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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  
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  
IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering Journal article
Shi, Zhaoyin, Chen, Long, Ding, Weiping, Zhong, Xiaopin, Wu, Zongze, Chen, Guang Yong, Zhang, Chuanbin, Wang, Yingxu, Chen, C. L.P.. IFKMHC: Implicit Fuzzy K-Means Model for High-Dimensional Data Clustering[J]. IEEE TRANSACTIONS ON CYBERNETICS, 2024.
Authors:  Shi, Zhaoyin;  Chen, Long;  Ding, Weiping;  Zhong, Xiaopin;  Wu, Zongze; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:9.4/10.3 | Submit date：2024/07/04
Fuzzy Clustering  Graph Clustering  High-dimensional Data  Implicit Model  
Multi-Scale Enhanced Features Correlation Filters Learning with Dual Second-Order Difference for UAV Tracking Journal article
Yu, Yu Feng, Zhang, Yang, Chen, Long, Ge, Pengfei, Chen, C. L.P.. Multi-Scale Enhanced Features Correlation Filters Learning with Dual Second-Order Difference for UAV Tracking[J]. IEEE Transactions on Intelligent Vehicles, 2024, 9(2), 3232-3245.
Authors:  Yu, Yu Feng;  Zhang, Yang;  Chen, Long;  Ge, Pengfei;  Chen, C. L.P.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:14.0/11.2 | Submit date：2024/05/16
Autonomous Aerial Vehicles  Convolutional Neural Networks  Correlation  Discriminative Correlation Filters  Dual Second-order Difference  Feature Extraction  Filtering Algorithms  Multi-scale Enhanced Features  Target Tracking  Tracking  Uav 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]:96 TC[Scopus]:90  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  
Online Identification of Nonlinear Systems With Separable Structure Journal article
Chen, Guang Yong, Gan, Min, Chen, Long, Chen, C. L.P.. Online Identification of Nonlinear Systems With Separable Structure[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 35(6), 8695-8701.
Authors:  Chen, Guang Yong;  Gan, Min;  Chen, Long;  Chen, C. L.P.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:10.2/10.4 | Submit date：2023/01/30
Feedforward Neural Networks (Fnns)  Separable Nonlinear Models (Snlms)  Stochastic Gradient Descent (Sgd) Method  Variable Projection (Vp) Method  
Nuisance Parameter Estimation Algorithms for Separable Nonlinear Models Journal article
Chen, Long, Chen, Jia Bing, Gan, Min, Chen, Guang Yong, Chen, C. L.P.. Nuisance Parameter Estimation Algorithms for Separable Nonlinear Models[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(11), 7236-7247.
Authors:  Chen, Long;  Chen, Jia Bing;  Gan, Min;  Chen, Guang Yong;  Chen, C. L.P.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:8.6/8.7 | Submit date：2022/05/17
Expectation-maximization (Em) Algorithm  Hierarchical Identification Algorithm  Approximation Algorithms  Separable Nonlinear Optimization Problem  Variable Projection (Vp) Algorithm