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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]:3 | Submit date：2021/03/11
Broad learning system (BLS)  sequence information  simultaneous learning  text classification  word importance  
Systems Science and Engineering Research in the Context of Systems, Man, and Cybernetics: Recollection, Trends, and Future Directions Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021,Volume: 51,Issue: 1,Page: 5-21
Authors:  Tunstel，Edward;  Cobo，Manuel J.;  Herrera-Viedma，Enrique;  Rudas，Imre J.;  Filev，DImitar;  Trajkovic，Ljiljana;  Chen，C. L.Philip;  Pedrycz，Witold;  Smith，Michael H.;  Kozma，Robert
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Bibliometrics  co-word analysis  H-classics  H-index  research trends  science mapping analysis  SciMAT  systems engineering  systems science  
Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 12,Page: 2793-2806
Authors:  Xu，Guangmei;  Zhou，Jin;  Dong，Jiwen;  Chen，C. L.Philip;  Zhang，Tong;  Chen，Long;  Han，Shiyuan;  Wang，Lin;  Chen，Yuehui
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Color image segmentation  Fuzzy clustering  Multi-channel guided filter  Multivariate morphological reconstruction  
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)  
Inter- A nd Intra-Subject Transfer Reduces Calibration Effort for High-Speed SSVEP-Based BCIs Journal article
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020,Volume: 28,Issue: 10,Page: 2123-2135
Authors:  Wong，Chi Man;  Wang，Ze;  Wang，Boyu;  Lao，Ka Fai;  Rosa，Agostinho;  Xu，Peng;  Jung，Tzyy Ping;  Chen，C. L.Philip;  Wan，Feng
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Brain-computer interface  inter-subject  intra-subject  steady-state visual evoked potential  transfer learning  
Online optimal consensus control of unknown linear multi-agent systems via time-based adaptive dynamic programming Journal article
Neurocomputing, 2020,Volume: 404,Page: 137-144
Authors:  Liu，Yifan;  Li，Tieshan;  Shan，Qihe;  Yu，Renhai;  Wu，Yue;  Chen，C. L.Philip
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Adaptive dynamic programming (ADP)  Consensus control  Discrete-time (DT) system  Linear multi-agent systems (MASs)  
Control of nonlinear systems under dynamic constraints: A unified barrier function-based approach Journal article
Automatica, 2020,Volume: 119
Authors:  Zhao，Kai;  Song，Yongduan;  Chen，C. L.Philip;  Chen，Long
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Nonparametric strict-feedback nonlinear systems  Robust adaptive control  State constraints  Unified barrier function  
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
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Deep learning  discriminative graph  fuzzy c-means (FCM)  fuzzy compactness and separation (FCS)  pseudolabel  
Adaptive Neural Control of a Class of Stochastic Nonlinear Uncertain Systems with Guaranteed Transient Performance Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 7,Page: 2971-2981
Authors:  Wang，Jianhui;  Liu，Zhi;  Zhang，Yun;  Chen，C. L.Philip;  Lai，Guanyu
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Adaptive control  neutral network  nonlinear control  stochastic disturbance  transient performance  
Multilayer neural networks-based control of underwater vehicles with uncertain dynamics and disturbances Journal article
Nonlinear Dynamics, 2020,Volume: 100,Issue: 4,Page: 3555-3573
Authors:  Duan，Kairong;  Fong，Simon;  Chen，C. L.Philip
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Disturbances  Measurement noises  Multilayer neural networks  Underwater vehicles  Unmodeled terms