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Propagative broad learning for nonparametric modeling of ambient effects on structural health indicators Journal article
Structural Health Monitoring, 2021,Volume: 20,Issue: 4,Page: 1409-1427
Authors:  Sin-Chi Kuok;  Ka-Veng Yuen;  Stephen Roberts;  Mark A. Girolami
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Structural Health Monitoring  Propagative Broad Learning  Nonparametric Modeling  Modal Frequencies  Ambient Conditions  
Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 3,Page: 1586-1597
Authors:  Du,Jie;  Vong,Chi Man;  Philip Chen,C. L.
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Broad learning system (BLS)  sequence information  simultaneous learning  text classification  word importance  
Dgcb-net: Dynamic graph convolutional broad network for 3d object recognition in point cloud Journal article
Remote Sensing, 2021,Volume: 13,Issue: 1,Page: 1-20
Authors:  Tian,Yifei;  Chen,Long;  Song,Wei;  Sung,Yunsick;  Woo,Sangchul
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3D object recognition  Broad learning system  Dynamic graph convolution  Point cloud analysis  
Broad Learning with Attribute Selection for Rheumatoid Arthritis Conference paper
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Toronto, ON, Canada, 11-14 Oct. 2020
Authors:  Jie Yang;  Shigao Huang;  Rui Tang;  Quanyi Hu;  Kun Lan;  Han Wang;  Qi Zhao;  Simon Fong
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Broad Learning  Attribute Selection  Disease Pre-diction  Rheumatoid Arthritis  
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,Volume: 2020-October,Page: 2452-2457
Authors:  Jia,Xue;  Zhang,Tong;  Philip Chen,C. L.;  Liu,Zhulin;  Chen,Long;  Wen,Guihua;  Hu,Bin
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broad learning system (BLS)  EEG  emotion recognition  temporal convolutional broad learning system (TCBLS)  temporal convolutional network (TCN)  
Multi-resolution broad learning for model updating using incomplete modal data Journal article
Structural Control and Health Monitoring, 2020,Volume: 27,Issue: 8
Authors:  Sin-Chi Kuok;  Ka-Veng Yuen
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Machine Learning  Modal Measurement  Model Updating  Multi-resolution Broad Learning  Structural Health Monitoring  
Outdoor Shadow Estimating Using Multiclass Geometric Decomposition Based on BLS Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 5,Page: 2152-2165
Authors:  Chen,Zhihua;  Gao,Ting;  Sheng,Bin;  Li,Ping;  Chen,C. L.Philip
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Broad learning system (BLS)  illumination estimating  Markov random field (MRF)  multiclass integrating  shadow synthesis  
Recurrent Broad Learning Systems for Time Series Prediction Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 4,Page: 1405-1417
Authors:  Xu,Meiling;  Han,Min;  Chen,C. L.Philip;  Qiu,Tie
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Broad learning systems (BLSs)  neural networks (NNs)  prediction  time series  
Model-free data reconstruction of structural response and excitation via sequential broad learning Journal article
Mechanical Systems and Signal Processing, 2020,Volume: 141
Authors:  Sin-Chi Kuok;  Ka-Veng Yuen
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Data Reconstruction  Sequential Broad Learning  Structural Response And Excitation  Linear And nonLinear  Stationary And nonStationary  
Broad Graph-Based Non-Negative Robust Continuous Clustering Journal article
IEEE Access, 2020,Volume: 8,Page: 121693-121704
Authors:  Feng,Qiying;  Chen,C. L.Philip;  Chen,Long
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broad learning system  non-negative matrix factorization  representation learning  Robust continuous clustering