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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  
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]:51 TC[Scopus]:24 | 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]:1 TC[Scopus]:4 | 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]:8 TC[Scopus]:10 | 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]:8 TC[Scopus]:12 | Submit date:2021/03/09
Control law  downward-tree  leader-follower  multiagent systems (MASs)  relation-invariable persistent formation (RIPF)  switching topologies  
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
Favorite |  | TC[WOS]:34 TC[Scopus]:30 | Submit date:2021/03/09
Broad learning systems (BLSs)  neural networks (NNs)  prediction  time series  
Event-Triggered Adaptive Control of Saturated Nonlinear Systems with Time-Varying Partial State Constraints Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 4,Page: 1485-1497
Authors:  Wang,Lijie;  Chen,C. L.Philip;  Li,Hongyi
Favorite |  | TC[WOS]:42 TC[Scopus]:31 | Submit date:2021/03/09
Asymmetric  event-triggered adaptive control  input saturation  partial state constraints  
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]:18 TC[Scopus]:21 | Submit date:2021/03/09
Closed curve  cooperative path following  distributed observer  extended state observer (ESO)  line-of-sight  symmetric formation  
Adaptive Fuzzy Quantized Control for Nonlinear Systems with Hysteretic Actuator Using a New Filter-Connected Quantizer Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 3,Page: 876-889
Authors:  Wu,Honghui;  Liu,Zhi;  Zhang,Yun;  Chen,C. L.Philip
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
Actuator hysteresis  adaptive quantized control  backstepping technique  fuzzy logic systems (FLSs)  nonlinear systems  
Robust Online Multilabel Learning under Dynamic Changes in Data Distribution with Labels Journal article
IEEE Transactions on Cybernetics, 2020,Volume: 50,Issue: 1,Page: 374-385
Authors:  Du,Jie;  Vong,Chi Man
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2021/03/11
Concept drift  dynamic changes  multilabel data streams  online multilabel learning (OMLL)