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Recursive Variable Projection Algorithm for a Class of Separable Nonlinear Models Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Volume: 32,Issue: 11,Page: 4971-4982
Authors:  Gan, Min;  Guan, Yu;  Chen, Guang Yong;  Philip Chen, C. L.
Favorite |  | TC[WOS]:14 TC[Scopus]:14 | Submit date:2021/12/08
Online Learning  Recursive Identification  Separable Nonlinear Models (Snlms)  Variable Projection (Vp)  
Multi-stage convolutional broad learning with block diagonal constraint for hyperspectral image classification Journal article
Remote Sensing, 2021,Volume: 13,Issue: 17
Authors:  Kong, Yi;  Wang, Xuesong;  Cheng, Yuhu;  Philip Chen, C. L.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Block diagonal  Broad learning system  Classification  Convolutional neural network  Hyperspectral image  
Adaptive Deep Cascade Broad Learning System and Its Application in Image Denoising Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 9,Page: 4450-4463
Authors:  Ye, Hailiang;  Li, Hong;  Philip Chen, C. L.
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2021/12/08
Broad learning system (BLS)  deep neural networks  hyperspectral image (HSI)  image denoising  stability  
Time-varying Nonholonomic Robot Consensus Formation Using Model Predictive Based Protocol With Switching Topology Journal article
Information Sciences, 2021,Volume: 567,Page: 201-215
Authors:  Xiao, Hanzhen;  Philip Chen, C. L.
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2021/12/08
Multiply nonholonomic robots  Neural-dynamic-optimized distributed model predictive control (NDMPC)  Time-varying consensus formation (TVCF)  
Discriminative Dimension Reduction via Maximin Separation Probability Analysis Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 8,Page: 4100-4111
Authors:  Yang, Le;  Song, Shiji;  Li, Shuang;  Chen, Yiming;  Philip Chen, C. L.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/12/08
Data visualization  discriminative dimension reduction (DR)  feature extraction  linear discriminant analysis (LDA)  second-order cone programming (SOCP)  
Multiobjective Overtaking Maneuver Planning for Autonomous Ground Vehicles Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 8,Page: 4035-4049
Authors:  Chai, Runqi;  Tsourdos, Antonios;  Savvaris, Al;  Chai, Senchun;  Xia, Yuanqing;  Philip Chen, C. L.
Favorite |  | TC[WOS]:11 TC[Scopus]:8 | Submit date:2021/12/08
Autonomous vehicle (AV)  fuzzy adaptive strategy  irregularly placed  multiobjective  overtaking trajectories  Pareto optimal  swarm intelligence  
Review of advanced guidance and control algorithms for space/aerospace vehicles Journal article
Progress in Aerospace Sciences, 2021,Volume: 122
Authors:  Chai, Runqi;  Tsourdos, Antonios;  Savvaris, Al;  Chai, Senchun;  Xia, Yuanqing;  Philip Chen, C. L.
Favorite |  | TC[WOS]:6 TC[Scopus]:8 | Submit date:2021/12/07
Artificial intelligence  Guidance and control  Optimisation theory  Space/aerospace vehicles  Stability theory  
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.
Favorite |  | TC[WOS]:16 TC[Scopus]:12 | Submit date:2021/03/11
Broad Learning System (Bls)  Sequence Information  Simultaneous Learning  Text Classification  Word Importance  
Adaptive Finite-Time Control for Half-Vehicle Active Suspension Systems with Uncertain Dynamics Journal article
IEEE/ASME Transactions on Mechatronics, 2021,Volume: 26,Issue: 1,Page: 168-178
Authors:  Liu, Yan Jun;  Zhang, Yan Qi;  Liu, Lei;  Tong, Shaocheng;  Philip Chen, C. L.
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/12/07
Finite-time Control  Half-vehicle Active Suspension Systems  Neural Networks (Nns)  Uncertain Dynamics  
Multi-Channel EEG Based Emotion Recognition Using Temporal Convolutional Network and Broad Learning System Conference paper
IEEE Transactions on Systems, Man, and Cybernetics: Systems, Toronto, ON, Canada, 11-14 Oct. 2020
Authors:  Jia,Xue;  Zhang,Tong;  Philip Chen,C. L.;  Liu,Zhulin;  Chen,Long;  Wen,Guihua;  Hu,Bin
Favorite |  | TC[WOS]:2 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)