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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]:12 TC[Scopus]:12 | 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
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Bibliometrics  co-word analysis  H-classics  H-index  research trends  science mapping analysis  SciMAT  systems engineering  systems science  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/04
Broad Learning  Attribute Selection  Disease Pre-diction  Rheumatoid Arthritis  
Cooperative Path Following Control of Multiple Quadcopters With Unknown External Disturbances Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020,Page: 1-13
Authors:  Wei Xie;  David Cabecinhas;  Rita Cunha;  Carlos Silvestre
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Collision Free  Cooperative Path Following (Cpf)  Disturbance Estimator  Multiple Quadcopters  Robust  
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]:0 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)  
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
Favorite |  | TC[WOS]:74 TC[Scopus]:32 | Submit date:2021/03/09
Adaptive control  neutral network  nonlinear control  stochastic disturbance  transient performance  
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
Favorite |  | TC[WOS]:2 TC[Scopus]:6 | Submit date:2021/03/09
Broad learning system (BLS)  illumination estimating  Markov random field (MRF)  multiclass integrating  shadow synthesis  
Generative and Discriminative Fuzzy Restricted Boltzmann Machine Learning for Text and Image Classification Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 5,Page: 2237-2248
Authors:  Chen,C. L.Philip;  Feng,Shuang
Favorite |  | TC[WOS]:10 TC[Scopus]:13 | Submit date:2021/03/09
Discriminative learning  fuzzy number  Gaussian fuzzy restricted Boltzmann machine (GFRBM)  image classification  
Automatic Leader-Follower Persistent Formation Generation with Minimum Agent-Movement in Various Switching Topologies Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 4,Page: 1569-1581
Authors:  Yu,Dengxiu;  Chen,C. L.Philip
Favorite |  | TC[WOS]:14 TC[Scopus]:18 | Submit date:2021/03/09
Control law  downward-tree  leader-follower  multiagent systems (MASs)  relation-invariable persistent formation (RIPF)  switching topologies  
Cooperative Path following Ring-Networked Under-Actuated Autonomous Surface Vehicles: Algorithms and Experimental Results Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 4,Page: 1519-1529
Authors:  Liu,Lu;  Wang,Dan;  Peng,Zhouhua;  Li,Tieshan;  Chen,C. L.Philip
Favorite |  | TC[WOS]:27 TC[Scopus]:31 | Submit date:2021/03/09
Closed curve  cooperative path following  distributed observer  extended state observer (ESO)  line-of-sight  symmetric formation