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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  
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  
Face Sketch Synthesis Using Regularized Broad Learning System Journal article
Ping Li, Bin Sheng, C. L. Philip Chen. Face Sketch Synthesis Using Regularized Broad Learning System[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(10), 5346-5360.
Authors:  Ping Li;  Bin Sheng;  C. L. Philip Chen
Favorite | TC[WOS]:35 TC[Scopus]:29  IF:10.2/10.4 | Submit date：2022/05/13
Bayesian Estimation  Computational Modeling  Face Recognition  Face Sketch Synthesis  Faces  Feature Extraction  Incremental Learning  Learning Systems  Regularized Broad Learning System (Rbls).  Robustness  Training  
An Adaptive Social Spammer Detection Model With Semi-Supervised Broad Learning Journal article
Tie Qiu, Xize Liu, Xiaobo Zhou, Wenyu Qu, Zhaolong Ning, C. L. Philip Chen. An Adaptive Social Spammer Detection Model With Semi-Supervised Broad Learning[J]. IEEE Transactions on Knowledge and Data Engineering, 2022, 34(10), 4622-4635.
Authors:  Tie Qiu;  Xize Liu;  Xiaobo Zhou;  Wenyu Qu;  Zhaolong Ning; et al.
Favorite | TC[WOS]:20 TC[Scopus]:21  IF:8.9/8.8 | Submit date：2022/11/07
Broad Learning  Incremental Learning  Mobile Social Network  Semi-supervised Learning  Spammer Detection  
Improving Video Temporal Consistency via Broad Learning System Journal article
Sheng, Bin, Li, Ping, Ali, Riaz, Chen, C. L.P.. Improving Video Temporal Consistency via Broad Learning System[J]. IEEE Transactions on Cybernetics, 2022, 52(7), 6662-6675.
Authors:  Sheng, Bin;  Li, Ping;  Ali, Riaz;  Chen, C. L.P.
Favorite | TC[WOS]:61 TC[Scopus]:61  IF:9.4/10.3 | Submit date：2022/05/13
Incremental Learning  Temporally Broad Learning System (Tbls)  Video Temporal Consistency.  
An Efficient Algorithm for the Incremental Broad Learning System by Inverse Cholesky Factorization of a Partitioned Matrix Journal article
Zhu, Hufei, Liu, Zhulin, Philip Chen, C. L., Liang, Yanyang. An Efficient Algorithm for the Incremental Broad Learning System by Inverse Cholesky Factorization of a Partitioned Matrix[J]. IEEE Access, 2021, 9, 19294-19303.
Authors:  Zhu, Hufei;  Liu, Zhulin;  Philip Chen, C. L.;  Liang, Yanyang
Favorite | TC[WOS]:4 TC[Scopus]:2  IF:3.4/3.7 | Submit date：2022/05/13
Added Nodes  Broad Learning System (Bls)  Efficient Algorithms  Incremental Learning  Inverse Cholesky Factorization  Partitioned Matrix  Pseudoinverse  Random Vector Functional-link Neural Networks (Rvflnn)  Single Layer Feedforward Neural Networks (Slfn)  
Frequency Principle in Broad Learning System Journal article
Guang-Yong Chen, Min Gan, C. L. Philip Chen, Hong-Tao Zhu, Long Chen. Frequency Principle in Broad Learning System[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 33(11), 6983-6989.
Authors:  Guang-Yong Chen;  Min Gan;  C. L. Philip Chen;  Hong-Tao Zhu;  Long Chen
Favorite | TC[WOS]:15 TC[Scopus]:12  IF:10.2/10.4 | Submit date：2022/05/13
Broad Learning System (Bls)  Computer Science  Fourier Analysis  Frequency Principle  High Frequency  Incremental Learning.  Learning Systems  Neural Networks  Task Analysis  Time Series Analysis  Training  
Incremental Weighted Ensemble Broad Learning System For Imbalanced Data Journal article
Yang, Kaixiang, Yu, Zhiwen, Chen, C. L.P., Cao, Wenming, You, Jane J., Wong, Hau San. Incremental Weighted Ensemble Broad Learning System For Imbalanced Data[J]. IEEE Transactions on Knowledge and Data Engineering, 2021.
Authors:  Yang, Kaixiang;  Yu, Zhiwen;  Chen, C. L.P.;  Cao, Wenming;  You, Jane J.; et al.
Favorite | TC[WOS]:53 TC[Scopus]:60  IF:8.9/8.8 | Submit date：2022/05/13
Adaptive Systems  Bagging  Binary Classification  Boosting  Broad Learning System  Imbalance Learning  Incremental Ensemble Learning  Learning Systems  Neural Networks  Sampling Methods  Training  
BNGBS: An efficient network boosting system with triple incremental learning capabilities for more nodes, samples, and classes Journal article
Feng, Liangjun, Zhao, Chunhui, Chen, C. L.Philip, Li, Yuan Long, Zhou, Min, Qiao, Honglin, Fu, Chuan. BNGBS: An efficient network boosting system with triple incremental learning capabilities for more nodes, samples, and classes[J]. Neurocomputing, 2020, 412, 486-501.
Authors:  Feng, Liangjun;  Zhao, Chunhui;  Chen, C. L.Philip;  Li, Yuan Long;  Zhou, Min; et al.
Favorite | TC[WOS]:11 TC[Scopus]:16  IF:5.5/5.5 | Submit date：2021/12/06
Additive Model  Broad Network  Cascade Model  Gradient Boosting Machine  Greedy Strategy  Incremental Learning  
A Fault Diagnostic Method for Induction Motors Based on Feature Incremental Broad Learning and Singular Value Decomposition Journal article
Jiang,Sai Biao, Wong, Pak Kin, Liang,Yan Chun. A Fault Diagnostic Method for Induction Motors Based on Feature Incremental Broad Learning and Singular Value Decomposition[J]. IEEE Access, 2019, 7, 157796-157806.
Authors:  Jiang,Sai Biao;  Wong, Pak Kin;  Liang,Yan Chun
Favorite | TC[WOS]:23 TC[Scopus]:25  IF:3.4/3.7 | Submit date：2021/03/09
Fault Diagnosis  Feature Extraction  Incremental Broad Learning  Induction Motor  Singular Value Decomposition