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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]:4 TC[Scopus]:4 | Submit date:2021/03/11
Broad learning system (BLS)  sequence information  simultaneous learning  text classification  word importance  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
broad learning system (BLS)  EEG  emotion recognition  temporal convolutional broad learning system (TCBLS)  temporal convolutional network (TCN)  
Deep Fuzzy Clustering-A Representation Learning Approach Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 7,Page: 1420-1433
Authors:  Feng,Qiying;  Chen,Long;  Philip Chen,C. L.;  Guo,Li
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/09
Deep learning  discriminative graph  fuzzy c-means (FCM)  fuzzy compactness and separation (FCS)  pseudolabel  
Fuzzy observer-based tracking control of an underactuated underwater vehicle with linear velocity estimation Journal article
IET Control Theory and Applications, 2020,Volume: 14,Issue: 4,Page: 584-593
Authors:  Duan,Kairong;  Fong,Simon;  Philip Chen,C. L.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
3D2SeqViews: Aggregating Sequential Views for 3D Global Feature Learning by CNN with Hierarchical Attention Aggregation Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 3986-3999
Authors:  Han,Zhizhong;  Lu,Honglei;  Liu,Zhenbao;  Vong,Chi Man;  Liu,Yu Shen;  Zwicker,Matthias;  Han,Junwei;  Philip Chen,C. L.
Favorite |  | TC[WOS]:25 TC[Scopus]:34 | Submit date:2021/03/11
3D global feature learning  CNN  hierarchical attention aggregation  sequential views  view aggregation  
Adaptive Reinforcement Learning Control Based on Neural Approximation for Nonlinear Discrete-Time Systems With Unknown Nonaffine Dead-Zone Input Journal article
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019,Volume: 30,Issue: 1,Page: 295-305
Authors:  Liu, Yan-Jun;  Li, Shu;  Tong, Shaocheng;  Chen, C. L. Philip
Favorite |  | TC[WOS]:27 TC[Scopus]:29 | Submit date:2019/01/17
Discrete-time systems  neural networks (NNs)  nonlinear systems  optimal control  reinforcement learning  
Fuzzy Adaptive Compensation Control of Uncertain Stochastic Nonlinear Systems With Actuator Failures and Input Hysteresis Journal article
IEEE TRANSACTIONS ON CYBERNETICS, 2019,Volume: 49,Issue: 1,Page: 2-13
Authors:  Wang, Jianhui;  Liu, Zhi;  Chen, C. L. Philip;  Zhang, Yun
Favorite |  | TC[WOS]:28 TC[Scopus]:29 | Submit date:2019/01/17
Actuator failure/fault  adaptive control  hysteresis  stochastic nonlinear systems  transient performance  
Neural networks-based adaptive control for nonlinear state constrained systems with input delay Journal article
IEEE Transactions on Cybernetics, 2019,Volume: 49,Issue: 4,Page: 1249-1258
Authors:  Li,Da Peng;  Liu,Yan Jun;  Tong,Shaocheng;  Philip Chen,C. L.;  Li,Dong Juan
Favorite |  | TC[WOS]:112 TC[Scopus]:121 | Submit date:2021/03/09
Adaptive control  Backstepping  Barrier Lyapunov functions (BLFs)  Input-delay systems  Neural networks (NNs)  
3DViewGraph: Learning global features for 3D shapes from a graph of unordered views with attention Conference paper
IJCAI International Joint Conference on Artificial Intelligence
Authors:  Han,Zhizhong;  Wang,Xiyang;  Vong,Chi Man;  Liu,Yu Shen;  Zwicker,Matthias;  Philip Chen,C. L.
Favorite |  | TC[WOS]:0 TC[Scopus]:16 | Submit date:2021/03/11
Regularized robust Broad Learning System for uncertain data modeling Journal article
NEUROCOMPUTING, 2018,Volume: 322,Page: 58-69
Authors:  Jin, Jun-Wei;  Chen, C. L. Philip
Favorite |  | TC[WOS]:20 TC[Scopus]:35 | Submit date:2018/10/31
Broad Learning System  Outliers  Robustness  Augmented Lagrange Multiplier  Regularization  Laplacian distribution