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Mortality prediction for COVID-19 patients via Broad Learning System Conference paper
2020 7th International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 2020
Authors:  Han, Ruizhi;  Liu, Zhulin;  Philip Chen, C. L.;  Xu, Lili;  Peng, Guangzhu
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | 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
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Authors:  Jia, Xue;  Zhang, Tong;  Philip Chen, C. L.;  Liu, Zhulin;  Chen, Long;  Wen, Guihua;  Hu, Bin
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/12/06
broad learning system (BLS)  EEG  emotion recognition  temporal convolutional broad learning system (TCBLS)  temporal convolutional network (TCN)  
Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020,Page: 2452-2457
Authors:  Jia,Xue;  Zhang,Tong;  Philip Chen,C. L.;  Liu,Zhulin;  Chen,Long;  Wen,Guihua;  Hu,Bin
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Eeg  Emotion Recognition  Temporal Convolutional Network (Tcn)  Broad Learning System (Bls)  Temporal Convolutional Broad Learning System (Tcbls)  
Universal Approximation Capability of Broad Learning System and Its Structural Variations Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2019,Volume: 30,Issue: 4,Page: 1191-1204
Authors:  Chen,C. L.Philip;  Liu,Zhulin;  Feng,Shuang
Favorite |  | TC[WOS]:90 TC[Scopus]:123 | 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  
Facial Expression Recognition via Broad Learning System Conference paper
Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018
Authors:  Zhang,Tong;  Liu,Zhulin;  Wang,Xue Han;  Xing,Xiao Fen;  Chen,C. L.Philip;  Chen,Enhong
Favorite |  | TC[WOS]:4 TC[Scopus]:11 | Submit date:2021/03/09
broad learning system  emotion Recognition  Facial expression Recognition  feature learning  
Discriminative graph regularized broad learning system for image recognition Journal article
SCIENCE CHINA-INFORMATION SCIENCES, 2018,Volume: 61,Issue: 11
Authors:  Jin, Junwei;  Liu, Zhulin;  Chen, C. L. Philip
Favorite |  | TC[WOS]:40 TC[Scopus]:52 | Submit date:2019/01/17
broad learning system  deep learning  graph regularization  image recognition  feature extraction  incremental learning  
Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018,Volume: 29,Issue: 1,Page: 10-24
Authors:  Chen, C. L. Philip;  Liu, Zhulin
Favorite |  | TC[WOS]:372 TC[Scopus]:506 | Submit date:2018/10/30
Big data  big data modeling  broad learning system (BLS)  deep learning  incremental learning  random vector functional-link neural networks (RVFLNN)  single layer feedforward neural networks (SLFN)  singular value decomposition (SVD)  
Multi-Attribute Based Fuzzy C-means in Approximated Feature Space Conference paper
2017 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY), Pingtung, TAIWAN, NOV 12-15, 2017
Authors:  Liu, Zhulin;  Chen, C. L. Philip;  Chen, Long;  Zhoto, Jin
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
Fuzzy C-means  Random Features  Random Fourier Features Maps  Quasi-monte Carlo Feature Maps  Weighted Multi-kernel Fuzzy C-means  Maximum Entropy Method For Weighted Data  
A novel learning algorithm in hardy space for Dirichlet problems Conference paper
2016 IEEE International Conference on System Science and Engineering, ICSSE 2016, Puli, Taiwan, 7 7, 2016 - 7 9, 2016
Authors:  Liu, Zhulin;  Chen, C.L. Philip
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/11/06
Broad Learning System: a new learning paradigm and system without going deep Conference paper
Authors:  Chen, C. L. Philip;  Liu, Zhulin;  IEEE
Favorite |  | TC[WOS]:17 TC[Scopus]:0 | Submit date:2018/10/30
Single layer feedforward neural networks  random vector functional link networks  broad learning system  deep learning