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Random Feature based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks Journal article
Yingxu Wang, Shiyuan Han, Jin Zhou, Long Chen, C. L. Philip Chen, Tong Zhang, Zhulin Liu, Lin Wang, Yuehui Chen. Random Feature based Collaborative Kernel Fuzzy Clustering for Distributed Peer-to-Peer Networks[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 31(2), 692 - 706.
Authors:  Yingxu Wang;  Shiyuan Han;  Jin Zhou;  Long Chen;  C. L. Philip Chen; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:10.7/9.7 | Submit date：2022/08/05
Collaborative Distributed Clustering  Feature Weights  Kernel Fuzzy Clustering  Random Fourier Feature  
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer's Disease diagnosis via MRI images Journal article
Han, Ruizhi, Liu, Zhulin, Chen, C. L.Philip. Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer's Disease diagnosis via MRI images[J]. Applied Soft Computing, 2022, 120, 108660.
Authors:  Han, Ruizhi;  Liu, Zhulin;  Chen, C. L.Philip
Favorite | TC[WOS]:18 TC[Scopus]:20  IF:7.2/7.0 | Submit date：2022/05/13
Alzheimer's Disease  Broad Learning System  Convolutional Neural Network  Image Classification  Magnetic Resonance Imaging  
Broad and deep neural network for high-dimensional data representation learning Journal article
Feng, Qiying, Liu, Zhulin, Chen, C. L.Philip. Broad and deep neural network for high-dimensional data representation learning[J]. Information Sciences, 2022, 599, 127-146.
Authors:  Feng, Qiying;  Liu, Zhulin;  Chen, C. L.Philip
Favorite | TC[WOS]:16 TC[Scopus]:15  IF:0/0 | Submit date：2022/05/13
Broad And Deep Architecture  Broading Learning System  High-dimensional Data  Representation Learning  
Masked Facial Region Recognition Using Human Pose Estimation and Broad Learning System Conference paper
Xiao, Hongli, Wang, Bingshu, Zheng, Jiangbin, Fang, Jin, Liu, Zhulin, Philip Chen, C. L.. Masked Facial Region Recognition Using Human Pose Estimation and Broad Learning System[C], 2022.
Authors:  Xiao, Hongli;  Wang, Bingshu;  Zheng, Jiangbin;  Fang, Jin;  Liu, Zhulin; et al.
Favorite | TC[Scopus]:0 | Submit date：2023/01/30
Broad Learning System  Masked Facial Recognition  Pose Estimation  Roi Extraction  
Research Review for Broad Learning System: Algorithms, Theory, and Applications Journal article
Gong, Xinrong, Zhang, Tong, Chen, C. L.P., Liu, Zhulin. Research Review for Broad Learning System: Algorithms, Theory, and Applications[J]. IEEE Transactions on Cybernetics, 2021, 52(9), 8922-8950.
Authors:  Gong, Xinrong;  Zhang, Tong;  Chen, C. L.P.;  Liu, Zhulin
Favorite | TC[WOS]:161 TC[Scopus]:172  IF:9.4/10.3 | Submit date：2022/05/13
Broad Learning System (Bls)  Classification  Feature Learning  Regression  Research Review  Semisupervised Learning (Ssl)  Unsupervised Learning  
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)  
Mortality prediction for COVID-19 patients via Broad Learning System Conference paper
Han, Ruizhi, Liu, Zhulin, Philip Chen, C. L., Xu, Lili, Peng, Guangzhu. Mortality prediction for COVID-19 patients via Broad Learning System[C], 2020, 837-842.
Authors:  Han, Ruizhi;  Liu, Zhulin;  Philip Chen, C. L.;  Xu, Lili;  Peng, Guangzhu
Favorite | TC[Scopus]:7 | Submit date：2021/12/06
Broad Learning System  Covid-19  Mortality Prediction  
Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System Conference paper
Xue Jia, Tong Zhang, C. L. Philip Chen, Zhulin Liu, Long Chen, Guihua Wen, Bin Hu. Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System[C]:IEEE, 2020, 2452-2457.
Authors:  Xue Jia;  Tong Zhang;  C. L. Philip Chen;  Zhulin Liu;  Long Chen; et al.
Favorite | TC[WOS]:12 TC[Scopus]:13 | Submit date：2021/03/09
Eeg  Emotion Recognition  Temporal Convolutional Network (Tcn)  Broad Learning System (Bls)  Temporal Convolutional Broad Learning System (Tcbls)  
Multi-kernel broad learning systems based on random features:a novel expansion for nonlinear feature nodes Conference paper
Liu, Zhulin, Philip Chen, C. L., Zhang, Tong, Zhou, Jin. Multi-kernel broad learning systems based on random features:a novel expansion for nonlinear feature nodes[C], IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2019, 193-197.
Authors:  Liu, Zhulin;  Philip Chen, C. L.;  Zhang, Tong;  Zhou, Jin
Favorite | TC[WOS]:8 TC[Scopus]:6 | Submit date：2022/05/17
Universal Approximation Capability of Broad Learning System and Its Structural Variations Journal article
Chen,C. L.Philip, Liu,Zhulin, Feng,Shuang. Universal Approximation Capability of Broad Learning System and Its Structural Variations[J]. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(4), 1191-1204.
Authors:  Chen,C. L.Philip;  Liu,Zhulin;  Feng,Shuang
Favorite | TC[WOS]:367 TC[Scopus]:435  IF:10.2/10.4 | Submit date：2021/03/09
Broad Learning System (Bls)  Deep Learning  Face Recognition  Functional Link Neural Networks (Flnns)  Nonlinear Function Approximation  Time-variant Big Data Modeling  Universal Approximation