Zero Phase Component Analysis Whitening Transformation Journal article
Duan, Junwei, Zeng, Linghao, Wu, Yajie, Chen, Long, Chen, C. L.P.. BroadNet: A Novel Broad Learning System Based Series AC Arc Fault Detection Approach with Zero Phase Component Analysis Whitening Transformation[J]. IEEE Sensors Journal, 2024, 24(9), 14548-14560.
Authors:  Duan, Junwei;  Zeng, Linghao;  Wu, Yajie;  Chen, Long;  Chen, C. L.P.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:4.3/4.2 | Submit date：2024/05/16
Ac Series Arc  Broad Learning System  Fault Detection  Time And Frequency Analysis  Zca Whitening