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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  
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]:7 TC[Scopus]:6  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  
Efficient Incremental Offline Reinforcement Learning with Sparse Broad Critic Approximation Journal article
Yao, Liang, Zhao, Baoliang, Xu, Xin, Wang, Ziwen, Wong, Pak Kin, Hu, Ying. Efficient Incremental Offline Reinforcement Learning with Sparse Broad Critic Approximation[J]. IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, 2024, 54(1), 156-169.
Authors:  Yao, Liang;  Zhao, Baoliang;  Xu, Xin;  Wang, Ziwen;  Wong, Pak Kin; et al.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:8.6/8.7 | Submit date：2023/08/29
Broad Learning System (Bls)  Incremental Critic Design  Linear Critic Approximation (Lca)  Offline Reinforcement Learning (Orl)  Variable Force Tracking  
Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression Journal article
Duan, Junwei, Yao, Shiyi, Tan, Jiantao, Liu, Yang, Chen, Long, Zhang, Zhen, Chen, C. L.P.. Extreme Fuzzy Broad Learning System: Algorithm, Frequency Principle, and Applications in Classification and Regression[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024.
Authors:  Duan, Junwei;  Yao, Shiyi;  Tan, Jiantao;  Liu, Yang;  Chen, Long; et al.
Favorite | TC[WOS]:2 TC[Scopus]:1  IF:10.2/10.4 | Submit date：2024/05/16
Broad Learning System (Bls)  Classification  Deep Neural Network  Feature Extraction  Frequency Principle  Fuzzy Extreme Learning Machine (Elm)  Learning Systems  Mathematical Models  Neural Networks  Regression  Stacking  Task Analysis  Training  
Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition Journal article
Li, Qilin, Zhang, Tong, Chen, C. L.P., Yi, Ke, Chen, Long. Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition[J]. IEEE Transactions on Cognitive and Developmental Systems, 2023, 15(4), 1673 - 1685.
Authors:  Li, Qilin;  Zhang, Tong;  Chen, C. L.P.;  Yi, Ke;  Chen, Long
Favorite | TC[WOS]:28 TC[Scopus]:28  IF:5.0/4.6 | Submit date：2022/05/17
Broad Learning System (Bls)  Emotion Recognition  Graph Convolutional Broad Network (Gcb-net)  Graph Convolutional Neural Network (Cnn)  Residual Graph Convolutional Broad Network (Residual Gcb-net)  
BaGFN: Broad Attentive Graph Fusion Network for High-Order Feature Interactions Journal article
Xie, Zhifeng, Zhang, Wenling, Sheng, Bin, Li, Ping, Chen, C. L.P.. BaGFN: Broad Attentive Graph Fusion Network for High-Order Feature Interactions[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 34(8), 4499-4513.
Authors:  Xie, Zhifeng;  Zhang, Wenling;  Sheng, Bin;  Li, Ping;  Chen, C. L.P.
Favorite | TC[WOS]:99 TC[Scopus]:91  IF:10.2/10.4 | Submit date：2022/05/13
Attention Mechanism  Broad Learning System (Bls)  Feature Interactions  Graph Neural Networks  
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, 2023, 1-12.
Authors:  Lai,Qi;  Vong,Chi Man;  Zhou,Jianhang;  Zhou,Yimin;  Chen,C. L.P.
Favorite | TC[WOS]:2 TC[Scopus]:2  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  
Tropical Cyclogenesis Detection from Remotely Sensed Sea Surface Winds Using Graphical and Statistical Features-Based Broad Learning System Journal article
Wang,Sheng, Yuen,Ka Veng, Yang,Xiaofeng, Zhang,Yang. Tropical Cyclogenesis Detection from Remotely Sensed Sea Surface Winds Using Graphical and Statistical Features-Based Broad Learning System[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61.
Authors:  Wang,Sheng;  Yuen,Ka Veng;  Yang,Xiaofeng;  Zhang,Yang
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:7.5/7.6 | Submit date：2023/08/03
Broad Learning System (Bls)  Cross-calibrated Multiplatform (Ccmp) Winds  Feature Extraction  Tropical Cyclogenesis Detection  
Type-2 Fuzzy Broad Learning System Journal article
Honggui Han, Zheng Liu, Hongxu Liu, Junfei Qiao, C. L. Philip Chen. Type-2 Fuzzy Broad Learning System[J]. IEEE Transactions on Cybernetics, 2022, 52(10), 10352-10363.
Authors:  Honggui Han;  Zheng Liu;  Hongxu Liu;  Junfei Qiao;  C. L. Philip Chen
Favorite | TC[WOS]:25 TC[Scopus]:30  IF:9.4/10.3 | Submit date：2022/11/07
Broad Learning System (Bls)  Fuzzy Pseudoinverse Learning (Fpl) Algorithm  Interval Type-2 Fuzzy Neuron  Robustness  
Accurate and Efficient Large-Scale Multi-Label Learning With Reduced Feature Broad Learning System Using Label Correlation Journal article
Huang, Jintao, Vong, Chi Man, Chen, C. L.P., Zhou, Yimin. Accurate and Efficient Large-Scale Multi-Label Learning With Reduced Feature Broad Learning System Using Label Correlation[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 34(12), 10240-10253.
Authors:  Huang, Jintao;  Vong, Chi Man;  Chen, C. L.P.;  Zhou, Yimin
Favorite | TC[WOS]:13 TC[Scopus]:11  IF:10.2/10.4 | Submit date：2022/05/17
Broad Learning System (Bls)  Multi-label Classification  Large-scale Data  Feature Reduction  Support Vector Machines  Deep Learning  Kernel  Computational Modeling  Task Analysis  Learning Systems  Training