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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]:2 TC[Scopus]:3 | Submit date:2021/03/09
Deep learning  discriminative graph  fuzzy c-means (FCM)  fuzzy compactness and separation (FCS)  pseudolabel  
Optimized Multi-Agent Formation Control Based on an Identifier-Actor--Critic Reinforcement Learning Algorithm Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 5,Page: 2719-2731
Authors:  Wen, Guoxing;  Chen, C. L. Philip;  Feng, Jun;  Zhou, Ning
View | Adobe PDF | Favorite |  | TC[WOS]:28 TC[Scopus]:31 | Submit date:2018/10/30
Fuzzy logic systems (FLSs)  identifier-actor-critic architecture  multi-agent formation  optimized formation control  reinforcement learning (RL)  
A kernel logistic neural network based on restricted Boltzmann machine Conference paper
2016 3rd International Conference on Informative and Cybernetics for Computational Social Systems, ICCSS 2016
Authors:  Lv Q.;  Li H.;  Chen C.L.P.;  Wang D.;  Song W.;  Lin H.
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/11
kernel logistic neural network  maximum likelihood estimate  principal component analysis  restricted Boltzmann machine  ridge regularization  
Optimize real-valued RBM with Bidirectional Autoencoder Conference paper
iFUZZY 2015 - 2015 International Conference on Fuzzy Theory and Its Applications, Conference Digest, Yilan, TAIWAN, NOV 18-20, 2015
Authors:  Feng Q.;  Chen L.;  Chen C.L.P.
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2019/02/11
Back Propagation  Bidirectional Autoencoder  Rbm Optimization  Sgd  
Adaptive control using fully online sequential-extreme learning machine and a case study on engine air-fuel ratio regulation Journal article
Mathematical Problems in Engineering, 2014,Volume: 2014
Authors:  Wong P.K.;  Vong C.M.;  Gao X.H.;  Wong K.I.
Favorite |  | TC[WOS]:5 TC[Scopus]:15 | Submit date:2018/10/30
Error analysis of stochastic gradient descent ranking Journal article
IEEE Transactions on Cybernetics, 2013,Volume: 43,Issue: 3,Page: 898-909
Authors:  Hong Chen;  Yi Tang;  Luoqing Li;  Yuan Yuan;  Xuelong Li;  Yuanyan Tang
Favorite |  | TC[WOS]:17 TC[Scopus]:21 | Submit date:2019/02/11
Error Analysis  Integral Operator  Ranking  Reproducing Kernel Hilbert Space  Sampling Operator  Stochastic Gradient Descent